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Kotamraju BP, Eggers TE, McCallum GA, Durand DM. Selective chronic recording in small nerve fascicles of sciatic nerve with carbon nanotube yarns in rats. J Neural Eng 2024; 20:066041. [PMID: 38100824 PMCID: PMC10765114 DOI: 10.1088/1741-2552/ad1611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 11/15/2023] [Accepted: 12/15/2023] [Indexed: 12/17/2023]
Abstract
Objective. The primary challenge faced in the field of neural rehabilitation engineering is the limited advancement in nerve interface technology, which currently fails to match the mechanical properties of small-diameter nerve fascicles. Novel developments are necessary to enable long-term, chronic recording from a multitude of small fascicles, allowing for the recovery of motor intent and sensory signals.Approach. In this study, we analyze the chronic recording capabilities of carbon nanotube yarn electrodes in the peripheral somatic nervous system. The electrodes were surgically implanted in the sciatic nerve's three individual fascicles in rats, enabling the recording of neural activity during gait. Signal-to-noise ratio (SNR) and information theory were employed to analyze the data, demonstrating the superior recording capabilities of the electrodes. Flat interface nerve electrode and thin-film longitudinal intrafascicular electrode electrodes were used as a references to assess the results from SNR and information theory analysis.Main results. The electrodes exhibited the ability to record chronic signals with SNRs reaching as high as 15 dB, providing 12 bits of information for the sciatic nerve, a significant improvement over previous methods. Furthermore, the study revealed that the SNR and information content of the neural signals remained consistent over a period of 12 weeks across three different fascicles, indicating the stability of the interface. The signals recorded from these electrodes were also analyzed for selectivity using information theory metrics, which showed an information sharing of approximately 1.4 bits across the fascicles.Significance. The ability to safely and reliably record from multiple fascicles of different nerves simultaneously over extended periods of time holds substantial implications for the field of neural and rehabilitation engineering. This advancement addresses the limitation of current nerve interface technologies and opens up new possibilities for enhancing neural rehabilitation and control.
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Affiliation(s)
- B P Kotamraju
- Case Western Reserve University, Neural Engineering Center, Biomedical Engineering, Cleveland, OH, United States of America
| | - Thomas E Eggers
- Department of Neurosurgery, Emory University, Atlanta, GA, United States of America
| | - Grant A McCallum
- Case Western Reserve University, Neural Engineering Center, Biomedical Engineering, Cleveland, OH, United States of America
| | - Dominique M Durand
- Case Western Reserve University, Neural Engineering Center, Biomedical Engineering, Cleveland, OH, United States of America
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Gruber B, Stockmann JP, Mareyam A, Keil B, Bilgic B, Chang Y, Kazemivalipour E, Beckett AJ, Vu AT, Feinberg D, Wald LL. A 128-channel receive array for cortical brain imaging at 7 T. Magn Reson Med 2023; 90:2592-2607. [PMID: 37582214 PMCID: PMC10543549 DOI: 10.1002/mrm.29798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 06/27/2023] [Accepted: 06/28/2023] [Indexed: 08/17/2023]
Abstract
PURPOSE A 128-channel receive-only array for brain imaging at 7 T was simulated, designed, constructed, and tested within a high-performance head gradient designed for high-resolution functional imaging. METHODS The coil used a tight-fitting helmet geometry populated with 128 loop elements and preamplifiers to fit into a 39 cm diameter space inside a built-in gradient. The signal-to-noise ratio (SNR) and parallel imaging performance (1/g) were measured in vivo and simulated using electromagnetic modeling. The histogram of 1/g factors was analyzed to assess the range of performance. The array's performance was compared to the industry-standard 32-channel receive array and a 64-channel research array. RESULTS It was possible to construct the 128-channel array with body noise-dominated loops producing an average noise correlation of 5.4%. Measurements showed increased sensitivity compared with the 32-channel and 64-channel array through a combination of higher intrinsic SNR and g-factor improvements. For unaccelerated imaging, the 128-channel array showed SNR gains of 17.6% and 9.3% compared to the 32-channel and 64-channel array, respectively, at the center of the brain and 42% and 18% higher SNR in the peripheral brain regions including the cortex. For R = 5 accelerated imaging, these gains were 44.2% and 24.3% at the brain center and 86.7% and 48.7% in the cortex. The 1/g-factor histograms show both an improved mean and a tighter distribution by increasing the channel count, with both effects becoming more pronounced at higher accelerations. CONCLUSION The experimental results confirm that increasing the channel count to 128 channels is beneficial for 7T brain imaging, both for increasing SNR in peripheral brain regions and for accelerated imaging.
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Affiliation(s)
- Bernhard Gruber
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
- High Field MR Center, Center for Medical Physics and Biomedical Engineering, Medical University Vienna, Austria
| | - Jason P. Stockmann
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Azma Mareyam
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Boris Keil
- Institute of Medical Physics and Radiation Protection, Department of Life Science Engineering, Mittelhessen University of Applied Sciences, Giessen, Germany
- Department of Diagnostic and Interventional Radiology, University Hospital Marburg, Philipps University of Marburg, Marburg, Germany
| | - Berkin Bilgic
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Yulin Chang
- Siemens Medical Solutions USA, Inc., Malvern, PA, USA
| | - Ehsan Kazemivalipour
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Alexander J.S. Beckett
- Advanced MRI Technologies, Sebastopol, CA, USA
- Helen Wills Institute for Neuroscience, University of California, Berkeley, CA, USA
| | - An T. Vu
- Radiology, University of California, San Francisco, CA, USA
- San Francisco Veteran Affairs Health Care System, San Francisco, CA, USA
| | - David Feinberg
- Advanced MRI Technologies, Sebastopol, CA, USA
- Helen Wills Institute for Neuroscience, University of California, Berkeley, CA, USA
| | - Lawrence L. Wald
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
- Division of Health Sciences Technology, Harvard - Massachusetts Institute of Technology, Cambridge, MA, USA
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Kim HJ, Shrestha A, Sapkota E, Pokharel A, Pandey S, Kim CS, Shrestha R. A Study on the Effectiveness of Spatial Filters on Thermal Image Pre-Processing and Correlation Technique for Quantifying Defect Size. Sensors (Basel) 2022; 22:8965. [PMID: 36433561 PMCID: PMC9698019 DOI: 10.3390/s22228965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/05/2022] [Accepted: 11/12/2022] [Indexed: 06/16/2023]
Abstract
Thermal imaging plays a vital role in structural health monitoring of various materials and provides insight into the defect present due to aging, deterioration, and fault during construction. This study investigated the effectiveness of spatial filters during pre-processing of thermal images and a correlation technique in post-processing, as well as exploited its application in non-destructive testing and evaluation of defects in steel structures. Two linear filters (i.e., Gaussian and Window Averaging) and a non-linear filter (i.e., Median) were implemented during pre-processing of a pulsed thermography image sequence. The effectiveness of implemented filters was then assessed using signal to noise ratio as a quality metric. The result of pre-processing revealed that each implemented filter is capable of reducing impulse noise and producing high-quality images; additionally, when comparing the signal to noise ratio, the Gaussian filter dominated both Window Averaging and Median filters. Defect size was determined using a correlation technique on a sequence of pulsed thermography images that had been pre-processed with a Gaussian filter. Finally, it is concluded that the correlation technique could be applied to the fast measurement of defect size, even though the accuracy may depend on the detection limit of thermography and defect size to depth ratio.
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Affiliation(s)
- Ho Jong Kim
- Division of Mechanical Design Engineering, Chonbuk National University, Jeonju 561-756, Republic of Korea
- Gwangju Institute of Green Car Advancement, 55, Jingoksandanjungang-ro, Gwangsa-gu, Gwangju 62465, Republic of Korea
| | - Anuja Shrestha
- Department of Mechanical Engineering, School of Engineering, Kathmandu University, Dhulikhel, Kavrepalanchok P.O. Box 6250, Nepal
| | - Eliza Sapkota
- Department of Mechanical Engineering, School of Engineering, Kathmandu University, Dhulikhel, Kavrepalanchok P.O. Box 6250, Nepal
| | - Anwit Pokharel
- Department of Mechanical Engineering, School of Engineering, Kathmandu University, Dhulikhel, Kavrepalanchok P.O. Box 6250, Nepal
| | - Sarvesh Pandey
- Department of Mechanical Engineering, School of Engineering, Kathmandu University, Dhulikhel, Kavrepalanchok P.O. Box 6250, Nepal
| | - Cheol Sang Kim
- Division of Mechanical Design Engineering, Chonbuk National University, Jeonju 561-756, Republic of Korea
| | - Ranjit Shrestha
- Department of Mechanical Engineering, School of Engineering, Kathmandu University, Dhulikhel, Kavrepalanchok P.O. Box 6250, Nepal
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Nakshathri MK, Mohan KM, Greeshma R. Influence of Auditory Training on Acceptable Noise Level Scores in Elderly Persons with Hearing Impairment. Noise Health 2022; 24:166-172. [PMID: 36124526 PMCID: PMC9743312 DOI: 10.4103/nah.nah_5_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Objective To study the Influence of Auditory Training on acceptable noise level (ANL) scores in elderly persons with hearing impairment. Design Quasi-experimental study design. Study sample A total of 20 bilateral mild to moderately severe sensorineural hearing loss participants with "high" ANL scores were taken into the study and randomly allocated to experimental and control groups. In the time frame, the experimental group provided 12 sessions of speech in noise training with a hearing aid and the baseline measures were repeated in both groups. Results The Acceptable noise level and Speech in Noise scores significantly improved post-training only in the experimental group. They also showed a significant difference "Client Oriented Scale of Improvement (COSI)" scale in the domain "Conversation in Noise". Conclusions Acceptable noise level is susceptible to training similar to that of speech in noise score. It provides hope to the individuals who are poor candidates to the hearing aids.
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Affiliation(s)
- Megha K. Nakshathri
- Department of Speech and Hearing, Manipal College of Health Professionals, MAHE, Manipal, India
| | - Kishan M. Mohan
- Department of Speech and Hearing, Manipal College of Health Professionals, MAHE, Manipal, India,Address for correspondence: Dr Kishan M Mohan, Department of Speech and Hearing, Manipal College of Health Professionals, MAHE, Manipal 576104, India.
E-mail:
| | - R Greeshma
- Address for correspondence: Greeshma R, Ayyanath (H), Palliyara, Trikkur (P.O.), Thrissur 680306, India. E-mail:
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Chivers SC, Vasavan T, Nandi M, Hayes-Gill BR, Jayawardane IA, Simpson JM, Williamson C, Fifer WP, Lucchini M. Measurement of the cardiac time intervals of the fetal ECG utilising a computerised algorithm: A retrospective observational study. JRSM Cardiovasc Dis 2022; 11:20480040221096209. [PMID: 35574238 PMCID: PMC9102181 DOI: 10.1177/20480040221096209] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 04/04/2022] [Accepted: 04/05/2022] [Indexed: 11/16/2022] Open
Abstract
Objective Establish whether the reliable measurement of cardiac time intervals of the fetal ECG can be automated and to address whether this approach could be used to investigate large datasets. Design Retrospective observational study. Setting Teaching hospitals in London UK, Nottingham UK and New York USA. Participants Singleton pregnancies with no known fetal abnormality. Methods Archived fetal ECG's performed using the MonicaAN24 monitor. A single ECG (PQRST) complex was generated from 5000 signal-averaged beats and electrical cardiac time intervals measured in an automated way and manually. Main Outcome measure Validation of a newly developed algorithm to measure the cardiac time intervals of the fetal ECG. Results 188/236 (79.7%) subjects with fECGs of suitable signal:noise ratio were included for analysis comparing manual with automated measurement. PR interval was measured in 173/188 (92%), QRS complex in 170/188 (90%) and QT interval in 123/188 (65.4%). PR interval was 107.6 (12.07) ms [mean(SD)] manual vs 109.11 (14.7) ms algorithm. QRS duration was 54.72(6.35) ms manual vs 58.34(5.73) ms algorithm. QT-interval was 268.93 (21.59) ms manual vs 261.63 (36.16) ms algorithm. QTc was 407.5(32.71) ms manual vs 396.4 (54.78) ms algorithm. The QRS-duration increased with gestational age in both manual and algorithm measurements. Conclusion Accurate measurement of fetal ECG cardiac time intervals can be automated with potential application to interpretation of larger datasets.
