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van de Voort JC, Stark PW, van Dongen TT, Borger van der Burg BL, Hoencamp R. Ultrasound guided arterial access for combat medics: A blinded proof-of-concept study using echogenic needles. J Vasc Access 2024:11297298241256171. [PMID: 38825786 DOI: 10.1177/11297298241256171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2024] Open
Abstract
BACKGROUND Obtaining percutaneous vascular access in hemodynamically unstable patients with constricted vessels can be challenging. Training combat medics in this procedure is necessary for administration of fluid and blood products and introducing endovascular bleeding control tools in pre-hospital settings. Echogenic coated needles might provide better ultrasound visibility in invasive procedures and hereby lower complications. The primary aim was to evaluate the efficacy of a microteaching program for obtaining ultrasound-guided femoral artery access for ultrasound inexperienced combat medics. The secondary aim was to assess the additional value of innovative echogenic coated needles in ultrasound-guided vascular access. METHODS Combat medics participated in a four-step microteaching program. The program consisted of a theoretical and step-by-step practical part with three different models including live and dead tissue & a REBOA Access Task Trainer. During the final test, all participants had to obtain femoral artery access on a pressurized post-mortem human specimen model with both echogenic coated and conventional needles. Self-perceived and observed performance as well as procedure times were scored. RESULTS All nine participants succeeded in blood vessel visualization and obtaining vascular access in the two models within 3 minutes and were significantly faster during the second attempt on the pressurized post-mortem human specimen model. Scoring comparison and usability preference by ultrasound inexperienced personnel showed a significant difference in favor of the echogenic coated needles. CONCLUSION Microteaching may be an effective approach to train combat medics in obtaining ultrasound-guided percutaneous femoral artery access. The use of echogenic coatings on needles could be a valuable adjunct and provide advantage in obtaining vascular access. Future research should focus on realistic simulation of austere situations and further evaluation of the use of echogenic coated instruments for vascular access in these pre-hospital settings.
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Affiliation(s)
- Jan C van de Voort
- Department of Surgery, Alrijne Hospital, Leiderdorp, The Netherlands
- Trauma Research Unit, Department of Trauma Surgery, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Pieter W Stark
- Department of Surgery, Alrijne Hospital, Leiderdorp, The Netherlands
- Trauma Research Unit, Department of Trauma Surgery, Erasmus University Medical Center, Rotterdam, The Netherlands
| | | | | | - Rigo Hoencamp
- Department of Surgery, Alrijne Hospital, Leiderdorp, The Netherlands
- Trauma Research Unit, Department of Trauma Surgery, Erasmus University Medical Center, Rotterdam, The Netherlands
- Defense Healthcare Organisation, Ministry of Defense, Utrecht, The Netherlands
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2
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Slosse C, Hossu G, Micard E, Hani H, Ambroise-Grandjean G, Bouaziz H. Influential factors on the echogenicity of peripheral venous catheters: Insights from an experimental phantom study. J Vasc Access 2024:11297298241254675. [PMID: 38801000 DOI: 10.1177/11297298241254675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2024] Open
Abstract
INTRODUCTION Ultrasound-guided placement of peripheral venous catheters requires appropriate equipment. Among the devices used, peripheral venous catheters have different structure and properties. This study aimed to define the impact of these different factors on the echogenicity of peripheral venous catheters. METHOD An open comparative study was conducted from September 2022 to May 2023. Thirteen devices were introduced in a standardized manner along the longitudinal and transverse axes with the help of guides into a phantom at different angles. Two criteria defined the echogenicity of these devices: the surface occupied by the device in the image (composite criterion: length and diameter of the device and angle of insertion) and its brightness (average of the pixel intensity of gray). Sixty-five ultrasound images were recorded and postprocessed twice (blinded to the previous measurement) by an expert operator, for reproducibility purposes. RESULTS The intra-observer reproducibility of all measurements was excellent, with an intra-class coefficient of >0.90 over the entire dataset. On the longitudinal axis, echogenicity was significantly influenced by insertion angle (p = 0.009), device length (p = 0.006), and the interaction of cannula component and insertion angle (p = 0.007). On the transverse axis, no factors significantly influenced the device's echogenicity. DISCUSSION The echogenicity of a device is an essential component of successful ultrasound-guided peripheral venous catheter placement. Optimizing catheter intrinsic factors such as components of the cannula and length, and extrinsic factor like the insertion angle should be considered in their design and use to reduce puncture failure rates.
