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For: Koolen N, Jansen K, Vervisch J, Matic V, De Vos M, Naulaers G, Van Huffel S. Line length as a robust method to detect high-activity events: automated burst detection in premature EEG recordings. Clin Neurophysiol 2014;125:1985-94. [PMID: 24631012 DOI: 10.1016/j.clinph.2014.02.015] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2013] [Revised: 01/30/2014] [Accepted: 02/17/2014] [Indexed: 10/25/2022]
Number Cited by Other Article(s)
1
Liu J, Younk R, Drahos LM, Nagrale SS, Yadav S, Widge AS, Shoaran M. Neural Decoding and Feature Selection Techniques for Closed-Loop Control of Defensive Behavior. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.06.597165. [PMID: 38895388 PMCID: PMC11185693 DOI: 10.1101/2024.06.06.597165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
2
Orlandic L, Thevenot J, Teijeiro T, Atienza D. A Multimodal Dataset for Automatic Edge-AI Cough Detection. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2023;2023:1-7. [PMID: 38082667 DOI: 10.1109/embc40787.2023.10340413] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
3
Supervised Machine Learning and Deep Learning Techniques for Epileptic Seizure Recognition Using EEG Signals-A Systematic Literature Review. BIOENGINEERING (BASEL, SWITZERLAND) 2022;9:bioengineering9120781. [PMID: 36550987 PMCID: PMC9774931 DOI: 10.3390/bioengineering9120781] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 10/07/2022] [Accepted: 10/11/2022] [Indexed: 12/13/2022]
4
Ahmad I, Wang X, Zhu M, Wang C, Pi Y, Khan JA, Khan S, Samuel OW, Chen S, Li G. EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:6486570. [PMID: 35755757 PMCID: PMC9232335 DOI: 10.1155/2022/6486570] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 05/10/2022] [Indexed: 12/21/2022]
5
Ye H, Fan Z, Li G, Wu Z, Hu J, Sheng X, Chen L, Zhu X. Spontaneous State Detection Using Time-Frequency and Time-Domain Features Extracted From Stereo-Electroencephalography Traces. Front Neurosci 2022;16:818214. [PMID: 35368269 PMCID: PMC8968069 DOI: 10.3389/fnins.2022.818214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 02/15/2022] [Indexed: 11/23/2022]  Open
6
Li G, Jiang S, Meng J, Chai G, Wu Z, Fan Z, Hu J, Sheng X, Zhang D, Chen L, Zhu X. Assessing differential representation of hand movements in multiple domains using stereo-electroencephalographic recordings. Neuroimage 2022;250:118969. [DOI: 10.1016/j.neuroimage.2022.118969] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 01/28/2022] [Accepted: 02/02/2022] [Indexed: 01/03/2023]  Open
7
Anuragi A, Singh Sisodia D, Pachori RB. Epileptic-seizure classification using phase-space representation of FBSE-EWT based EEG sub-band signals and ensemble learners. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2021.103138] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
8
Anuragi A, Sisodia DS, Pachori RB. Automated FBSE-EWT based learning framework for detection of epileptic seizures using time-segmented EEG signals. Comput Biol Med 2021;136:104708. [PMID: 34358996 DOI: 10.1016/j.compbiomed.2021.104708] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 07/25/2021] [Accepted: 07/25/2021] [Indexed: 11/19/2022]
9
EEG based visual cognitive workload analysis using multirate IIR filters. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102819] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
10
Murphy BM, Goulding RM, O'Toole JM. Detection of Transient Bursts in the EEG of Preterm Infants using Time-Frequency Distributions and Machine Learning. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2020:1023-1026. [PMID: 33018159 DOI: 10.1109/embc44109.2020.9175154] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
11
Ghimatgar H, Kazemi K, Helfroush MS, Pillay K, Dereymaker A, Jansen K, Vos MD, Aarabi A. Neonatal EEG sleep stage classification based on deep learning and HMM. J Neural Eng 2020;17:036031. [DOI: 10.1088/1741-2552/ab965a] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
