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35 results on '"Grimwood, Alexander"'

1. Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks

Author

Bonmati, Ester, Hu, Yipeng, Grimwood, Alexander, Johnson, Gavin J., Goodchild, George, Keane, Margaret G., Gurusamy, Kurinchi, Davidson, Brian, Clarkson, Matthew J., Pereira, Stephen P., and Barratt, Dean C.

Subjects
Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning
Abstract

Ultrasound imaging is a commonly used technology for visualising patient anatomy in real-time during diagnostic and therapeutic procedures. High operator dependency and low reproducibility make ultrasound imaging and interpretation challenging with a steep learning curve. Automatic image classification using deep learning has the potential to overcome some of these challenges by supporting ultrasound training in novices, as well as aiding ultrasound image interpretation in patient with complex pathology for more experienced practitioners. However, the use of deep learning methods requires a large amount of data in order to provide accurate results. Labelling large ultrasound datasets is a challenging task because labels are retrospectively assigned to 2D images without the 3D spatial context available in vivo or that would be inferred while visually tracking structures between frames during the procedure. In this work, we propose a multi-modal convolutional neural network (CNN) architecture that labels endoscopic ultrasound (EUS) images from raw verbal comments provided by a clinician during the procedure. We use a CNN composed of two branches, one for voice data and another for image data, which are joined to predict image labels from the spoken names of anatomical landmarks. The network was trained using recorded verbal comments from expert operators. Our results show a prediction accuracy of 76% at image level on a dataset with 5 different labels. We conclude that the addition of spoken commentaries can increase the performance of ultrasound image classification, and eliminate the burden of manually labelling large EUS datasets necessary for deep learning applications., Comment: Submitted to IEEE TMI

Published
2021
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2. DeepReg: a deep learning toolkit for medical image registration

Author

Fu, Yunguan, Brown, Nina Montaña, Saeed, Shaheer U., Casamitjana, Adrià, Baum, Zachary M. C., Delaunay, Rémi, Yang, Qianye, Grimwood, Alexander, Min, Zhe, Blumberg, Stefano B., Iglesias, Juan Eugenio, Barratt, Dean C., Bonmati, Ester, Alexander, Daniel C., Clarkson, Matthew J., Vercauteren, Tom, and Hu, Yipeng

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition
Abstract

DeepReg (https://github.com/DeepRegNet/DeepReg) is a community-supported open-source toolkit for research and education in medical image registration using deep learning., Comment: Accepted in The Journal of Open Source Software (JOSS)

Published
2020
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3. Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification

Author

Grimwood, Alexander, McNair, Helen, Hu, Yipeng, Bonmati, Ester, Barratt, Dean, and Harris, Emma

Subjects
Computer Science - Computer Vision and Pattern Recognition, Physics - Medical Physics
Abstract

Effective transperineal ultrasound image guidance in prostate external beam radiotherapy requires consistent alignment between probe and prostate at each session during patient set-up. Probe placement and ultrasound image inter-pretation are manual tasks contingent upon operator skill, leading to interoperator uncertainties that degrade radiotherapy precision. We demonstrate a method for ensuring accurate probe placement through joint classification of images and probe position data. Using a multi-input multi-task algorithm, spatial coordinate data from an optically tracked ultrasound probe is combined with an image clas-sifier using a recurrent neural network to generate two sets of predictions in real-time. The first set identifies relevant prostate anatomy visible in the field of view using the classes: outside prostate, prostate periphery, prostate centre. The second set recommends a probe angular adjustment to achieve alignment between the probe and prostate centre with the classes: move left, move right, stop. The algo-rithm was trained and tested on 9,743 clinical images from 61 treatment sessions across 32 patients. We evaluated classification accuracy against class labels de-rived from three experienced observers at 2/3 and 3/3 agreement thresholds. For images with unanimous consensus between observers, anatomical classification accuracy was 97.2% and probe adjustment accuracy was 94.9%. The algorithm identified optimal probe alignment within a mean (standard deviation) range of 3.7$^{\circ}$ (1.2$^{\circ}$) from angle labels with full observer consensus, comparable to the 2.8$^{\circ}$ (2.6$^{\circ}$) mean interobserver range. We propose such an algorithm could assist ra-diotherapy practitioners with limited experience of ultrasound image interpreta-tion by providing effective real-time feedback during patient set-up., Comment: Accepted to MICCAI 2020

Published
2020

4. Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network

Author

Grimwood, Alexander, Ramalhinho, Joao, Baum, Zachary M. C., Montaña-Brown, Nina, Johnson, Gavin J., Hu, Yipeng, Clarkson, Matthew J., Pereira, Stephen P., Barratt, Dean C., Bonmati, Ester, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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11. DeepReg: a deep learning toolkit for medical image registration

Author

Fu, Yunguan, primary, Brown, Nina, additional, Saeed, Shaheer, additional, Casamitjana, Adrià, additional, Baum, Zachary, additional, Delaunay, Rémi, additional, Yang, Qianye, additional, Grimwood, Alexander, additional, Min, Zhe, additional, Blumberg, Stefano, additional, Iglesias, Juan, additional, Barratt, Dean, additional, Bonmati, Ester, additional, Alexander, Daniel, additional, Clarkson, Matthew, additional, Vercauteren, Tom, additional, and Hu, Yipeng, additional

Published
2020
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13. Real-time intrafraction motion monitoring in external beam radiotherapy

Author

Bertholet, Jenny, Knopf, Antje, Eiben, Bjorn, McClelland, Jamie, Grimwood, Alexander, Harris, Emma, Menten, Martin, Poulsen, Per, Doan Trang Nguyen, Keall, Paul, and Oelfke, Uwe