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Affiliation(s)
- Côme Slosse
- CHRU-Nancy, Département d'anesthésie et réanimation, Nancy, France
- Université de Lorraine, Inserm, IADI, Nancy, France
| | - Gabriela Hossu
- Université de Lorraine, Inserm, IADI, Nancy, France
- CHRU-Nancy, Inserm, Université de Lorraine, CIC, Innovation Technologique, Nancy, France
| | - Emilien Micard
- CHRU-Nancy, Inserm, Université de Lorraine, CIC, Innovation Technologique, Nancy, France
| | - Hind Hani
- Université de Lorraine, Centre Universitaire d'Enseignement par Simulation (CUESIM), Nancy, France
| | - Gaëlle Ambroise-Grandjean
- Université de Lorraine, Inserm, IADI, Nancy, France
- CHRU-Nancy, Département d'obstétrique, Nancy, France
- Université de Lorraine, Département de maïeutique, Nancy, France
| | - Hervé Bouaziz
- CHRU-Nancy, Département d'anesthésie et réanimation, Nancy, France
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Hui X, Rajendran P, Ling T, Dai X, Xing L, Pramanik M. Ultrasound-guided needle tracking with deep learning: A novel approach with photoacoustic ground truth. PHOTOACOUSTICS 2023; 34:100575. [PMID: 38174105 PMCID: PMC10761306 DOI: 10.1016/j.pacs.2023.100575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 11/15/2023] [Accepted: 11/27/2023] [Indexed: 01/05/2024]
Abstract
Accurate needle guidance is crucial for safe and effective clinical diagnosis and treatment procedures. Conventional ultrasound (US)-guided needle insertion often encounters challenges in consistency and precisely visualizing the needle, necessitating the development of reliable methods to track the needle. As a powerful tool in image processing, deep learning has shown promise for enhancing needle visibility in US images, although its dependence on manual annotation or simulated data as ground truth can lead to potential bias or difficulties in generalizing to real US images. Photoacoustic (PA) imaging has demonstrated its capability for high-contrast needle visualization. In this study, we explore the potential of PA imaging as a reliable ground truth for deep learning network training without the need for expert annotation. Our network (UIU-Net), trained on ex vivo tissue image datasets, has shown remarkable precision in localizing needles within US images. The evaluation of needle segmentation performance extends across previously unseen ex vivo data and in vivo human data (collected from an open-source data repository). Specifically, for human data, the Modified Hausdorff Distance (MHD) value stands at approximately 3.73, and the targeting error value is around 2.03, indicating the strong similarity and small needle orientation deviation between the predicted needle and actual needle location. A key advantage of our method is its applicability beyond US images captured from specific imaging systems, extending to images from other US imaging systems.