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Affiliation(s)
- SC Chivers
- Department of Women and Children’s Health, King’s College London, London, UK
- Department of Fetal cardiology, Evelina London Children’s Hospital, London, UK
| | - T Vasavan
- Department of Women and Children’s Health, King’s College London, London, UK
| | - M Nandi
- School of Cancer and Pharmaceutical Sciences, King’s College London, London, UK
| | - BR Hayes-Gill
- Faculty of Engineering, University of Nottingham, Nottingham, UK
| | - IA Jayawardane
- Faculty of Engineering, University of Nottingham, Nottingham, UK
| | - JM Simpson
- Department of Fetal cardiology, Evelina London Children’s Hospital, London, UK
| | - C Williamson
- Department of Women and Children’s Health, King’s College London, London, UK
| | - WP Fifer
- Department of Pediatrics, Columbia University Medical Center, Morgan Stanley Children’s Hospital, New York, USA
- Department of Psychiatry, Columbia University, New York, USA
| | - M Lucchini
- Department of Pediatrics, Columbia University Medical Center, Morgan Stanley Children’s Hospital, New York, USA
- Department of Psychiatry, Columbia University, New York, USA
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Trip B, Butnariu V, Vizitiu M, Boitan A, Halunga S. Analysis of Compromising Video Disturbances through Power Line. Sensors (Basel) 2021; 22:267. [PMID: 35009808 DOI: 10.3390/s22010267] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 12/26/2021] [Accepted: 12/28/2021] [Indexed: 11/17/2022]
Abstract
In this article, we present results on research performed in the TEMPEST domain, which studies the electromagnetic disturbances generated unintentionally by electronic equipment as well as the methods to protect the information processed by this equipment against these electromagnetic phenomena. The highest vulnerability of information leakage is attributed to the display video signal from the TEMPEST domain perspective. Examples of far-range propagation on a power line of this type of disturbance will be illustrated for the first time. Thus, the examples will highlight the possibility of recovering processed information at distances of 1, 10 and 50 m. There are published articles studying electromagnetic disturbances generated by electronic equipment propagating on power cables of such equipment but no studies on their long-distance propagation. Our research aims to raise awareness in the scientific community and the general public of the existence of such vulnerabilities that can compromise confidential or sensitive information that can make the difference between success or failure in the business sector, for example, or can harm personal privacy, which is also important for us all. Countermeasures to reduce or even eliminate these threats will also be presented based on the analysis of the signal-to noise-ratio recorded during our research.
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May JM, Mejía-Mejía E, Nomoni M, Budidha K, Choi C, Kyriacou PA. Effects of Contact Pressure in Reflectance Photoplethysmography in an In Vitro Tissue-Vessel Phantom. Sensors (Basel) 2021; 21:8421. [PMID: 34960512 DOI: 10.3390/s21248421] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 11/30/2021] [Accepted: 12/13/2021] [Indexed: 12/02/2022]
Abstract
With the continued development and rapid growth of wearable technologies, PPG has become increasingly common in everyday consumer devices such as smartphones and watches. There is, however, minimal knowledge on the effect of the contact pressure exerted by the sensor device on the PPG signal and how it might affect its morphology and the parameters being calculated. This study explores a controlled in vitro study to investigate the effect of continually applied contact pressure on PPG signals (signal-to-noise ratio (SNR) and 17 morphological PPG features) from an artificial tissue-vessel phantom across a range of simulated blood pressure values. This experiment confirmed that for reflectance PPG signal measurements for a given anatomical model, there exists an optimum sensor contact pressure (between 35.1 mmHg and 48.1 mmHg). Statistical analysis shows that temporal morphological features are less affected by contact pressure, lending credit to the hypothesis that for some physiological parameters, such as heart rate and respiration rate, the contact pressure of the sensor is of little significance, whereas the amplitude and geometric features can show significant change, and care must be taken when using morphological analysis for parameters such as SpO2 and assessing autonomic responses.
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Hajra SG, Liu CC, Fickling SD, Pawlowski GM, Song X, D'Arcy RCN. Event Related Potential Signal Capture Can Be Enhanced through Dynamic SNR-Weighted Channel Pooling. Sensors (Basel) 2021; 21:7258. [PMID: 34770564 DOI: 10.3390/s21217258] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 10/22/2021] [Accepted: 10/26/2021] [Indexed: 11/17/2022]
Abstract
Background: Electroencephalography (EEG)-derived event-related potentials (ERPs) provide information about a variety of brain functions, but often suffer from low inherent signal-to-noise ratio (SNR). To overcome the low SNR, techniques that pool data from multiple sensors have been applied. However, such pooling implicitly assumes that the SNR among sensors is equal, which is not necessarily valid. This study presents a novel approach for signal pooling that accounts for differential SNR among sensors. Methods: The new technique involves pooling together signals from multiple EEG channels weighted by their respective SNRs relative to the overall SNR of all channels. We compared ERP responses derived using this new technique with those derived using both individual channels as well as traditional averaged-based channel pooling. The outcomes were evaluated in both simulated data and real data from healthy adult volunteers (n = 37). Responses corresponding to a range of ERP components indexing auditory sensation (N100), attention (P300) and language processing (N400) were evaluated. Results: Simulation results demonstrate that, compared to traditional pooling technique, the new SNR-weighted channel pooling technique improved ERP response effect size in cases of unequal noise among channels (p’s < 0.001). Similarly, results from real-world experimental data showed that the new technique resulted in significantly greater ERP effect sizes compared to either traditional pooling or individual channel approach for all three ERP components (p’s < 0.001). Furthermore, the new channel pooling approach also resulted in larger ERP signal amplitudes as well as greater differences among experimental conditions (p’s < 0.001). Conclusion: These results suggest that the new technique improves the capture of ERP responses relative to traditional techniques. As such, SNR-weighted channel pooling can further enable widespread applications of ERP techniques, especially those that require rapid assessments in noisy out-of-laboratory environments.
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Abstract
BACKGROUND Traditional least mean square algorithm (LMS) tends to converge faster and thus the larger the steady-state error of the algorithm. OBJECTIVE In order to solve this issue, an improved adaptive normalized least mean square (NLMS) ECG signal denoising algorithm is proposed through utilizing the NLMS and the least mean square algorithm with added momentum term (MLMS). METHODS The algorithm firstly performs LMS adaptive filtering on the original ECG signal. Then, the algorithm uses the relative error of the prior error signal and the posterior error signal before and after filtering to adaptively determine the iteration step factor. Finally, the expected error is set to determine whether the denoising meets the expected requirements. This method is applied to the MIT-BIH ECG database established by the Massachusetts Institute of Technology. RESULTS Experimental results have shown that the proposed algorithm can achieve good denoising for the target signal, and the average signal to noise ratio (SNR) of the proposed method is 17.6016, the RMSE is only 0.0334, and the average smoothness index R is only 0.0325. CONCLUSION The proposed algorithm effectively removes the original ECG signal noise, and improves the smoothness of the signal the denoising efficiency.
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Affiliation(s)
- Fengsui Wang
- School of Electrical Engineering, Anhui Polytechnic University, Wuhu, Anhui, China.,Key Laboratory of Detection Technology and Energy Saving Devices, Wuhu, Anhui, China.,Key Laboratory of Advanced Perception and Intelligent Control of High-end Equipment, Ministry of Education, Wuhu, Anhui, China
| | - Qisheng Wang
- School of Electrical Engineering, Anhui Polytechnic University, Wuhu, Anhui, China.,Key Laboratory of Detection Technology and Energy Saving Devices, Wuhu, Anhui, China.,Key Laboratory of Advanced Perception and Intelligent Control of High-end Equipment, Ministry of Education, Wuhu, Anhui, China
| | - Furong Liu
- School of Electrical Engineering, Anhui Polytechnic University, Wuhu, Anhui, China.,Key Laboratory of Detection Technology and Energy Saving Devices, Wuhu, Anhui, China.,Key Laboratory of Advanced Perception and Intelligent Control of High-end Equipment, Ministry of Education, Wuhu, Anhui, China
| | - Jingang Chen
- School of Electrical Engineering, Anhui Polytechnic University, Wuhu, Anhui, China.,Key Laboratory of Detection Technology and Energy Saving Devices, Wuhu, Anhui, China.,Key Laboratory of Advanced Perception and Intelligent Control of High-end Equipment, Ministry of Education, Wuhu, Anhui, China
| | - Linjun Fu
- School of Electrical Engineering, Anhui Polytechnic University, Wuhu, Anhui, China.,Key Laboratory of Detection Technology and Energy Saving Devices, Wuhu, Anhui, China.,Key Laboratory of Advanced Perception and Intelligent Control of High-end Equipment, Ministry of Education, Wuhu, Anhui, China
| | - Fa Zhao
- School of Electrical Engineering, Anhui Polytechnic University, Wuhu, Anhui, China.,Key Laboratory of Detection Technology and Energy Saving Devices, Wuhu, Anhui, China.,Key Laboratory of Advanced Perception and Intelligent Control of High-end Equipment, Ministry of Education, Wuhu, Anhui, China
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Akhtar MN, Sathish T, Mohanavel V, Afzal A, Arul K, Ravichandran M, Rahim IA, Alhady SSN, Bakar EA, Saleh B. Optimization of Process Parameters in CNC Turning of Aluminum 7075 Alloy Using L27 Array-Based Taguchi Method. Materials (Basel) 2021; 14:4470. [PMID: 34442992 DOI: 10.3390/ma14164470] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 07/22/2021] [Accepted: 07/28/2021] [Indexed: 12/05/2022]
Abstract
With the advent of the industrial revolution 4.0, the goal of the manufacturing industry is to produce a large number of products in relatively less time. This study applies the Taguchi L27 orthogonal array methodological paradigm along with response surface design. This work optimizes the process parameters in the turning of Aluminum Alloy 7075 using a Computer Numerical Control (CNC) machine. The optimal parameters influenced the rate of metal removal, the roughness of the machined surface, and the force of cutting. This experimental investigation deals with the optimization of speed (800 rpm, 1200 rpm, and 1600 rpm) and feed (0.15, 0.20, and 0.25 mm/rev) in addition to cutting depth (1.0, 1.5, and 2.0 mm) on the turning of Aluminum 7075 alloy in a CNC machine. The outcome in terms of results such as the removal rate of material (maximum), roughness on the machined surface (minimum), along with cutting force (least amount) were improved by the L27 array Taguchi method. There were 27 specimens of Al7075 alloy produced as per the array, and the corresponding responses were measured with the help of various direct contact and indirect contact sensors. Results were concluded all the way through diagrams of main effects in favor of signal-to-noise ratios and diagrams of surfaces with contour diagrams for various combinations of responses.
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Cakmak P, Herek D, Yagci AB, Sagtas E, Ufuk F, Çakmak V. Efficiency of Fat Suppression in T1-Weighted Inner Ear Magnetic Resonance Imaging: Multipoint Dixon Method Versus Hybrid Techniques. Curr Med Imaging 2021; 17:884-888. [PMID: 33459240 PMCID: PMC8811618 DOI: 10.2174/1573405617666210114141300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 09/30/2020] [Accepted: 11/09/2020] [Indexed: 12/02/2022]
Abstract
Background Temporal bone is a region where fat suppression is difficult due to the inhomogeneity of various structures with different molecular properties. Introduction: We aimed to determine the most effective fat suppression sequence in order to increase the visibility of the inner ear region. Materials and Methods The hybrid techniques and T1-Weighted mDIXON images of 40 patients with Magnetic Resonance (MR) imaging of the inner ear were prospectively compared by two experienced radiologists in terms of fat suppression efficacy. In all fat-suppressed sequences, the Signal to Noise Ratio (SNR), the spinal cord signal intensity / mean fat signal intensity ratio and spinal cord signal to noise ratio were calculated. The suppression efficacy of MR techniques for fat areas in the inner ear was visually graded. Results Qualitative assessment of image quality due to fat suppression in the inner ear was made; the Dixon technique performed significantly better than SPAIR and SPIR techniques (p<0.0001). The mean signal intensity of the inner ear fat and SNR for the Dixon technique were significantly lower than that for SPIR and SPAIR techniques (p<0.0001). Inter-observer agreement regarding the assessment of the inner ear fat, mean signal intensity values and mean SNR values for fat suppression techniques was significant. Conclusion The Dixon technique exhibited higher image quality and fat suppression efficiency than the hybrid techniques in the MR imaging of the inner ear.