12
O' Toole JM, Boylan GB. Machine learning without a feature set for detecting bursts in the EEG of preterm infants. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2019:5799-5802. [PMID: 31947170 DOI: 10.1109/embc.2019.8856533] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
13
Siddiqui MK, Morales-Menendez R, Huang X, Hussain N. A review of epileptic seizure detection using machine learning classifiers. Brain Inform 2020;7:5. [PMID: 32451639 PMCID: PMC7248143 DOI: 10.1186/s40708-020-00105-1] [Citation(s) in RCA: 91] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Accepted: 05/09/2020] [Indexed: 01/13/2023]  Open
14
Pillay K, Dereymaeker A, Jansen K, Naulaers G, De Vos M. Applying a data-driven approach to quantify EEG maturational deviations in preterms with normal and abnormal neurodevelopmental outcomes. Sci Rep 2020;10:7288. [PMID: 32350387 PMCID: PMC7190650 DOI: 10.1038/s41598-020-64211-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Accepted: 04/11/2020] [Indexed: 12/02/2022]  Open
15
Marchi V, Stevenson N, Koolen N, Mazziotti R, Moscuzza F, Salvadori S, Pieri R, Ghirri P, Guzzetta A, Vanhatalo S. Measuring Cot-Side the Effects of Parenteral Nutrition on Preterm Cortical Function. Front Hum Neurosci 2020;14:69. [PMID: 32256325 PMCID: PMC7090162 DOI: 10.3389/fnhum.2020.00069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 02/14/2020] [Indexed: 01/08/2023]  Open
16
Lee S, Zhao X, Davis KA, Topjian AA, Litt B, Abend NS. Quantitative EEG predicts outcomes in children after cardiac arrest. Neurology 2019;92:e2329-e2338. [PMID: 30971485 DOI: 10.1212/wnl.0000000000007504] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Accepted: 01/17/2019] [Indexed: 02/06/2023]  Open
17
O'Toole JM, Boylan GB. Quantitative Preterm EEG Analysis: The Need for Caution in Using Modern Data Science Techniques. Front Pediatr 2019;7:174. [PMID: 31131267 PMCID: PMC6509809 DOI: 10.3389/fped.2019.00174] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 04/16/2019] [Indexed: 11/19/2022]  Open
18
Weeke LC, Toet MC, de Vries LS. Amplitude-Integrated EEG and Its Potential Role in Augmenting Management Within the NICU. Neurology 2019. [DOI: 10.1016/b978-0-323-54392-7.00014-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]  Open
19
Pillay K, Dereymaeker A, Jansen K, Naulaers G, Van Huffel S, De Vos M. Automated EEG sleep staging in the term-age baby using a generative modelling approach. J Neural Eng 2018;15:036004. [DOI: 10.1088/1741-2552/aaab73] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
20
Dereymaeker A, Pillay K, Vervisch J, De Vos M, Van Huffel S, Jansen K, Naulaers G. Review of sleep-EEG in preterm and term neonates. Early Hum Dev 2017;113:87-103. [PMID: 28711233 PMCID: PMC6342258 DOI: 10.1016/j.earlhumdev.2017.07.003] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
21
Koolen N, Oberdorfer L, Rona Z, Giordano V, Werther T, Klebermass-Schrehof K, Stevenson N, Vanhatalo S. Automated classification of neonatal sleep states using EEG. Clin Neurophysiol 2017;128:1100-1108. [DOI: 10.1016/j.clinph.2017.02.025] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Revised: 02/02/2017] [Accepted: 02/23/2017] [Indexed: 02/06/2023]
22
O'Toole JM, Boylan GB, Lloyd RO, Goulding RM, Vanhatalo S, Stevenson NJ. Detecting bursts in the EEG of very and extremely premature infants using a multi-feature approach. Med Eng Phys 2017;45:42-50. [PMID: 28431822 PMCID: PMC5461890 DOI: 10.1016/j.medengphy.2017.04.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 03/27/2017] [Accepted: 04/02/2017] [Indexed: 11/22/2022]
23
Dereymaeker A, Pillay K, Vervisch J, Van Huffel S, Naulaers G, Jansen K, De Vos M. An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation. Int J Neural Syst 2017;27:1750023. [PMID: 28460602 PMCID: PMC6342251 DOI: 10.1142/s012906571750023x] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