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Affiliation(s)
- Xie Hui
- School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore 637459, Singapore
| | - Praveenbalaji Rajendran
- Stanford University, Department of Radiation Oncology, Stanford, California 94305, United States
| | - Tong Ling
- School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore 637459, Singapore
- School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 637459, Singapore
| | - Xianjin Dai
- Stanford University, Department of Radiation Oncology, Stanford, California 94305, United States
| | - Lei Xing
- Stanford University, Department of Radiation Oncology, Stanford, California 94305, United States
| | - Manojit Pramanik
- Department of Electrical and Computer Engineering, Iowa State University, Ames, IA 50011, United States
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4
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Liu Y, Dong Y, Liu Y, Xu L. A novel track guidance ultrasound facilitates radial arterial cannulation: A prospective randomized controlled trial. J Vasc Access 2023:11297298231209382. [PMID: 37997017 DOI: 10.1177/11297298231209382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Ultrasound guidance for radial arterial cannulation is currently considered a best practice approach despite its clear advantages over the blind and palpation technique, the success rate is related to several factors, including clinician's experience and technical ability. The study aimed to explore the use of a novel track guidance ultrasound that may increase the success rate of radial arterial cannulation. METHODS A randomized controlled trial was conducted, in which 80 adults scheduled for elective surgery requiring radial arterial cannulation were recruited and randomly assigned to either the experimental group, which utilized novel track ultrasound guidance (group T, n = 40), or the control group, which utilized traditional ultrasound guidance (group U, n = 40). The novel track guidance ultrasound comprises a positioning track and a guided track. The radial artery could be positioned at the center of the positional track on the ultrasound image, and the direction and angle of needle are fixed and toward the center of the positioning track. The primary endpoint of the study was the first-pass cannulation success rate, while the secondary endpoints included the failure rate of cannulation, the number of radial artery punctures, the time of cannulation, and the incidence of hematoma. RESULTS The success rate of cannulation at the first attempt in group T (35 of 40 (87.5%)) was significantly higher than that in group U (23 of 40 (57.5%); p = 0.003). Although seven patients in Group U (7 of 40 (17.5%)) experienced failed cannulation compared to one in Group T (1 of 40 (2.5%)), the difference in failure rate between the two groups did not reach statistical significance (p = 0.06). CONCLUSIONS The implementation of novel track ultrasound guidance has demonstrated a notable improvement in the success rates at the first attempt while reducing the frequency of punctures and cannulation times.
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Affiliation(s)
- Yongzhe Liu
- Department of Anesthesiology, the Third Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Yuyan Dong
- Department of Anesthesiology, Yuncheng Central Hospital, Yuncheng, China
| | - Yi Liu
- Department of Anesthesiology, the Third Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Longhe Xu
- Department of Anesthesiology, the Third Medical Center of Chinese PLA General Hospital, Beijing, China
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5
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Dinges HC, Hoeft J, Cornelius VM, Steinfeldt T, Wiesmann T, Wulf H, Schubert AK. Nominal logistic regression analysis of variables determining needle visibility in ultrasound images - a full factorial cadaver study. BMC Anesthesiol 2023; 23:369. [PMID: 37950214 PMCID: PMC10636954 DOI: 10.1186/s12871-023-02339-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 11/06/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Needle visualization is essential to avoid vascular puncture and nerve injury in ultrasound-guided regional anesthesia. Several factors that statistically influence needle visibility have been described but the dimensions of their individual impact remain unclear. This study aimed to quantify the impact of various independent factors on ultrasound needle visibility. METHODS A total of 1500 ultrasound videos of in-plane needle insertions were obtained in embalmed cadavers with ten different commercially available echogenic and non-echogenic needles at different insertion angles and bevel orientations in a full factorial study design. The visibility of needle tip and shaft were rated as "good" or "poor" visibility. Nominal logistic regression analyses were calculated for the visibility of the needle tip and shaft. RESULTS SonoPlex Stim Sprotte, SonoTAP Facet (needle tip and shaft) and Spinostar PencilPoint (needle tip)), insertion angle and bevel orientation were associated with good ultrasound visibility, reaching statistical significance (p < 0.05). The range of the effect on the log-odds scale for needle tip visibility was largest for the insertion angle with 6.33, followed by the tissue condition (3.76), bevel orientation (1.45) and the needle types (1.25). Regarding the needle shaft visibility, the largest effect range was observed with the insertion angle (7.36), followed by the tissue conditions with 3.96, needle type (1.86) and bevel orientation (0.95). CONCLUSION In-plane needle visibility in ultrasound images depends mainly on the insertion angle, as expected. This is closely followed by the tissue condition, which is a factor related to the patient, thus cannot be altered to improve needle visibility. In the dimensions of the log-odds scale, the choice of a specific needle is far less important towards achieving a good visualization, whereas optimizing the bevel orientation can have a larger impact than the needle choice. Concluding from the relative dimensions of factors that determine needle visibility in this model, the importance of needles with echogenic features may be overrated.