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Affiliation(s)
- Pinar Cakmak
- Department of Radiology, Pamukkale University Medical Center, Denizli, Turkey
| | - Duygu Herek
- Department of Radiology, Pamukkale University Medical Center, Denizli, Turkey
| | - Ahmet Baki Yagci
- Department of Radiology, Pamukkale University Medical Center, Denizli, Turkey
| | - Ergin Sagtas
- Department of Radiology, Pamukkale University Medical Center, Denizli, Turkey
| | - Furkan Ufuk
- Department of Radiology, Pamukkale University Medical Center, Denizli, Turkey
| | - Vefa Çakmak
- Department of Radiology, Pamukkale University Medical Center, Denizli, Turkey
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Elgaud MM, Zan MSD, Abushagur AAG, Hamzah AE, Mokhtar MHH, Arsad N, A. Bakar AA. Digital Filtering Techniques for Performance Improvement of Golay Coded TDM-FBG Sensor. Sensors (Basel) 2021; 21:s21134299. [PMID: 34201845 PMCID: PMC8272198 DOI: 10.3390/s21134299] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 06/15/2021] [Accepted: 06/16/2021] [Indexed: 12/03/2022]
Abstract
For almost a half-decade, the unique autocorrelation properties of Golay complementary pairs (GCP) have added a significant value to the key performance of conventional time-domain multiplexed fiber Bragg grating sensors (TDM-FBGs). However, the employment of the unipolar form of Golay coded TDM-FBG has suffered from several performance flaws, such as limited improvement of the signal-to-noise ratio (SNIR), noisy backgrounds, and distorted signals. Therefore, we propose and experimentally implement several digital filtering techniques to mitigate such limitations. Moving averages (MA), Savitzky–Golay (SG), and moving median (MM) filters were deployed to process the signals from two low reflectance FBG sensors located after around 16 km of fiber. The first part of the experiment discussed the sole deployment of Golay codes from 4 bits to 256 bits in the TDM-FBG sensor. As a result, the total SNIR of around 8.8 dB was experimentally confirmed for the longest 256-bit code. Furthermore, the individual deployment of MA, MM, and SG filters within the mentioned decoded sequences secured a further significant increase in SNIR of around 4, 3.5, and 3 dB, respectively. Thus, the deployment of the filtering technique alone resulted in at least four times faster measurement time (equivalent to 3 dB SNIR). Overall, the experimental analysis confirmed that MM outperformed the other two techniques in better signal shape, fastest signal transition time, comparable SNIR, and capability to maintain high spatial resolution.
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Affiliation(s)
- Mohamed M. Elgaud
- Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, Malaysia; (M.M.E.); (A.A.G.A.); (A.E.H.); (M.H.H.M.); (N.A.); (A.A.A.B.)
- College of Electrical and Electronic Technology, Benghazi 0021861, Libya
| | - Mohd Saiful Dzulkefly Zan
- Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, Malaysia; (M.M.E.); (A.A.G.A.); (A.E.H.); (M.H.H.M.); (N.A.); (A.A.A.B.)
- Correspondence:
| | - Abdulfatah A. G. Abushagur
- Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, Malaysia; (M.M.E.); (A.A.G.A.); (A.E.H.); (M.H.H.M.); (N.A.); (A.A.A.B.)
- Department of Electrical and Electronic Engineering, Faculty of Engineering, Gharyan University, Gharyan 0021841, Libya
| | - Abdulwahhab E. Hamzah
- Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, Malaysia; (M.M.E.); (A.A.G.A.); (A.E.H.); (M.H.H.M.); (N.A.); (A.A.A.B.)
| | - Mohd Hadri Hafiz Mokhtar
- Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, Malaysia; (M.M.E.); (A.A.G.A.); (A.E.H.); (M.H.H.M.); (N.A.); (A.A.A.B.)
| | - Norhana Arsad
- Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, Malaysia; (M.M.E.); (A.A.G.A.); (A.E.H.); (M.H.H.M.); (N.A.); (A.A.A.B.)
| | - Ahmad Ashrif A. Bakar
- Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, Malaysia; (M.M.E.); (A.A.G.A.); (A.E.H.); (M.H.H.M.); (N.A.); (A.A.A.B.)
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13
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Meca Meca FJ, Martín-Gorostiza E, García-Garrido MÁ, Salido-Monzú D. Phase Stability under Thermal Drifts in Photodiode-Conditioning Transimpedance Amplifiers for Distance Metrology. Sensors (Basel) 2021; 21:3455. [PMID: 34063529 DOI: 10.3390/s21103455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 05/11/2021] [Accepted: 05/13/2021] [Indexed: 12/02/2022]
Abstract
Transimpedance amplifiers (TIA) are widely used for front-end signal conditioning in many optical distance measuring applications in which high accuracy is often required. Small effects due to the real characteristics of the components and the parasitic elements in the circuit board may cause the error to rise to unacceptable levels. In this work we study these effects on the TIA delay time error and deduce analytic expressions, taking into account the trade-off between the uncertainties caused by the delay time instability and by the signal-to-noise ratio. A specific continuous-wave phase-shift case study is shown to illustrate the analysis, and further compared with real measurements. General strategies and conclusions, useful for designers of this kind of system, are extracted too. The study and results show that the delay time thermal stability is a key determinant factor in the measured distance accuracy and, without an adequate design, moderate temperature variations of the TIA can cause extremely high measurement errors.
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14
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Dalecki A, Verrender A, Loughran SP, Croft RJ. The Effect of GSM Electromagnetic Field Exposure on the Waking Electroencephalogram: Methodological Influences. Bioelectromagnetics 2021; 42:317-328. [PMID: 33847008 DOI: 10.1002/bem.22338] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 03/07/2021] [Accepted: 03/26/2021] [Indexed: 11/10/2022]
Abstract
Although there is consistent evidence that exposure to radiofrequency electromagnetic fields (RF-EMF) increases the spontaneous resting alpha spectral power of the electroencephalogram (EEG), the reliability of this evidence is uncertain as some studies have also failed to observe this effect. The present study aimed to determine whether the effect of RF-EMF exposure on EEG alpha power depends on whether EEG is derived from eyes open or closed conditions and assessed earlier (<5-min) versus later (>25-min) in the exposure interval. Thirty-six adults participated in three experimental sessions, each involving one exposure: "Sham," "Low," and "High" RF-EMF corresponding to peak spatial specific absorption rates averaged over 10 g of 0, 1, and 2 W/kg, respectively. Resting EEG was recorded at baseline (no exposure), during, and after exposure. Alpha power increase was found to be greater for the eyes open than eyes closed EEG during both the High (P = 0.04) and Low (P = 0.04) RF-EMF exposures. There was also a trend toward it being larger at the end, versus the start of the "High" 30-min exposure (P < 0.01; eyes open condition). This suggests that the use of eyes closed conditions, and insufficient RF-EMF exposure durations, are likely explanations for the failure of some studies to detect an RF-EMF exposure-related increase in alpha power, as such methodological choices decrease signal-to-noise ratios and increase type II error.
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Affiliation(s)
- Anna Dalecki
- Illawarra Health and Medical Research Institute, School of Psychology, University of Wollongong, Wollongong, Australia.,Population Health Research on Electromagnetic Energy, Monash University, Melbourne, Victoria, Australia
| | - Adam Verrender
- Illawarra Health and Medical Research Institute, School of Psychology, University of Wollongong, Wollongong, Australia.,Australian Centre for Electromagnetic Bioeffects Research, Wollongong, New South Wales, Australia
| | - Sarah P Loughran
- Illawarra Health and Medical Research Institute, School of Psychology, University of Wollongong, Wollongong, Australia.,Population Health Research on Electromagnetic Energy, Monash University, Melbourne, Victoria, Australia.,Australian Centre for Electromagnetic Bioeffects Research, Wollongong, New South Wales, Australia
| | - Rodney J Croft
- Illawarra Health and Medical Research Institute, School of Psychology, University of Wollongong, Wollongong, Australia.,Population Health Research on Electromagnetic Energy, Monash University, Melbourne, Victoria, Australia.,Australian Centre for Electromagnetic Bioeffects Research, Wollongong, New South Wales, Australia
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15
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Zhang B, Adriany G, Delabarre L, Radder J, Lagore R, Rutt B, Yang QX, Ugurbil K, Lattanzi R. Effect of radiofrequency shield diameter on signal-to-noise ratio at ultra-high field MRI. Magn Reson Med 2021; 85:3522-3530. [PMID: 33464649 DOI: 10.1002/mrm.28670] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 11/23/2020] [Accepted: 12/14/2020] [Indexed: 02/01/2023]
Abstract
PURPOSE In this work, we investigated how the position of the radiofrequency (RF) shield can affect the signal-to-noise ratio (SNR) of a receive RF coil. Our aim was to obtain physical insight for the design of a 10.5T 32-channel head coil, subject to the constraints on the diameter of the RF shield imposed by the head gradient coil geometry. METHOD We used full-wave numerical simulations to investigate how the SNR of an RF receive coil depends on the diameter of the RF shield at ultra-high magnetic field (UHF) strengths (≥7T). RESULTS Our simulations showed that there is an SNR-optimal RF shield size at UHF strength, whereas at low field the SNR monotonically increases with the shield diameter. For a 32-channel head coil at 10.5T, an optimally sized RF shield could act as a cylindrical waveguide and increase the SNR in the brain by 27% compared to moving the shield as far as possible from the coil. Our results also showed that a separate transmit array between the RF shield and the receive array could considerably reduce SNR even if they are decoupled. CONCLUSION At sufficiently high magnetic field strength, the design of local RF coils should be optimized together with the design of the RF shield to benefit from both near field and resonant modes.
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Affiliation(s)
- Bei Zhang
- Center for Advanced Imaging Innovation and Research (CAI2R), New York University School of Medicine, New York, New York, USA.,Bernard and Irene Schwartz Center for Biomedical Imaging, New York University School of Medicine, New York, New York, USA.,Advanced Imaging Research Center, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Gregor Adriany
- Center for Magnetic Resonance Research (CMRR), University of Minnesota, Minneapolis, Minnesota, USA
| | - Lance Delabarre
- Center for Magnetic Resonance Research (CMRR), University of Minnesota, Minneapolis, Minnesota, USA
| | - Jerahmie Radder
- Center for Magnetic Resonance Research (CMRR), University of Minnesota, Minneapolis, Minnesota, USA
| | - Russell Lagore
- Center for Magnetic Resonance Research (CMRR), University of Minnesota, Minneapolis, Minnesota, USA
| | - Brian Rutt
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Qing X Yang
- Department of Radiology, Pennsylvania State College of Medicine, Hershey, Pennsylvania, USA
| | - Kamil Ugurbil
- Center for Magnetic Resonance Research (CMRR), University of Minnesota, Minneapolis, Minnesota, USA
| | - Riccardo Lattanzi
- Center for Advanced Imaging Innovation and Research (CAI2R), New York University School of Medicine, New York, New York, USA.,Bernard and Irene Schwartz Center for Biomedical Imaging, New York University School of Medicine, New York, New York, USA
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16
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Chung Y, Shrestha R, Lee S, Kim W. Thermographic Inspection of Internal Defects in Steel Structures: Analysis of Signal Processing Techniques in Pulsed Thermography. Sensors (Basel) 2020; 20:E6015. [PMID: 33113985 PMCID: PMC7660293 DOI: 10.3390/s20216015] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 10/20/2020] [Accepted: 10/21/2020] [Indexed: 11/17/2022]
Abstract
This study performed an experimental investigation on pulsed thermography to detect internal defects, the major degradation phenomena in several structures of the secondary systems in nuclear power plants as well as industrial pipelines. The material losses due to wall thinning were simulated by drilling flat-bottomed holes (FBH) on the steel plate. FBH of different sizes in varying depths were considered to evaluate the detection capability of the proposed technique. A short and high energy light pulse was deposited on a sample surface, and an infrared camera was used to analyze the effect of the applied heat flux. The three most established signal processing techniques of thermography, namely thermal signal reconstruction (TSR), pulsed phase thermography (PPT), and principal component thermography (PCT), have been applied to raw thermal images. Then, the performance of each technique was evaluated concerning enhanced defect detectability and signal to noise ratio (SNR). The results revealed that TSR enhanced the defect detectability, detecting the maximum number of defects, PPT provided the highest SNR, especially for the deeper defects, and PCT provided the highest SNR for the shallower defects.