24
Caicedo A, Thewissen L, Smits A, Naulaers G, Allegaert K, Van Huffel S. Relation Between EEG Activity and Brain Oxygenation in Preterm Neonates. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017;977:133-139. [PMID: 28685437 DOI: 10.1007/978-3-319-55231-6_18] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
25
Novel Burst Suppression Segmentation in the Joint Time-Frequency Domain for EEG in Treatment of Status Epilepticus. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2016;2016:2684731. [PMID: 27872655 PMCID: PMC5107253 DOI: 10.1155/2016/2684731] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2016] [Revised: 09/10/2016] [Accepted: 10/05/2016] [Indexed: 12/23/2022]
26
Estimating functional brain maturity in very and extremely preterm neonates using automated analysis of the electroencephalogram. Clin Neurophysiol 2016;127:2910-2918. [DOI: 10.1016/j.clinph.2016.02.024] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 01/25/2016] [Accepted: 02/12/2016] [Indexed: 01/29/2023]
27
Dereymaeker A, Koolen N, Jansen K, Vervisch J, Ortibus E, De Vos M, Van Huffel S, Naulaers G. The suppression curve as a quantitative approach for measuring brain maturation in preterm infants. Clin Neurophysiol 2016;127:2760-2765. [PMID: 27417049 DOI: 10.1016/j.clinph.2016.05.362] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Revised: 05/27/2016] [Accepted: 05/31/2016] [Indexed: 02/08/2023]
28
Koolen N, Dereymaeker A, Räsänen O, Jansen K, Vervisch J, Matic V, Naulaers G, De Vos M, Van Huffel S, Vanhatalo S. Early development of synchrony in cortical activations in the human. Neuroscience 2016;322:298-307. [PMID: 26876605 PMCID: PMC4819727 DOI: 10.1016/j.neuroscience.2016.02.017] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Revised: 02/05/2016] [Accepted: 02/08/2016] [Indexed: 11/26/2022]
29
Fürbass F, Herta J, Koren J, Westover MB, Hartmann MM, Gruber A, Baumgartner C, Kluge T. Monitoring burst suppression in critically ill patients: Multi-centric evaluation of a novel method. Clin Neurophysiol 2016;127:2038-46. [PMID: 26971487 DOI: 10.1016/j.clinph.2016.02.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2015] [Revised: 01/29/2016] [Accepted: 02/03/2016] [Indexed: 11/16/2022]
30
Koolen N, Dereymaeker A, Jansen K, Vervisch J, Matic V, De Vos M, Naulaers G, Van Huffel S. The suppression curve as a new representation of the premature EEG maturation. BMC Neurosci 2015. [PMCID: PMC4699151 DOI: 10.1186/1471-2202-16-s1-p216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]  Open
31
Matic V, Cherian PJ, Jansen K, Koolen N, Naulaers G, Swarte RM, Govaert P, Van Huffel S, De Vos M. Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants. IEEE Trans Biomed Eng 2015;63:973-983. [PMID: 26390441 DOI: 10.1109/tbme.2015.2477946] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
32
Koolen N, Dereymaeker A, Rasanen O, Jansen K, Vervisch J, Matic V, De Vos M, Naulaers G, Van Huffel S, Vanhatalo S. Data-driven metric representing the maturation of preterm EEG. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2015;2015:1492-1495. [PMID: 26736553 DOI: 10.1109/embc.2015.7318653] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
33
Murphy K, Stevenson NJ, Goulding RM, Lloyd RO, Korotchikova I, Livingstone V, Boylan GB. Automated analysis of multi-channel EEG in preterm infants. Clin Neurophysiol 2014;126:1692-702. [PMID: 25538005 DOI: 10.1016/j.clinph.2014.11.024] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Revised: 10/17/2014] [Accepted: 11/29/2014] [Indexed: 11/28/2022]
34
Matic V, Cherian PJ, Koolen N, Naulaers G, Swarte RM, Govaert P, Van Huffel S, De Vos M. Holistic approach for automated background EEG assessment in asphyxiated full-term infants. J Neural Eng 2014;11:066007. [DOI: 10.1088/1741-2560/11/6/066007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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