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Affiliation(s)
- Hanns-Christian Dinges
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Marburg, Philipps University of Marburg, 35033, Baldingerstraße, Marburg, Germany.
| | - Julia Hoeft
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Marburg, Philipps University of Marburg, 35033, Baldingerstraße, Marburg, Germany
| | - Valér Michael Cornelius
- Department of Anesthesiology, Intensive Care and Pain Medicine, BG Unfallklinik Frankfurt am Main, Frankfurt am Main, Germany
| | - Thorsten Steinfeldt
- Department of Anesthesiology, Intensive Care and Pain Medicine, BG Unfallklinik Frankfurt am Main, Frankfurt am Main, Germany
| | - Thomas Wiesmann
- Department of Anesthesiology and Intensive Care Medicine, Diakoneo Diak Klinikum Schwäbisch-Hall, Schwäbisch- Hall, Germany
| | - Hinnerk Wulf
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Marburg, Philipps University of Marburg, 35033, Baldingerstraße, Marburg, Germany
| | - Ann-Kristin Schubert
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Marburg, Philipps University of Marburg, 35033, Baldingerstraße, Marburg, Germany
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Dupere JM, Brost EE, Uthamaraj S, Lee CU, Urban MW, Stish BJ, Deufel CL. A new way to visualize prostate brachytherapy needles using ultrasound color Doppler and needle surface modifications. Brachytherapy 2023; 22:761-768. [PMID: 37652777 DOI: 10.1016/j.brachy.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 06/30/2023] [Accepted: 07/04/2023] [Indexed: 09/02/2023]
Abstract
PURPOSE Suboptimal ultrasound conspicuity of the brachytherapy applicator can lead to inaccurate image reconstructions of the applicator resulting in decreased tumor control or increased normal tissue dose. This feasibility study aims to improve ultrasound conspicuity of high-dose rate (HDR) brachytherapy needles by modifying the surface of the needles to produce a color Doppler twinkling signature. MATERIALS AND METHODS Surface modifications of standard 17-gauge titanium HDR brachytherapy needles included laser-scribing, application of polymethyl methacrylate (PMMA), and coating with a commercially available echogenic coating. Laser-scribing was performed with variable widths (0.1-1 mm) and depths (10-100 μm). The echogenic coating was applied with 3 different thicknesses (27, 40, and 64 μm). Unmodified and modified needles were imaged under B-mode and color Doppler ultrasound in phantom and cadaver, and the signal strength was recorded. RESULTS Laser-scribed, PMMA-coated, and echogenic-coated brachytherapy needles produced a twinkling signature along the needle shaft on color Doppler ultrasound. Twinkling was observed with laser-scribe depths >20 μm and widths >0.1 mm and from echogenic coatings 40 μm and 64 μm thick. Twinkling was not observed with unmodified needles. The twinkling signature had a spectral composition with a uniform magnitude between the velocities of 2 to 16 cm/s. CONCLUSIONS Color Doppler ultrasound of surface-modified brachytherapy applicators may improve applicator conspicuity aiding applicator placement and digitization. HDR brachytherapy needles may be modified to produce the twinkling signature via laser-scribing, PMMA rings, or applying an echogenic coating.