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Affiliation(s)
- Yoonjae Chung
- Department of Mechanical Engineering, Kongju National University, 1223-24 Cheonan-daero, Seobuk-gu, Cheonan-si 31080, Korea;
| | - Ranjit Shrestha
- Department of Mechanical Engineering, School of Engineering, Kathmandu University, Dhulikhel, P.O. Box, Kathmandu 6250, Nepal;
| | - Seungju Lee
- Department of Convergence Mechanical Engineering, Kongju National University, 1223-24 Cheonan-daero, Seobuk-gu, Cheonan-si 31080, Korea;
| | - Wontae Kim
- Division of Mechanical & Automotive Engineering, Kongju National University, 1223-24 Cheonan-daero, Seobuk-gu, Cheonan-si 31080, Korea
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17
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Saleh M, Abbass Y, Ibrahim A, Valle M. Experimental Assessment of the Interface Electronic System for PVDF-Based Piezoelectric Tactile Sensors. Sensors (Basel) 2019; 19:E4437. [PMID: 31614960 DOI: 10.3390/s19204437] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Revised: 10/04/2019] [Accepted: 10/11/2019] [Indexed: 11/16/2022]
Abstract
Tactile sensors are widely employed to enable the sense of touch for applications such as robotics and prosthetics. In addition to the selection of an appropriate sensing material, the performance of the tactile sensing system is conditioned by its interface electronic system. On the other hand, due to the need to embed the tactile sensing system into a prosthetic device, strict requirements such as small size and low power consumption are imposed on the system design. This paper presents the experimental assessment and characterization of an interface electronic system for piezoelectric tactile sensors for prosthetic applications. The interface electronic is proposed as part of a wearable system intended to be integrated into an upper limb prosthetic device. The system is based on a low power arm-microcontroller and a DDC232 device. Electrical and electromechanical setups have been implemented to assess the response of the interface electronic with PVDF-based piezoelectric sensors. The results of electrical and electromechanical tests validate the correct functionality of the proposed system.
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18
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Su Z, Zhong X, Zhang G, Li Y, He X, Wang Q, Wei Z, He C, Li D. High Sensitive Night-time Light Imaging Camera Design and In-orbit Test of Luojia1-01 Satellite. Sensors (Basel) 2019; 19:s19040797. [PMID: 30781410 PMCID: PMC6413346 DOI: 10.3390/s19040797] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Revised: 01/26/2019] [Accepted: 02/01/2019] [Indexed: 06/09/2023]
Abstract
Luojia1-01 satellite is the first scientific experimental satellite applied for night-time light remote sensing data acquisition, and the payload is an optical camera with high sensitivity, high radiation measurement accuracy and stable elements of interior orientation. At the same time, a special shaped hood is designed, which significantly improved the ability of the camera to suppress stray light. Camera electronics adopts the integrated design of focal plane and imaging processing, which greatly reduces the volume and weight of the system. In this paper, the design of the optical camera is summarized, and the results of in-orbit imaging performance tests are analyzed. The results show that the dynamic modulation transfer function (MTF) of the camera is better than 0.17, and the SNR is better than 35 dB under the condition of 10 lx illuminance and 0.3 reflectivity and all indicators meet the design requirements. The data obtained have been widely applied in many fields such as the process of urbanization, light pollution analysis, marine fisheries detection and military.
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Affiliation(s)
- Zhiqiang Su
- Chang Guang Satellite Technology Co. LTD, Changchun 130102, China.
| | - Xing Zhong
- Chang Guang Satellite Technology Co. LTD, Changchun 130102, China.
- Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China.
| | - Guo Zhang
- State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China.
| | - Yanjie Li
- Chang Guang Satellite Technology Co. LTD, Changchun 130102, China.
| | - Xiaojun He
- Chang Guang Satellite Technology Co. LTD, Changchun 130102, China.
- Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China.
| | - Qiang Wang
- Chang Guang Satellite Technology Co. LTD, Changchun 130102, China.
| | - Zongxi Wei
- Chang Guang Satellite Technology Co. LTD, Changchun 130102, China.
| | - Chunling He
- Chang Guang Satellite Technology Co. LTD, Changchun 130102, China.
| | - Deren Li
- State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China.
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19
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Saeedi-Moghadam M, Pouladian M, Faghihi R, Lotfi M. Fast Padé transform for increasing the signal to noise ratio of spectra provided by STEAM pulse sequence. Technol Health Care 2018; 27:167-172. [PMID: 30562913 DOI: 10.3233/thc-181535] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
BACKGROUND/OBJECTIVE There are two routine pulse-sequences for single voxel spectroscopy (SVS), point resolved spectroscopy (PRESS) and stimulated echo acquisition mode (STEAM). Although STEAM has several advantages in comparison to PRESS, signal/noise ratio (SNR) superiority of PRESS makes it the first choice for SVS. Application of fast Padé transform (FPT) instead of Fast Furrier transform (FFT) might increase the SNR of the signal produced by STEAM pulse-sequence and therefore allows the benefits of its advantages. We aimed to evaluate and compare the noise root mean square (RMS) and SNR provided by STEAM pulse-sequence using both FPT and FFT. MATERIALS AND METHOD A gelatin-based phantom was constructed in a 19-cm acrylic cylinder. The phantom had two normal/tumoral parts. The SVS was performed using a 3T MRI scanner. STEAM pulse-sequence were used with the following parameters: TR = 2000 ms, TM = 10 ms, and three TEs of 20, 135 and 270 ms with two data-points of 1024 and 512 and voxel-size of 1 cm3. The raw data were extracted and processed using both FFT and FPT estimators to produce the spectrum. The noise RMS and SNR of Cho and Cr metabolites were assessed. RESULTS According to the results, noise RMS of spectra provided by FPT were decreased between 3619.01-14252.94% in comparison to FFT (p< 0.00001). The SNR of Cr1 and Cho peaks of the spectra provided by FPT were increased more than 96.80 and 97.18, respectively (0.00006 <p< 0.02). DISCUSSION The difference of noise RMS's provided by FPT are thousands percent less than FFT. This enormous decrease in noise provides a good increase of SNR. While the range of Cr1 and Cho SNR by FFT are between 41.55-120.32 the range of SNRs of these peaks provided by FPT are between 1719.99-9744.79, which implies a significant difference between the efficiency of FPT and FFT. CONCLUSION This study showed that application of FPT in comparison to FFT can increase the spectra SNR and so that its usage can be helpful during the application of STEAM pulse-sequence which results in lower SNR in comparison to PRESS pulse-sequence. Thus, we should make use of the advantages of STEAM pulse-sequence.
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Affiliation(s)
- Mahdi Saeedi-Moghadam
- Department of Medical Radiation Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Majid Pouladian
- Department of Biomedical Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran.,Research Center of Engineering in Medicine and Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Reza Faghihi
- Department of Nuclear Engineering, School of Mechanical Engineering, Shiraz University, Shiraz, Iran.,Radiation Research Center, School of Mechanical Engineering, Shiraz University, Shiraz, Iran
| | - Mehrzad Lotfi
- Medical Imaging Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,Department of Radiology, Shiraz University of Medical Sciences, Shiraz, Iran
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20
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Abstract
Magnetoencephalography (MEG) captures the magnetic fields generated by neuronal current sources with sensors outside the head. In MEG analysis these current sources are estimated from the measured data to identify the locations and time courses of neural activity. Since there is no unique solution to this so-called inverse problem, multiple source estimation techniques have been developed. The nulling beamformer (NB), a modified form of the linearly constrained minimum variance (LCMV) beamformer, is specifically used in the process of inferring interregional interactions and is designed to eliminate shared signal contributions, or cross-talk, between regions of interest (ROIs) that would otherwise interfere with the connectivity analyses. The nulling beamformer applies the truncated singular value decomposition (TSVD) to remove small signal contributions from a ROI to the sensor signals. However, ROIs with strong crosstalk will have high separating power in the weaker components, which may be removed by the TSVD operation. To address this issue we propose a new method, the nulling beamformer with subspace suppression (NBSS). This method, controlled by a tuning parameter, reweights the singular values of the gain matrix mapping from source to sensor space such that components with high overlap are reduced. By doing so, we are able to measure signals between nearby source locations with limited cross-talk interference, allowing for reliable cortical connectivity analysis between them. In two simulations, we demonstrated that NBSS reduces cross-talk while retaining ROIs' signal power, and has higher separating power than both the minimum norm estimate (MNE) and the nulling beamformer without subspace suppression. We also showed that NBSS successfully localized the auditory M100 event-related field in primary auditory cortex, measured from a subject undergoing an auditory localizer task, and suppressed cross-talk in a nearby region in the superior temporal sulcus.
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Affiliation(s)
- Kunjan D Rana
- Brain and Vision Research Laboratory, Department of Biomedical Engineering, Boston University, Boston, MA, United States
| | - Matti S Hämäläinen
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States.,Department of Radiology, MGH, Harvard Medical School, Boston, MA, United States
| | - Lucia M Vaina
- Brain and Vision Research Laboratory, Department of Biomedical Engineering, Boston University, Boston, MA, United States.,Department of Neurology, MGH, Harvard Medical School, Boston, MA, United States
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21
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Symeonidou ER, Nordin AD, Hairston WD, Ferris DP. Effects of Cable Sway, Electrode Surface Area, and Electrode Mass on Electroencephalography Signal Quality during Motion. Sensors (Basel) 2018; 18:s18041073. [PMID: 29614020 PMCID: PMC5948545 DOI: 10.3390/s18041073] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 03/26/2018] [Accepted: 03/27/2018] [Indexed: 11/17/2022]
Abstract
More neuroscience researchers are using scalp electroencephalography (EEG) to measure electrocortical dynamics during human locomotion and other types of movement. Motion artifacts corrupt the EEG and mask underlying neural signals of interest. The cause of motion artifacts in EEG is often attributed to electrode motion relative to the skin, but few studies have examined EEG signals under head motion. In the current study, we tested how motion artifacts are affected by the overall mass and surface area of commercially available electrodes, as well as how cable sway contributes to motion artifacts. To provide a ground-truth signal, we used a gelatin head phantom with embedded antennas broadcasting electrical signals, and recorded EEG with a commercially available electrode system. A robotic platform moved the phantom head through sinusoidal displacements at different frequencies (0–2 Hz). Results showed that a larger electrode surface area can have a small but significant effect on improving EEG signal quality during motion and that cable sway is a major contributor to motion artifacts. These results have implications in the development of future hardware for mobile brain imaging with EEG.
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Affiliation(s)
- Evangelia-Regkina Symeonidou
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA.
- Max Planck Institute for Biological Cybernetics, 72076 Tübingen, Germany.
- International Max Planck Research School for Cognitive and Systems Neuroscience, 72074 Tübingen, Germany.
| | - Andrew D Nordin
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA.
| | - W David Hairston
- U. S. Army Research Laboratory, Aberdeen Proving Ground, Aberdeen, MD 21005, USA.
| | - Daniel P Ferris
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA.
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22
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Ojarand J, Min M. On the Selection of Excitation Signals for the Fast Spectroscopy of Electrical Bioimpedance. J Electr Bioimpedance 2018; 9:133-141. [PMID: 33584929 PMCID: PMC7852012 DOI: 10.2478/joeb-2018-0018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Indexed: 06/12/2023]
Abstract
Different excitation signals are applicable in the wideband impedance spectroscopy in general. However, in electrical bioimpedance (EBI) measurements, there are limitations that set specific demands on the properties of the excitation signals. This paper compares the efficiency of different excitation signals in a graspable presentation and gives recommendations for their use. More exactly, the paper deals with finding the efficient excitation waveforms for the fast spectroscopy of electrical bioimpedance. Nevertheless, the described solutions could be useful also in other implementations of impedance spectroscopy intended for frequency domain characterization of different objects.