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Affiliation(s)
| | - Eric E Brost
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN
| | | | | | | | - Bradley J Stish
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN
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7
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Chen S, Zhang Y, Ma B, Chen J, Hao J, Zhang F, Cui C, Chen M. Practical Electrochemical Method to Enhance Needle Visibility during Ultrasound Imaging. ACS Biomater Sci Eng 2023; 9:5824-5831. [PMID: 37651609 DOI: 10.1021/acsbiomaterials.3c00807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
Abstract
Ultrasound-guided needle interventions play a pivotal role in the diagnosis and treatment processes in clinical practice. However, existing echogenic needles face challenges in achieving a balance between effectiveness, ease of manufacturing, and inexpensiveness. In this study, we developed an echogenic needle that encompassed the aforementioned advantages through the use of the electrolysis technology. The overall contour of the needle after electrolysis was observed using bright-field microscopy, while scanning electron microscopy (SEM) was employed to examine the micro-variations on the needle's surface. Subsequently, we validated the enhanced visualization effects in vitro (pork) and in vivo (anesthetized rabbit's thigh) puncture phantoms. To ensure the safety of the needles after the puncture procedure, we conducted Vickers hardness tests, SEM detection, bright-field microscopy, and DAPI staining. The results demonstrated that the surface roughness of the needle increased with the duration of electrolysis. Taking into account the comprehensive safety tests, the needle, subjected to 40 s of electrolysis, demonstrated a safe and effective enhancement of ultrasound visualization.
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Affiliation(s)
- Shaojie Chen
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yanjuan Zhang
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Biao Ma
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China
| | - Jiuzhou Chen
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Jingzhe Hao
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Feng Zhang
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Chang Cui
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Minglong Chen
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
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8
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Brost EE, Stish BJ, Lee CU, Urban MW, Deufel CL. Improving ultrasound-based brachytherapy needle conspicuity by applying an echogenic coating. Med Phys 2023; 50:1418-1427. [PMID: 36511174 DOI: 10.1002/mp.16138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 11/08/2022] [Accepted: 11/08/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Applicator conspicuity in ultrasound-guided brachytherapy procedures is commonly impaired by imaging artifacts or non-ideal imaging geometry, which can slow down applicator position digitization and increase the geometric uncertainty of the delivered dose distribution. PURPOSE The purpose of this study was to improve the conspicuity of high-dose rate (HDR) brachytherapy needles under B-mode ultrasound imaging by applying an echogenic surface coating. Our hypothesis was that an echogenic coating would reduce artifacts and improve needle visualization within regions of signal degradation. METHODS In this study, 17-gauge, 25-cm long titanium HDR brachytherapy needles were coated with acoustically reflective microspheres over a 2.5 cm region starting from the needle tip. Three coating thicknesses (27 μm, 40 μm, 64 μm) were compared against an uncoated control needle. The coated and uncoated needles were imaged using B-mode ultrasound in a tissue-equivalent prostate phantom and in a cadaverous male pelvis using a transrectal probe. Needle conspicuity was assessed under multiple conditions: a single needle implant, an implant with multiple needles between the probe and the needle of interest, and an angled needle implant. All images were assessed qualitatively for needle conspicuity and the presence of artifacts and quantitatively using grey-scale image intensity values. RESULTS The 64 μm echogenic coating reduced the magnitude of reverberation artifacts by 31 ± 14% and comet tail artifacts by 40%-70%. The echogenic coating also improved needle contrast, measured by the relative differences in signal intensity compared with the adjacent environment, when needles were angled up to 30° with respect to the transducer probe in the cadaver. The improvements in conspicuity and artifact reduction increased with increasing coating thickness. The performance of the needles coated with the 64 μm thickness was qualitatively superior and yielded high-contrast, well-circumscribed signals in the cadaverous male pelvis, even under situations where a needle was acoustically shadowed by multiple other needles. CONCLUSIONS An echogenic surface coating reduced imaging artifacts and improved needle conspicuity under realistic clinical conditions for ultrasound-based prostate or gynecological brachytherapy. The improved conspicuity has the potential to improve the efficiency of needle placement and the accuracy of needle position digitization during brachytherapy procedures.