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Affiliation(s)
- Jaan Ojarand
- Thomas Johann Seebeck Department of Electronics, Tallinn University of Technology, Tallinn, EstoniaUnited Kingdom
| | - Mart Min
- Thomas Johann Seebeck Department of Electronics, Tallinn University of Technology, Tallinn, EstoniaUnited Kingdom
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23
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Cordero E, Korinth F, Stiebing C, Krafft C, Schie IW, Popp J. Evaluation of Shifted Excitation Raman Difference Spectroscopy and Comparison to Computational Background Correction Methods Applied to Biochemical Raman Spectra. Sensors (Basel) 2017; 17:E1724. [PMID: 28749450 DOI: 10.3390/s17081724] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 07/18/2017] [Accepted: 07/20/2017] [Indexed: 11/17/2022]
Abstract
Raman spectroscopy provides label-free biochemical information from tissue samples without complicated sample preparation. The clinical capability of Raman spectroscopy has been demonstrated in a wide range of in vitro and in vivo applications. However, a challenge for in vivo applications is the simultaneous excitation of auto-fluorescence in the majority of tissues of interest, such as liver, bladder, brain, and others. Raman bands are then superimposed on a fluorescence background, which can be several orders of magnitude larger than the Raman signal. To eliminate the disturbing fluorescence background, several approaches are available. Among instrumentational methods shifted excitation Raman difference spectroscopy (SERDS) has been widely applied and studied. Similarly, computational techniques, for instance extended multiplicative scatter correction (EMSC), have also been employed to remove undesired background contributions. Here, we present a theoretical and experimental evaluation and comparison of fluorescence background removal approaches for Raman spectra based on SERDS and EMSC.
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Abstract
OBJECTIVE The cockpit workplace of airline pilots is a noisy environment. This study examines the hearing thresholds of pilots with respect to ambient noise and communication sound. METHODS The hearing of 487 German pilots was analysed by audiometry in the frequency range of 125 Hz-16 kHz in varying age groups. Cockpit noise (free-field) data and communication sound (acoustic manikin) measurements were evaluated. RESULTS The ambient noise levels in cockpits were found to be between 74 and 80 dB(A), and the sound pressure levels under the headset were found to be between 84 and 88 dB(A).The left-right threshold differences at 3, 4 and 6 kHz show evidence of impaired hearing at the left ear, which worsens by age.In the age groups <40/≥40 years the mean differences at 3 kHz are 2/3 dB, at 4 kHz 2/4 dB and at 6 kHz 1/6 dB.In the pilot group which used mostly the left ear for communication tasks (43 of 45 are in the older age group) the mean difference at 3 kHz is 6 dB, at 4 kHz 7 dB and at 6 kHz 10 dB. The pilots who used the headset only at the right ear also show worse hearing at the left ear of 2 dB at 3 kHz, 3 dB at 4 kHz and at 6 kHz. The frequency-corrected exposure levels under the headset are 7-11 dB(A) higher than the ambient noise with an averaged signal-to-noise ratio for communication of about 10 dB(A). CONCLUSIONS The left ear seems to be more susceptible to hearing loss than the right ear. Active noise reduction systems allow for a reduced sound level for the communication signal below the upper exposure action value of 85 dB(A) and allow for a more relaxed working environment for pilots.
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Affiliation(s)
- Reinhard Müller
- IPAS Akustiklabor, Justus-Liebig-Universität Giessen, Giessen, Germany
| | - Joachim Schneider
- Institut und Poliklinik für Arbeits- und Sozialmedizin am Universitätsklinikum Giessen und Marburg, Giessen, Germany
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Motosugi U, Hernando D, Wiens C, Bannas P, Reeder SB. High SNR Acquisitions Improve the Repeatability of Liver Fat Quantification Using Confounder-corrected Chemical Shift-encoded MR Imaging. Magn Reson Med Sci 2017; 16:332-339. [PMID: 28190853 PMCID: PMC5554738 DOI: 10.2463/mrms.mp.2016-0081] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
PURPOSE To determine whether high signal-to-noise ratio (SNR) acquisitions improve the repeatability of liver proton density fat fraction (PDFF) measurements using confounder-corrected chemical shift-encoded magnetic resonance (MR) imaging (CSE-MRI). MATERIALS AND METHODS Eleven fat-water phantoms were scanned with 8 different protocols with varying SNR. After repositioning the phantoms, the same scans were repeated to evaluate the test-retest repeatability. Next, an in vivo study was performed with 20 volunteers and 28 patients scheduled for liver magnetic resonance imaging (MRI). Two CSE-MRI protocols with standard- and high-SNR were repeated to assess test-retest repeatability. MR spectroscopy (MRS)-based PDFF was acquired as a standard of reference. The standard deviation (SD) of the difference (Δ) of PDFF measured in the two repeated scans was defined to ascertain repeatability. The correlation between PDFF of CSE-MRI and MRS was calculated to assess accuracy. The SD of Δ and correlation coefficients of the two protocols (standard- and high-SNR) were compared using F-test and t-test, respectively. Two reconstruction algorithms (complex-based and magnitude-based) were used for both the phantom and in vivo experiments. RESULTS The phantom study demonstrated that higher SNR improved the repeatability for both complex- and magnitude-based reconstruction. Similarly, the in vivo study demonstrated that the repeatability of the high-SNR protocol (SD of Δ = 0.53 for complex- and = 0.85 for magnitude-based fit) was significantly higher than using the standard-SNR protocol (0.77 for complex, P < 0.001; and 0.94 for magnitude-based fit, P = 0.003). No significant difference was observed in the accuracy between standard- and high-SNR protocols. CONCLUSION Higher SNR improves the repeatability of fat quantification using confounder-corrected CSE-MRI.
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Affiliation(s)
- Utaroh Motosugi
- Department of Radiology, University of Wisconsin.,Department of Radiology, University of Yamanashi
| | | | - Curtis Wiens
- Department of Radiology, University of Wisconsin
| | - Peter Bannas
- Department of Radiology, University of Wisconsin.,Department of Radiology, University Hospital Hamburg-Eppendorf
| | - Scott B Reeder
- Department of Radiology, University of Wisconsin.,Department of Biomedical Engineering, University of Wisconsin.,Department of Medical Physics, University of Wisconsin.,Department of Medicine, University of Wisconsin.,Department of Emergency Medicine, University of Wisconsin
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Oberstar EL, Speidel MA, Davis BJ, Strother CM, Mistretta CA. Feasibility of reduced-dose three-dimensional/four-dimensional-digital subtraction angiogram using a weighted edge preserving filter. J Med Imaging (Bellingham) 2017; 4:013501. [PMID: 28097212 DOI: 10.1117/1.jmi.4.1.013501] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 12/12/2016] [Indexed: 11/14/2022] Open
Abstract
A conventional three-dimensional/four-dimensional (3D/4D) digital subtraction angiogram (DSA) requires two rotational acquisitions (mask and fill) to compute the log-subtracted projections that are used to reconstruct a 3D/4D volume. Since all of the vascular information is contained in the fill acquisition, it is hypothesized that it is possible to reduce the x-ray dose of the mask acquisition substantially and still obtain subtracted projections adequate to reconstruct a 3D/4D volume with noise level comparable to a full-dose acquisition. A full-dose mask and fill acquisition were acquired from a clinical study to provide a known full-dose reference reconstruction. Gaussian noise was added to the mask acquisition to simulate a mask acquisition acquired at 10% relative dose. Noise in the low-dose mask projections was reduced with a weighted edge preserving filter designed to preserve bony edges while suppressing noise. Two-dimensional (2D) log-subtracted projections were computed from the filtered low-dose mask and full-dose fill projections, and then 3D/4D-DSA reconstruction algorithms were applied. Additional bilateral filtering was applied to the 3D volumes. The signal-to-noise ratio measured in the filtered 3D/4D-DSA volumes was compared to the full-dose case. The average ratio of filtered low-dose SNR to full-dose SNR was 0.856 for the 3D-DSA and 0.849 for the 4D-DSA, indicating that the method is a feasible approach to restoring SNR in DSA scans acquired with a low-dose mask. The method was also tested in a phantom study with full-dose fill and 22%-dose mask.
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Affiliation(s)
- Erick L Oberstar
- University of Wisconsin-Madison , Department of Biomedical Engineering, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Michael A Speidel
- University of Wisconsin-Madison, Department of Medical Physics, 1111 Highland Avenue #1005, Madison, Wisconsin 53705, United States; University of Wisconsin-Madison, Department of Medicine, 1685 Highland Avenue, Madison, Wisconsin 53792, United States
| | - Brian J Davis
- University of Wisconsin-Madison , Department of Biomedical Engineering, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Charles M Strother
- University of Wisconsin-Madison , Department of Radiology, 600 Highland Avenue, Madison, Wisconsin 53792, United States
| | - Charles A Mistretta
- University of Wisconsin-Madison, Department of Biomedical Engineering, 1415 Engineering Drive, Madison, Wisconsin 53706, United States; University of Wisconsin-Madison, Department of Medical Physics, 1111 Highland Avenue #1005, Madison, Wisconsin 53705, United States; University of Wisconsin-Madison, Department of Radiology, 600 Highland Avenue, Madison, Wisconsin 53792, United States
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Laleg-Kirati TM, Zhang J, Achten E, Serrai H. Spectral data de-noising using semi-classical signal analysis: application to localized MRS. NMR Biomed 2016; 29:1477-1485. [PMID: 27593698 DOI: 10.1002/nbm.3590] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 06/28/2016] [Accepted: 07/01/2016] [Indexed: 06/06/2023]
Abstract
In this paper, we propose a new post-processing technique called semi-classical signal analysis (SCSA) for MRS data de-noising. Similar to Fourier transformation, SCSA decomposes the input real positive MR spectrum into a set of linear combinations of squared eigenfunctions equivalently represented by localized functions with shape derived from the potential function of the Schrödinger operator. In this manner, the MRS spectral peaks represented as a sum of these 'shaped like' functions are efficiently separated from noise and accurately analyzed. The performance of the method is tested by analyzing simulated and real MRS data. The results obtained demonstrate that the SCSA method is highly efficient in localized MRS data de-noising and allows for an accurate data quantification.
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Affiliation(s)
- Taous-Meriem Laleg-Kirati
- King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
- Inria Centre de recherche Bordeaux Sud-Ouest, Talence, France
| | - Jiayu Zhang
- King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
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Mendoza BR, Rodríguez S, Pérez-Jiménez R, Ayala A, González O. Comparison of Three Non-Imaging Angle-Diversity Receivers as Input Sensors of Nodes for Indoor Infrared Wireless Sensor Networks: Theory and Simulation. Sensors (Basel) 2016; 16:s16071086. [PMID: 27428966 PMCID: PMC4970132 DOI: 10.3390/s16071086] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 07/05/2016] [Accepted: 07/07/2016] [Indexed: 11/16/2022]
Abstract
In general, the use of angle-diversity receivers makes it possible to reduce the impact of ambient light noise, path loss and multipath distortion, in part by exploiting the fact that they often receive the desired signal from different directions. Angle-diversity detection can be performed using a composite receiver with multiple detector elements looking in different directions. These are called non-imaging angle-diversity receivers. In this paper, a comparison of three non-imaging angle-diversity receivers as input sensors of nodes for an indoor infrared (IR) wireless sensor network is presented. The receivers considered are the conventional angle-diversity receiver (CDR), the sectored angle-diversity receiver (SDR), and the self-orienting receiver (SOR), which have been proposed or studied by research groups in Spain. To this end, the effective signal-collection area of the three receivers is modelled and a Monte-Carlo-based ray-tracing algorithm is implemented which allows us to investigate the effect on the signal to noise ratio and main IR channel parameters, such as path loss and rms delay spread, of using the three receivers in conjunction with different combination techniques in IR links operating at low bit rates. Based on the results of the simulations, we show that the use of a conventional angle-diversity receiver in conjunction with the equal-gain combining technique provides the solution with the best signal to noise ratio, the lowest computational capacity and the lowest transmitted power requirements, which comprise the main limitations for sensor nodes in an indoor infrared wireless sensor network.