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Affiliation(s)
- Eric E Brost
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Bradley J Stish
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Christine U Lee
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Matthew W Urban
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
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Baker C, Xochicale M, Lin FY, Mathews S, Joubert F, Shakir DI, Miles R, Mosse CA, Zhao T, Liang W, Kunpalin Y, Dromey B, Mistry T, Sebire NJ, Zhang E, Ourselin S, Beard PC, David AL, Desjardins AE, Vercauteren T, Xia W. Intraoperative Needle Tip Tracking with an Integrated Fibre-Optic Ultrasound Sensor. SENSORS (BASEL, SWITZERLAND) 2022; 22:9035. [PMID: 36501738 PMCID: PMC9739176 DOI: 10.3390/s22239035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 11/15/2022] [Accepted: 11/16/2022] [Indexed: 06/17/2023]
Abstract
Ultrasound is an essential tool for guidance of many minimally-invasive surgical and interventional procedures, where accurate placement of the interventional device is critical to avoid adverse events. Needle insertion procedures for anaesthesia, fetal medicine and tumour biopsy are commonly ultrasound-guided, and misplacement of the needle may lead to complications such as nerve damage, organ injury or pregnancy loss. Clear visibility of the needle tip is therefore critical, but visibility is often precluded by tissue heterogeneities or specular reflections from the needle shaft. This paper presents the in vitro and ex vivo accuracy of a new, real-time, ultrasound needle tip tracking system for guidance of fetal interventions. A fibre-optic, Fabry-Pérot interferometer hydrophone is integrated into an intraoperative needle and used to localise the needle tip within a handheld ultrasound field. While previous, related work has been based on research ultrasound systems with bespoke transmission sequences, the new system-developed under the ISO 13485 Medical Devices quality standard-operates as an adjunct to a commercial ultrasound imaging system and therefore provides the image quality expected in the clinic, superimposing a cross-hair onto the ultrasound image at the needle tip position. Tracking accuracy was determined by translating the needle tip to 356 known positions in the ultrasound field of view in a tank of water, and by comparison to manual labelling of the the position of the needle in B-mode US images during an insertion into an ex vivo phantom. In water, the mean distance between tracked and true positions was 0.7 ± 0.4 mm with a mean repeatability of 0.3 ± 0.2 mm. In the tissue phantom, the mean distance between tracked and labelled positions was 1.1 ± 0.7 mm. Tracking performance was found to be independent of needle angle. The study demonstrates the performance and clinical compatibility of ultrasound needle tracking, an essential step towards a first-in-human study.
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Affiliation(s)
- Christian Baker
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Miguel Xochicale
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Fang-Yu Lin
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Sunish Mathews
- Department of Medical Physics and Biomedical Engineering, University College London, Gower Street, London WC1E 6BT, UK
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK
| | - Francois Joubert
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Dzhoshkun I. Shakir
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Richard Miles
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Charles A. Mosse
- Department of Medical Physics and Biomedical Engineering, University College London, Gower Street, London WC1E 6BT, UK
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK
| | - Tianrui Zhao
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Weidong Liang
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Yada Kunpalin
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK
- Elizabeth Garrett Anderson Institute for Women’s Health, University College London, 74 Huntley Street, London WC1E 6AU, UK
| | - Brian Dromey
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK
- Elizabeth Garrett Anderson Institute for Women’s Health, University College London, 74 Huntley Street, London WC1E 6AU, UK
| | - Talisa Mistry
- NIHR Great Ormond Street BRC and Institute of Child Health, University College London, 30 Guilford Street, London WC1N 1EH, UK
| | - Neil J. Sebire
- NIHR Great Ormond Street BRC and Institute of Child Health, University College London, 30 Guilford Street, London WC1N 1EH, UK
| | - Edward Zhang
- Department of Medical Physics and Biomedical Engineering, University College London, Gower Street, London WC1E 6BT, UK
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK
| | - Sebastien Ourselin
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Paul C. Beard
- Department of Medical Physics and Biomedical Engineering, University College London, Gower Street, London WC1E 6BT, UK
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK
| | - Anna L. David
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK