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Affiliation(s)
- Beatriz R Mendoza
- Departamento de Ingeniería Industrial, Universidad de La Laguna (ULL), 38203 La Laguna (Tenerife), Spain.
| | - Silvestre Rodríguez
- Departamento de Señales y Comunicaciones, Universidad de Las Palmas de Gran Canaria (ULPGC), 35017 Las Palmas (Gran Canaria), Spain.
| | - Rafael Pérez-Jiménez
- Departamento de Señales y Comunicaciones, Universidad de Las Palmas de Gran Canaria (ULPGC), 35017 Las Palmas (Gran Canaria), Spain.
| | - Alejandro Ayala
- Departamento de Ingeniería Industrial, Universidad de La Laguna (ULL), 38203 La Laguna (Tenerife), Spain.
| | - Oswaldo González
- Departamento de Ingeniería Industrial, Universidad de La Laguna (ULL), 38203 La Laguna (Tenerife), Spain.
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29
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Martín-Buro MC, Garcés P, Maestú F. Test-retest reliability of resting-state magnetoencephalography power in sensor and source space. Hum Brain Mapp 2016; 37:179-90. [PMID: 26467848 PMCID: PMC6867588 DOI: 10.1002/hbm.23027] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Revised: 09/19/2015] [Accepted: 09/29/2015] [Indexed: 01/18/2023] Open
Abstract
Several studies have reported changes in spontaneous brain rhythms that could be used as clinical biomarkers or in the evaluation of neuropsychological and drug treatments in longitudinal studies using magnetoencephalography (MEG). There is an increasing necessity to use these measures in early diagnosis and pathology progression; however, there is a lack of studies addressing how reliable they are. Here, we provide the first test-retest reliability estimate of MEG power in resting-state at sensor and source space. In this study, we recorded 3 sessions of resting-state MEG activity from 24 healthy subjects with an interval of a week between each session. Power values were estimated at sensor and source space with beamforming for classical frequency bands: delta (2-4 Hz), theta (4-8 Hz), alpha (8-13 Hz), low beta (13-20 Hz), high beta (20-30 Hz), and gamma (30-45 Hz). Then, test-retest reliability was evaluated using the intraclass correlation coefficient (ICC). We also evaluated the relation between source power and the within-subject variability. In general, ICC of theta, alpha, and low beta power was fairly high (ICC > 0.6) while in delta and gamma power was lower. In source space, fronto-posterior alpha, frontal beta, and medial temporal theta showed the most reliable profiles. Signal-to-noise ratio could be partially responsible for reliability as low signal intensity resulted in high within-subject variability, but also the inherent nature of some brain rhythms in resting-state might be driving these reliability patterns. In conclusion, our results described the reliability of MEG power estimates in each frequency band, which could be considered in disease characterization or clinical trials.
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Affiliation(s)
- María Carmen Martín-Buro
- Laboratory of Cognitive and Computational Neuroscience, Centre for Biomedical Technology, Madrid, Spain
- Psychology Division, Cardenal Cisneros University College, Complutense University of Madrid, Spain
- Biomedical Research Networking Center in Bioengineering Biomaterials and Nanomedicine (CIBER-BBN), Madrid, Spain
| | - Pilar Garcés
- Laboratory of Cognitive and Computational Neuroscience, Centre for Biomedical Technology, Madrid, Spain
- Biomedical Research Networking Center in Bioengineering Biomaterials and Nanomedicine (CIBER-BBN), Madrid, Spain
- Department of Applied Physics III, Faculty of Physics, Complutense University of Madrid, Spain
| | - Fernando Maestú
- Laboratory of Cognitive and Computational Neuroscience, Centre for Biomedical Technology, Madrid, Spain
- Biomedical Research Networking Center in Bioengineering Biomaterials and Nanomedicine (CIBER-BBN), Madrid, Spain
- Department of Basic Psychology II, Faculty of Psychology, Complutense University of Madrid, Spain
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30
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Abstract
Contextual cueing effects of 6-8-year-old children, 10-12-year-old-children, and college students were compared under conditions in which some of the distracters in the search displays predicted the location of the target and other distracters did not. More specifically, the percent of distracters that predicted the location of the target varied across three conditions (100%, 67%, and 33%). Previous research had indicated that children are impacted more than adults when the percent of predictive distracters is relatively low. However, that research included new displays as well as repeated displays as participants were implicitly learning the association between the predictive distracters and the target. This re-evaluation did not introduce new display until a separate test phase. Results suggested that all three age groups demonstrated significant and comparable contextual cueing effects across all three signal-to-noise ratio conditions. Hence, children appear to possess the general ability to extract and remember information associated with spatial regularities in the presence of considerable spatial noise. In addition, contextual cueing effects were linked to improvements in search efficiency for all groups in this study, providing another degree of similarity across variations in age.
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31
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Liu J, Wang Y, Liu C, Wilson T, Wang H, Tan J. Digital differential confocal microscopy based on spatial shift transformation. J Microsc 2014; 256:126-32. [PMID: 25303106 DOI: 10.1111/jmi.12166] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2014] [Accepted: 07/15/2014] [Indexed: 10/24/2022]
Abstract
Differential confocal microscopy is a particularly powerful surface profilometry technique in industrial metrology due to its high axial sensitivity and insensitivity to noise. However, the practical implementation of the technique requires the accurate positioning of point detectors in three-dimensions. We describe a simple alternative based on spatial transformation of a through-focus series of images obtained from a homemade beam scanning confocal microscope. This digital differential confocal microscopy approach is described and compared with the traditional Differential confocal microscopy approach. The ease of use of the digital differential confocal microscopy system is illustrated by performing measurements on a 3D standard specimen.
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Affiliation(s)
- J Liu
- Ultra-Precision Optoelectronic Instrument Engineering Center, Harbin Institute of Technology, West Da-Zhi Street, Harbin, Heilongjiang, China
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32
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Zacksenhouse M, Lebedev MA, Nicolelis MAL. Signal-independent timescale analysis (SITA) and its application for neural coding during reaching and walking. Front Comput Neurosci 2014; 8:91. [PMID: 25191263 PMCID: PMC4137543 DOI: 10.3389/fncom.2014.00091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Accepted: 07/21/2014] [Indexed: 11/23/2022] Open
Abstract
What are the relevant timescales of neural encoding in the brain? This question is commonly investigated with respect to well-defined stimuli or actions. However, neurons often encode multiple signals, including hidden or internal, which are not experimentally controlled, and thus excluded from such analysis. Here we consider all rate modulations as the signal, and define the rate-modulations signal-to-noise ratio (RM-SNR) as the ratio between the variance of the rate and the variance of the neuronal noise. As the bin-width increases, RM-SNR increases while the update rate decreases. This tradeoff is captured by the ratio of RM-SNR to bin-width, and its variations with the bin-width reveal the timescales of neural activity. Theoretical analysis and simulations elucidate how the interactions between the recovery properties of the unit and the spectral content of the encoded signals shape this ratio and determine the timescales of neural coding. The resulting signal-independent timescale analysis (SITA) is applied to investigate timescales of neural activity recorded from the motor cortex of monkeys during: (i) reaching experiments with Brain-Machine Interface (BMI), and (ii) locomotion experiments at different speeds. Interestingly, the timescales during BMI experiments did not change significantly with the control mode or training. During locomotion, the analysis identified units whose timescale varied consistently with the experimentally controlled speed of walking, though the specific timescale reflected also the recovery properties of the unit. Thus, the proposed method, SITA, characterizes the timescales of neural encoding and how they are affected by the motor task, while accounting for all rate modulations.
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Affiliation(s)
- Miriam Zacksenhouse
- Brain-Computer Interfaces for Rehabilitation Laboratory, Department of Mechanical Engineering, Technion - IIT Haifa, Israel
| | - Mikhail A Lebedev
- Department of Neurobiology, Center for Neuro-Engineering, Duke University Durham, NC, USA
| | - Miguel A L Nicolelis
- Department of Neurobiology, Center for Neuro-Engineering, Duke University Durham, NC, USA
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33
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Ding Y, Xue H, Ahmad R, Chang TC, Ting ST, Simonetti OP. Paradoxical effect of the signal-to-noise ratio of GRAPPA calibration lines: A quantitative study. Magn Reson Med 2014; 74:231-239. [PMID: 25078425 DOI: 10.1002/mrm.25385] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2013] [Revised: 06/28/2014] [Accepted: 07/06/2014] [Indexed: 11/11/2022]
Abstract
PURPOSE Intuitively, GRAPPA auto-calibration signal (ACS) lines with higher signal-to-noise ratio (SNR) may be expected to boost the accuracy of kernel estimation and increase the SNR of GRAPPA reconstructed images. Paradoxically, Sodickson and his colleagues pointed out that using ACS lines with high SNR may actually lead to lower SNR in the GRAPPA reconstructed images. A quantitative study of how the noise in the ACS lines affects the SNR of the GRAPPA reconstructed images is presented. METHODS In a phantom, the singular values of the GRAPPA encoding matrix and the root-mean-square error of GRAPPA reconstruction were evaluated using multiple sets of ACS lines with variant SNR. In volunteers, ACS lines with high and low SNR were estimated, and the SNR of corresponding TGRAPPA reconstructed images was evaluated. RESULTS We show that the condition number of the GRAPPA kernel estimation equations is proportional to the SNR of the ACS lines. In dynamic image series reconstructed with TGRAPPA, high SNR ACS lines result in reduced SNR if appropriate regularization is not applied. CONCLUSION Noise has a similar effect to Tikhonov regularization. Without appropriate regularization, a GRAPPA kernel estimated from ACS lines with higher SNR amplifies random noise in the GRAPPA reconstruction. Magn Reson Med 74:231-239, 2015. © 2014 Wiley Periodicals, Inc.
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Affiliation(s)
- Yu Ding
- Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University, Columbus, Ohio, USA
| | - Hui Xue
- Magnetic Resonance Technology Program, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Rizwan Ahmad
- Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University, Columbus, Ohio, USA.,Department of Electrical and Computer Engineering, The Ohio State University, Columbus, Ohio, USA
| | | | - Samuel T Ting
- Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University, Columbus, Ohio, USA.,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Orlando P Simonetti
- Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University, Columbus, Ohio, USA.,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, USA.,Department of Internal Medicine, The Ohio State University, Columbus, Ohio, USA.,Department of Radiology, The Ohio State University, Columbus, Ohio, USA
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Hansen MS, Kellman P. Image reconstruction: an overview for clinicians. J Magn Reson Imaging 2014; 41:573-85. [PMID: 24962650 DOI: 10.1002/jmri.24687] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2014] [Revised: 05/27/2014] [Accepted: 05/27/2014] [Indexed: 12/18/2022] Open
Abstract
Image reconstruction plays a critical role in the clinical use of magnetic resonance imaging (MRI). The MRI raw data is not acquired in image space and the role of the image reconstruction process is to transform the acquired raw data into images that can be interpreted clinically. This process involves multiple signal processing steps that each have an impact on the image quality. This review explains the basic terminology used for describing and quantifying image quality in terms of signal-to-noise ratio and point spread function. In this context, several commonly used image reconstruction components are discussed. The image reconstruction components covered include noise prewhitening for phased array data acquisition, interpolation needed to reconstruct square pixels, raw data filtering for reducing Gibbs ringing artifacts, Fourier transforms connecting the raw data with image space, and phased array coil combination. The treatment of phased array coils includes a general explanation of parallel imaging as a coil combination technique. The review is aimed at readers with no signal processing experience and should enable them to understand what role basic image reconstruction steps play in the formation of clinical images and how the resulting image quality is described.