- Elizabeth Garrett Anderson Institute for Women’s Health, University College London, 74 Huntley Street, London WC1E 6AU, UK
| | - Adrien E. Desjardins
- Department of Medical Physics and Biomedical Engineering, University College London, Gower Street, London WC1E 6BT, UK
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK
| | - Tom Vercauteren
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Wenfeng Xia
- School of Biomedical Engineering and Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
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10
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Shi M, Zhao T, West SJ, Desjardins AE, Vercauteren T, Xia W. Improving needle visibility in LED-based photoacoustic imaging using deep learning with semi-synthetic datasets. PHOTOACOUSTICS 2022; 26:100351. [PMID: 35495095 PMCID: PMC9048160 DOI: 10.1016/j.pacs.2022.100351] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 03/29/2022] [Accepted: 03/30/2022] [Indexed: 06/14/2023]
Abstract
Photoacoustic imaging has shown great potential for guiding minimally invasive procedures by accurate identification of critical tissue targets and invasive medical devices (such as metallic needles). The use of light emitting diodes (LEDs) as the excitation light sources accelerates its clinical translation owing to its high affordability and portability. However, needle visibility in LED-based photoacoustic imaging is compromised primarily due to its low optical fluence. In this work, we propose a deep learning framework based on U-Net to improve the visibility of clinical metallic needles with a LED-based photoacoustic and ultrasound imaging system. To address the complexity of capturing ground truth for real data and the poor realism of purely simulated data, this framework included the generation of semi-synthetic training datasets combining both simulated data to represent features from the needles and in vivo measurements for tissue background. Evaluation of the trained neural network was performed with needle insertions into blood-vessel-mimicking phantoms, pork joint tissue ex vivo and measurements on human volunteers. This deep learning-based framework substantially improved the needle visibility in photoacoustic imaging in vivo compared to conventional reconstruction by suppressing background noise and image artefacts, achieving 5.8 and 4.5 times improvements in terms of signal-to-noise ratio and the modified Hausdorff distance, respectively. Thus, the proposed framework could be helpful for reducing complications during percutaneous needle insertions by accurate identification of clinical needles in photoacoustic imaging.
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Affiliation(s)
- Mengjie Shi
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, United Kingdom
| | - Tianrui Zhao
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, United Kingdom
| | - Simeon J. West
- Department of Anaesthesia, University College Hospital, London NW1 2BU, United Kingdom
| | - Adrien E. Desjardins
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1 W 7TY, United Kingdom
- Department of Medical Physics and Biomedical Engineering, University College London, London WC1E 6BT, United Kingdom
| | - Tom Vercauteren
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, United Kingdom
| | - Wenfeng Xia
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, United Kingdom
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11
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Su J, Kusumoto FM, Zhou X, Elayi CS. How to Perform Extrathoracic Venous Access for Cardiac Implantable Electronic Devices Placement: Detailed Description of Techniques. Heart Rhythm 2022; 19:1184-1191. [PMID: 35231611 DOI: 10.1016/j.hrthm.2022.02.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 02/02/2022] [Accepted: 02/19/2022] [Indexed: 11/30/2022]
Abstract
Venous access is needed for the implantation of cardiac implantable electronic devices (CIED) with endocardial leads. Extrathoracic venous access in the prepectoral region has become the standard of care for CIED implantation because of lower risks for pneumothorax and likely less lead malfunction due to the subclavian crush syndrome. The most common extrathoracic venous access sites in the pectoral region are extrathoracic subclavian vein access, axillary vein access, and cephalic vein access. This review provides a detailed description of the anatomy, technical considerations, and the relative advantages and disadvantages for each of these extrathoracic venous access sites.
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Affiliation(s)
- Jialin Su
- Division of Cardiology, University of Florida College of Medicine - Jacksonville, Jacksonville, Florida; Cardiology Service, Berkshire Medical Center, Pittsfield, Massachusetts
| | - Fred M Kusumoto
- Department of Cardiovascular Disease, Mayo Clinic in Florida, Jacksonville, Florida
| | - Xuan Zhou
- Division of Cardiology, University of Florida College of Medicine - Jacksonville, Jacksonville, Florida
| | - Claude S Elayi
- Electrophysiology Service, CHI Saint Joseph Hospital, Lexington, Kentucky.
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