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Affiliation(s)
- Michael S Hansen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
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35
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Hansen MS, Inati SJ, Kellman P. Noise propagation in region of interest measurements. Magn Reson Med 2014; 73:1300-8. [PMID: 24634307 DOI: 10.1002/mrm.25194] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Revised: 01/29/2014] [Accepted: 02/06/2014] [Indexed: 11/05/2022]
Abstract
PURPOSE The purpose of this work was to develop and validate a technique for predicting the standard deviation (SD) associated with thermal noise propagation in region of interest measurements. THEORY AND METHODS Standard methods for error propagation estimation were used to derive equations for the SDs of linear combinations of complex, magnitude, or phase pixel values. The equations were applied to common imaging scenarios in which the image pixels were correlated due to anisotropic pixel resolutions and parallel imaging. All SD estimates were evaluated efficiently using only vector-vector multiplications and Fourier transforms. The estimated SDs were compared to those obtained using repeated experiments and pseudo replica reconstructions. RESULTS The proposed method was able to predict region of interest SDs in all the tested analysis scenarios. Positive and negative noise correlations caused by different parallel-imaging aliasing point spread functions were accurately predicted, and the method predicted the confidence intervals (CI) of time-intensity curves for in vivo cardiac perfusion measurements. CONCLUSION An intuitive technique for region of interest CIs was developed and validated using phantom experiments and in vivo data.
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Affiliation(s)
- Michael S Hansen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
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Shetty HN, Mahadev S, Veeresh D. The Relationship Between Acceptable Noise Level and Electrophysiologic Auditory Brainstem and Cortical Signal to Noise Ratios. Audiol Res 2014; 4:93. [PMID: 26557352 PMCID: PMC4627135 DOI: 10.4081/audiores.2014.93] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2013] [Revised: 03/07/2014] [Accepted: 03/11/2014] [Indexed: 11/23/2022] Open
Abstract
The following objectives of the study were formulated: i) to investigate differences in measured signal to noise ratios while recording speech-evoked auditory brainstem response (cABR) and cortical late latency response (LLR) in low and high acceptable noise level (ANL) groups; and ii) to compare peak to peak amplitude of cABR (V-A) and LLR (N1-P2) in low and high ANL groups. A total of 23 normal hearing participants was included in the study. One shot replicative and partly exploratory research design was utilized to study the effect of signal to noise ratio in a recorded waveform on afferent mechanism, assessed by cABR and LLR on participants having values of ANL of ≤7 (low ANL group) and ≥13 (high ANL group). There were no differences in signal to noise ratio in the recorded waveforms of cABR and LLR between low and high ANL groups at both brainstem and cortical levels. However, the peak to peak amplitude of V-A of cABR and N1-P2 of LLR were both statistically larger in the high ANL group compared to their counterpart. The signal to noise ratio in recorded waveforms did not differentiated cABR (V-A) or LLR (N1-P2) in low and high ANL groups. However, Larger peak to peak amplitudes in the high ANL group suggests differences higher processing centers in the upper brainstem to the auditory cortex. The findings of the study may be useful in determining the patient acceptability of noise.
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Affiliation(s)
| | - Sankalapa Mahadev
- Audiology & Speech Language Pathology, All India Institute of Speech and Hearing , India
| | - Devamma Veeresh
- Audiology & Speech Language Pathology, All India Institute of Speech and Hearing , India
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Gopinath T, Mote KR, Veglia G. Sensitivity and resolution enhancement of oriented solid-state NMR: application to membrane proteins. Prog Nucl Magn Reson Spectrosc 2013; 75:50-68. [PMID: 24160761 PMCID: PMC3850070 DOI: 10.1016/j.pnmrs.2013.07.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2013] [Accepted: 06/16/2013] [Indexed: 05/19/2023]
Abstract
Oriented solid-state NMR (O-ssNMR) spectroscopy is a major technique for the high-resolution analysis of the structure and topology of transmembrane proteins in native-like environments. Unlike magic angle spinning (MAS) techniques, O-ssNMR spectroscopy requires membrane protein preparations that are uniformly oriented (mechanically or magnetically) so that anisotropic NMR parameters, such as dipolar and chemical shift interactions, can be measured to determine structure and orientation of membrane proteins in lipid bilayers. Traditional sample preparations involving mechanically aligned lipids often result in short relaxation times which broaden the (15)N resonances and encumber the manipulation of nuclear spin coherences. The introduction of lipid bicelles as membrane mimicking systems has changed this scenario, and the more favorable relaxation properties of membrane protein (15)N and (13)C resonances make it possible to develop new, more elaborate pulse sequences for higher spectral resolution and sensitivity. Here, we describe our recent progress in the optimization of O-ssNMR pulse sequences. We explain the theory behind these experiments, demonstrate their application to small and medium size proteins, and describe the technical details for setting up these new experiments on the new generation of NMR spectrometers.
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Affiliation(s)
- T. Gopinath
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States
| | - Kaustubh R. Mote
- Department of Chemistry, University of Minnesota, Minneapolis, MN 55455, United States
| | - Gianluigi Veglia
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States
- Department of Chemistry, University of Minnesota, Minneapolis, MN 55455, United States
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Liu M, Wang J, Wu X, Wang E, Baptista D, Scott B, Liu P. HPLC method development, validation and impurity characterization for an antitumor Hsp90 inhibitor-PU-H71 (NSC 750424). J Pharm Biomed Anal 2013; 89:34-41. [PMID: 24252723 DOI: 10.1016/j.jpba.2013.10.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2013] [Revised: 09/23/2013] [Accepted: 10/04/2013] [Indexed: 01/22/2023]
Abstract
An HPLC method for the assay of the heat shock protein 90 inhibitor, PU-H71 (NSC 750424), has been developed and validated. The stress testing of PU-H71 was carried out in accordance with ICH guidelines Q1A (R2) under aqueous, acidic, alkaline, oxidative, thermolytic and photolytic conditions. The separation of PU-H71 from its impurities and degradation products was achieved within 50min on a Mac-Mod ACE 3 C18 column (150mm×4.6mm i.d., 3μm) with a gradient mobile phase comprising 20-95% acetonitrile in water, with 0.1% trifluroacetic acid in both phases. LC-quadrupole TOF/MS was used to obtain accurate mass data on various components as well as on their fragments for characterization of impurities and degradation products. The proposed HPLC assay method was validated for specificity, linearity (concentration range 0.1-0.3mg/mL, r≥0.9998), accuracy (recovery 99.7-101.1%), precision (intra-lab RSD≤1.39%, inter-lab RSD≤0.91%), sensitivity (LOD 0.08μg/mL), and ruggedness. The developed method was suitable for the assay and stability monitoring of PU-H71 drug substance.
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Affiliation(s)
- Mingtao Liu
- SRI International, 333 Ravenswood Avenue, Menlo Park, CA 94025, USA
| | - Jennie Wang
- SRI International, 333 Ravenswood Avenue, Menlo Park, CA 94025, USA.
| | - Xiaogang Wu
- SRI International, 333 Ravenswood Avenue, Menlo Park, CA 94025, USA
| | - Euphemia Wang
- SRI International, 333 Ravenswood Avenue, Menlo Park, CA 94025, USA
| | - Diego Baptista
- SRI International, 333 Ravenswood Avenue, Menlo Park, CA 94025, USA
| | - Brendan Scott
- Midwest Research Institute, 425 Volker Boulevard, Kansas City, MO 64110, USA
| | - Paul Liu
- Pharmaceutical Resources Branch, DCTD, NCI, 6130 Executive Boulevard, Bethesda, MD 20892, USA
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Wei W, Jia G, Flanigan D, Zhou J, Knopp MV. Chemical exchange saturation transfer MR imaging of articular cartilage glycosaminoglycans at 3 T: Accuracy of B0 Field Inhomogeneity corrections with gradient echo method. Magn Reson Imaging 2013; 32:41-7. [PMID: 24119460 DOI: 10.1016/j.mri.2013.07.009] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Revised: 06/15/2013] [Accepted: 07/21/2013] [Indexed: 11/29/2022]
Abstract
Glycosaminoglycan Chemical Exchange Saturation Transfer (gagCEST) is an important molecular MRI methodology developed to assess changes in cartilage GAG concentrations. The correction for B0 field inhomogeneity is technically crucial in gagCEST imaging. This study evaluates the accuracy of the B0 estimation determined by the dual gradient echo method and the effect on gagCEST measurements. The results were compared with those from the commonly used z-spectrum method. Eleven knee patients and three healthy volunteers were scanned. Dual gradient echo B0 maps with different ∆TE values (1, 2, 4, 8, and 10 ms) were acquired. The asymmetry of the magnetization transfer ratio at 1 ppm offset referred to the bulk water frequency, MTRasym(1 ppm), was used to quantify cartilage GAG levels. The B0 shifts for all knee patients using the z-spectrum and dual gradient echo methods are strongly correlated for all ∆TE values used (r = 0.997 to 0.786, corresponding to ∆TE = 10 to 1 ms). The corrected MTRasym(1 ppm) values using the z-spectrum method (1.34% ± 0.74%) highly agree only with those using the dual gradient echo methods with ∆TE = 10 ms (1.72% ± 0.80%; r = 0.924) and 8 ms (1.50% ± 0.82%; r = 0.712). The dual gradient echo method with longer ∆TE values (more than 8 ms) has an excellent correlation with the z-spectrum method for gagCEST imaging at 3T.
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Affiliation(s)
- Wenbo Wei
- Wright Center of Innovation in Biomedical Imaging and Department of Radiology, The Ohio State University, Columbus, OH, United States
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Wei Z, Xueyun W, Jian jian Z, Hongxing L. Noninvasive fetal ECG estimation using adaptive comb filter. Comput Methods Programs Biomed 2013; 112:125-134. [PMID: 23942332 DOI: 10.1016/j.cmpb.2013.07.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2012] [Revised: 06/06/2013] [Accepted: 07/21/2013] [Indexed: 06/02/2023]
Abstract
This paper describes a robust and simple algorithm for fetal electrocardiogram (FECG) estimation from abdominal signal using adaptive comb filter (ACF). The ACF can adjust itself to the temporal variations in fundamental frequency, which makes it qualified for the estimation of quasi-periodic component from physiologic signal, such as ECG. The validity and performance of the described method are confirmed through experiments on real fetal ECG data. A comparison with the well-known independent component analysis (ICA) method has also been presented.
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Affiliation(s)
- Zheng Wei
- School of Electronic Information, Jiangsu University of Science and Technology, ZhenJiang, China.
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41
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Gopalakrishnan R, Machado AG, Burgess RC, Mosher JC. The use of contact heat evoked potential stimulator (CHEPS) in magnetoencephalography for pain research. J Neurosci Methods 2013; 220:55-63. [PMID: 23994044 DOI: 10.1016/j.jneumeth.2013.08.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2013] [Revised: 08/13/2013] [Accepted: 08/15/2013] [Indexed: 10/26/2022]
Abstract
BACKGROUND Contact heat evoked potentials (CHEP) is a thermal stimulus modality used in pain research. We examine a commercial CHEP stimulator (CHEPS) that is designed to work in an fMRI environment, but poorly understood in the MEG environment. The CHEPS attains target temperatures rapidly using sophisticated control signals that unfortunately induce artifacts in the MEG. In this paper, we summarize our experiences using the CHEPS in MEG to study pain using an experimental paradigm, and propose a novel method for managing its artifact. NEW METHOD We introduce a novel damped sinusoid modeling (DSM) technique to remove the CHEPS artifact based on estimates of the underlying sinusoids and damping factors. We show comparisons to signal space projection (SSP) and temporal signal space separation (tSSS) methods. RESULTS The CHEPS artifact is highly dynamic, yet deterministic, switching rapidly from one frequency to another, with different spatial components. The galvanic connection between the subject and the CHEPS probe alters its performance, making pre-characterization difficult. COMPARISON WITH EXISTING METHODS SSP methods failed to remove the artifact completely. TSSS performed better than SSP; however, tSSS requires the use of a multipolar head model that decreases the dimensionality and possibly the information content of the data. In contrast, DSM offers a strictly temporal modeling approach in which the artifact is estimated as a sum of damped sinusoids which is subtracted from the data. CONCLUSION Though the CHEPS increases the noise floor and introduces artifacts to the data, we believe the device can be successfully used in MEG if appropriate artifact removal techniques are followed.
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Weaver KE, Richards TL, Saenz M, Petropoulos H, Fine I. Neurochemical changes within human early blind occipital cortex. Neuroscience 2013; 252:222-33. [PMID: 23954804 DOI: 10.1016/j.neuroscience.2013.08.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2012] [Revised: 08/01/2013] [Accepted: 08/02/2013] [Indexed: 01/01/2023]
Abstract
Early blindness results in occipital cortex neurons responding to a wide range of auditory and tactile stimuli. These changes in tuning properties are accompanied by an extensive reorganization of the occipital cortex that includes alterations in anatomical structure, neurochemical and metabolic pathways. Although it has been established in animal models that neurochemical pathways are heavily affected by early visual deprivation, the effects of blindness on these pathways in humans is still not well characterized. Here, using (1)H magnetic resonance spectroscopy in nine early blind and normally sighted subjects, we find that early blindness is associated with higher levels of creatine, choline and myo-Inositol and indications of lower levels of GABA within the occipital cortex. These results suggest that the cross-modal responses associated with early blindness may, at least in part, be driven by changes within occipital biochemical pathways.
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Annamdevula NS, Sweat B, Favreau P, Lindsey AS, Alvarez DF, Rich TC, Leavesley SJ. An approach for characterizing and comparing hyperspectral microscopy systems. Sensors (Basel) 2013; 13:9267-93. [PMID: 23877125 PMCID: PMC3758648 DOI: 10.3390/s130709267] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2013] [Revised: 07/08/2013] [Accepted: 07/15/2013] [Indexed: 11/16/2022]
Abstract
Hyperspectral imaging and analysis approaches offer accurate detection and quantification of fluorescently-labeled proteins and cells in highly autofluorescent tissues. However, selecting optimum acquisition settings for hyperspectral imaging is often a daunting task. In this study, we compared two hyperspectral systems-a widefield system with acoustic optical tunable filter (AOTF) and charge coupled device (CCD) camera, and a confocal system with diffraction gratings and photomultiplier tube (PMT) array. We measured the effects of system parameters on hyperspectral image quality and linear unmixing results. Parameters that were assessed for the confocal system included pinhole diameter, laser power, PMT gain and for the widefield system included arc lamp intensity, and camera gain. The signal-to-noise ratio (SNR) and the root-mean-square error (RMS error) were measured to assess system performance. Photobleaching dynamics were studied. Finally, theoretical sensitivity studies were performed to estimate the incremental response (sensitivity) and false-positive detection rates (specificity). Results indicate that hyperspectral imaging assays are highly dependent on system parameters and experimental conditions. For detection of green fluorescent protein (GFP)-expressing cells in fixed lung tissues, a confocal pinhole of five airy disk units, high excitation intensity and low detector gain were optimal. The theoretical sensitivity studies revealed that widefield hyperspectral microscopy was able to detect GFP with fewer false positive occurrences than confocal microscopy, even though confocal microscopy offered improved signal and noise characteristics. These studies provide a framework for optimization that can be applied to a variety of hyperspectral imaging systems.
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Affiliation(s)
- Naga S. Annamdevula
- Department of Chemical and Biomolecular Engineering, University of South Alabama, 150 Jaguar Dr., SH 4129, Mobile, AL 36688, USA; E-Mails: (N.S.A.); (B.S.); (P.F.)
| | - Brenner Sweat
- Department of Chemical and Biomolecular Engineering, University of South Alabama, 150 Jaguar Dr., SH 4129, Mobile, AL 36688, USA; E-Mails: (N.S.A.); (B.S.); (P.F.)
| | - Peter Favreau
- Department of Chemical and Biomolecular Engineering, University of South Alabama, 150 Jaguar Dr., SH 4129, Mobile, AL 36688, USA; E-Mails: (N.S.A.); (B.S.); (P.F.)
| | - Ashley S. Lindsey
- Department of Pharmacology, University of South Alabama, 5851 USA Dr. N., Mobile, AL 36688, USA; E-Mails: (A.S.L.); (D.F.A.); (T.C.R.)
| | - Diego F. Alvarez
- Department of Pharmacology, University of South Alabama, 5851 USA Dr. N., Mobile, AL 36688, USA; E-Mails: (A.S.L.); (D.F.A.); (T.C.R.)
- Center for Lung Biology, University of South Alabama, 5851 USA Dr. N., Mobile, AL 36688, USA
- Department of Internal Medicine, University of South Alabama, 5851 USA Dr. N., Mobile, AL 36688, USA
| | - Thomas C. Rich
- Department of Pharmacology, University of South Alabama, 5851 USA Dr. N., Mobile, AL 36688, USA; E-Mails: (A.S.L.); (D.F.A.); (T.C.R.)
- Center for Lung Biology, University of South Alabama, 5851 USA Dr. N., Mobile, AL 36688, USA
- College of Engineering, University of South Alabama, 150 Jaguar Dr., Mobile, AL 36688, USA
| | - Silas J. Leavesley
- Department of Chemical and Biomolecular Engineering, University of South Alabama, 150 Jaguar Dr., SH 4129, Mobile, AL 36688, USA; E-Mails: (N.S.A.); (B.S.); (P.F.)
- Department of Pharmacology, University of South Alabama, 5851 USA Dr. N., Mobile, AL 36688, USA; E-Mails: (A.S.L.); (D.F.A.); (T.C.R.)
- Center for Lung Biology, University of South Alabama, 5851 USA Dr. N., Mobile, AL 36688, USA
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Kuchař L, Asfaw B, Poupětová H, Honzíková J, Tureček F, Ledvinová J. Direct tandem mass spectrometric profiling of sulfatides in dry urinary samples for screening of metachromatic leukodystrophy. Clin Chim Acta 2013; 425:153-9. [PMID: 23838369 DOI: 10.1016/j.cca.2013.06.027] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2013] [Revised: 06/28/2013] [Accepted: 06/28/2013] [Indexed: 11/28/2022]
Abstract
BACKGROUND Prediagnostic steps in suspected metachromatic leukodystrophy (MLD) rely on clinical chemical methods other than enzyme assays. We report a new diagnostic method which evaluates changes in the spectrum of molecular types of sulfatides (3-O-sulfogalactosyl ceramides) in MLD urine. METHODS The procedure allows isolation of urinary sulfatides by solid-phase extraction on DEAE-cellulose membranes, transportation of a dry membrane followed by elution and tandem mass spectrometry (MS/MS) analysis in the clinical laboratory. Major sulfatide isoforms are normalized to the least variable component of the spectrum, which is the indigenous C18:0 isoform. This procedure does not require the use of specific internal standards and minimizes errors caused by sample preparation and measurement. RESULTS Urinary sulfatides were analyzed in a set of 21 samples from patients affected by sulfatidosis. The combined abundance of the five most elevated isoforms, C22:0, C22:0-OH, C24:0, C24:1-OH, and C24:0-OH sulfatides, was found to give the greatest distinction between MLD-affected patients and a control group. CONCLUSIONS The method avoids transportation of liquid urine samples and generates stable membrane-bound sulfatide samples that can be stored at ambient temperature. MS/MS sulfatide profiling targeted on the most MLD-representative isoforms is simple with robust results and is suitable for screening.
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Affiliation(s)
- Ladislav Kuchař
- Institute of Inherited Metabolic Diseases, First Faculty of Medicine and General Teaching Hospital, Charles University, 128 08 Prague, Czech Republic
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Omer DB, Hildesheim R, Grinvald A. Temporally-structured acquisition of multidimensional optical imaging data facilitates visualization of elusive cortical representations in the behaving monkey. Neuroimage 2013; 82:237-51. [PMID: 23689017 DOI: 10.1016/j.neuroimage.2013.05.045] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2012] [Revised: 04/13/2013] [Accepted: 05/05/2013] [Indexed: 11/24/2022] Open
Abstract
Fundamental understanding of higher cognitive functions can greatly benefit from imaging of cortical activity with high spatiotemporal resolution in the behaving non-human primate. To achieve rapid imaging of high-resolution dynamics of cortical representations of spontaneous and evoked activity, we designed a novel data acquisition protocol for sensory stimulation by rapidly interleaving multiple stimuli in continuous sessions of optical imaging with voltage-sensitive dyes. We also tested a new algorithm for the "temporally structured component analysis" (TSCA) of a multidimensional time series that was developed for our new data acquisition protocol, but was tested only on simulated data (Blumenfeld, 2010). In addition to the raw data, the algorithm incorporates prior knowledge about the temporal structure of the data as well as input from other information. Here we showed that TSCA can successfully separate functional signal components from other signals referred to as noise. Imaging of responses to multiple visual stimuli, utilizing voltage-sensitive dyes, was performed on the visual cortex of awake monkeys. Multiple cortical representations, including orientation and ocular dominance maps as well as the hitherto elusive retinotopic representation of orientation stimuli, were extracted in only 10s of imaging, approximately two orders of magnitude faster than accomplished by conventional methods. Since the approach is rather general, other imaging techniques may also benefit from the same stimulation protocol. This methodology can thus facilitate rapid optical imaging explorations in monkeys, rodents and other species with a versatility and speed that were not feasible before.
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Affiliation(s)
- David B Omer
- Department of Neurobiology, The Weizmann Institute of Science, 76100 Rehovot, Israel.
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Gerhardt I, Mai L, Lamas-Linares A, Kurtsiefer C. Detection of single molecules illuminated by a light-emitting diode. Sensors (Basel) 2011; 11:905-16. [PMID: 22346610 DOI: 10.3390/s110100905] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2010] [Revised: 01/11/2011] [Accepted: 01/12/2011] [Indexed: 11/17/2022]
Abstract
Optical detection and spectroscopy of single molecules has become an indispensable tool in biological imaging and sensing. Its success is based on fluorescence of organic dye molecules under carefully engineered laser illumination. In this paper we demonstrate optical detection of single molecules on a wide-field microscope with an illumination based on a commercially available, green light-emitting diode. The results are directly compared with laser illumination in the same experimental configuration. The setup and the limiting factors, such as light transfer to the sample, spectral filtering and the resulting signal-to-noise ratio are discussed. A theoretical and an experimental approach to estimate these parameters are presented. The results can be adapted to other single emitter and illumination schemes.
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Yin X, Shah S, Katsaggelos AK, Larson AC. Improved R2* measurement accuracy with absolute SNR truncation and optimal coil combination. NMR Biomed 2010; 23:1127-1136. [PMID: 21162142 PMCID: PMC3043554 DOI: 10.1002/nbm.1539] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Accurate R2* measurements are critical for many abdominal imaging applications. Conventionally, R2* maps are derived via the monoexponential fitting of signal decay within a series of gradient-echo (GRE) images reconstructed from multichannel datasets combined using a root sum-of-squares (RSS) approach. However, the noise bias at low-SNR TEs from RSS-reconstructed data often causes the underestimation of R2* values. In phantom, ex vivo animal model and normal volunteer studies, we investigated the accuracy of low-SNR R2* measurement when combining truncation and coil combination methods. The accuracy for R2* estimations was shown to be affected by the intrinsic R2* value, SNR level and the chosen reconstruction method. The R2* estimation error was found to decrease with increasing SNR level, decreasing R2* value and the use of the optimal B1-weighted combined (OBC) image reconstruction method. Data truncation based on rigorous voxel-wise SNR estimates can reduce R2* measurement error in the setting of low SNR with fast signal decay. When optimal SNR truncation thresholds are unknown, the OBC method can provide optimal R2* measurements given the minimal truncation requirements.
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Affiliation(s)
- Xiaoming Yin
- Department of Radiology, Northwestern University, Chicago, IL, USA
- Department of Electrical Engineering and Computer Science, Northwestern University, Chicago, IL, USA
| | - Saurabh Shah
- Siemens Medical Solutions, MR Research and Development, Chicago, Illinois, USA
| | - Aggelos K. Katsaggelos
- Department of Electrical Engineering and Computer Science, Northwestern University, Chicago, IL, USA
| | - Andrew C. Larson
- Department of Radiology, Northwestern University, Chicago, IL, USA
- Department of Electrical Engineering and Computer Science, Northwestern University, Chicago, IL, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, USA
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