Subjects
tumour motion, TUMOR-TRACKING RADIOTHERAPY, BODY RADIATION-THERAPY, 0299 Other Physical Sciences, INSPIRATION BREATH-HOLD, motion monitoring, IMPLANTED FIDUCIAL MARKERS, ultrasound imaging, MODULATED ARC THERAPY, Motion, 0903 Biomedical Engineering, Neoplasms, Proton Therapy, Humans, IGRT, STEREOTACTIC ABLATIVE RADIOTHERAPY, Radiotherapy Planning, Computer-Assisted, LEAF COLLIMATOR TRACKING, TREATMENT-COUCH TRACKING, tracking, Magnetic Resonance Imaging, Nuclear Medicine & Medical Imaging, particle therapy, IMAGE-GUIDED RADIOTHERAPY, MR-guided RT, GIMBALED LINAC SYSTEM
Abstract

© 2019 Institute of Physics and Engineering in Medicine. Radiotherapy (RT) aims to deliver a spatially conformal dose of radiation to tumours while maximizing the dose sparing to healthy tissues. However, the internal patient anatomy is constantly moving due to respiratory, cardiac, gastrointestinal and urinary activity. The long term goal of the RT community to 'see what we treat, as we treat' and to act on this information instantaneously has resulted in rapid technological innovation. Specialized treatment machines, such as robotic or gimbal-steered linear accelerators (linac) with in-room imaging suites, have been developed specifically for real-time treatment adaptation. Additional equipment, such as stereoscopic kilovoltage (kV) imaging, ultrasound transducers and electromagnetic transponders, has been developed for intrafraction motion monitoring on conventional linacs. Magnetic resonance imaging (MRI) has been integrated with cobalt treatment units and more recently with linacs. In addition to hardware innovation, software development has played a substantial role in the development of motion monitoring methods based on respiratory motion surrogates and planar kV or Megavoltage (MV) imaging that is available on standard equipped linacs. In this paper, we review and compare the different intrafraction motion monitoring methods proposed in the literature and demonstrated in real-time on clinical data as well as their possible future developments. We then discuss general considerations on validation and quality assurance for clinical implementation. Besides photon RT, particle therapy is increasingly used to treat moving targets. However, transferring motion monitoring technologies from linacs to particle beam lines presents substantial challenges. Lessons learned from the implementation of real-time intrafraction monitoring for photon RT will be used as a basis to discuss the implementation of these methods for particle RT.

Published
2019

15. Pruning MobileNetV2 for Efficient Implementation of Minimum Variance Beamforming

Author

Goudarzi, Sobhan, Asif, Amir, Rivaz, Hassan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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16. Automatic Fetal Gestational Age Estimation from First Trimester Scans

Author

Cengiz, Sevim, Yaqub, Mohammad, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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17. Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability

Author

Saeed, Shaheer U., Fu, Yunguan, Stavrinides, Vasilis, Baum, Zachary M. C., Yang, Qianye, Rusu, Mirabela, Fan, Richard E., Sonn, Geoffrey A., Noble, J. Alison, Barratt, Dean C., Hu, Yipeng, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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18. Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease

Author

Che, Hui, Ramanathan, Sumana, Foran, David J., Nosher, John L., Patel, Vishal M., Hacihaliloglu, Ilker, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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19. Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography

Author

Ginsberg, Tom, Tal, Ro-ee, Tsang, Michael, Macdonald, Calum, Dezaki, Fatemeh Taheri, van der Kuur, John, Luong, Christina, Abolmaesumi, Purang, Tsang, Teresa, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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20. Contrastive Learning for View Classification of Echocardiograms

Author

Chartsias, Agisilaos, Gao, Shan, Mumith, Angela, Oliveira, Jorge, Bhatia, Kanwal, Kainz, Bernhard, Beqiri, Arian, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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21. Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos

Author

Lum, Tyler, Mahdavi, Mobina, Frenkel, Oron, Lee, Christopher, Jafari, Mohammad H., Dezaki, Fatemeh Taheri, Woudenberg, Nathan Van, Gu, Ang Nan, Abolmaesumi, Purang, Tsang, Teresa, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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22. Application Potential of Robot-Guided Ultrasound During CT-Guided Interventions

Author

Schreiter, Josefine, Joeres, Fabian, March, Christine, Pech, Maciej, Hansen, Christian, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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23. Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels

Author

Chalcroft, Liam F., Qu, Jiongqi, Martin, Sophie A., Gayo, Iani JMB, Minore, Giulio V., Singh, Imraj RD, Saeed, Shaheer U., Yang, Qianye, Baum, Zachary M. C., Altmann, Andre, Hu, Yipeng, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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24. Robust Ultrasound-to-Ultrasound Registration for Intra-operative Brain Shift Correction with a Siamese Neural Network

Author

Pirhadi, Amir, Rivaz, Hassan, Ahmad, M. Omair, Xiao, Yiming, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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25. Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation

Author

Gu, Ang Nan, Luong, Christina, Jafari, Mohammad H., Van Woudenberg, Nathan, Girgis, Hany, Abolmaesumi, Purang, Tsang, Teresa, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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26. An Efficient Tracker for Thyroid Nodule Detection and Tracking During Ultrasound Screening

Author

Liu, Ting, An, Xing, Lin, Bin, Liu, Yanbo, Xu, Wenlong, Liu, Yuxi, Cong, Longfei, Zhu, Lei, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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27. Towards Scale and Position Invariant Task Classification Using Normalised Visual Scanpaths in Clinical Fetal Ultrasound

Author

Teng, Clare, Sharma, Harshita, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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28. Evaluation of Low-Cost Hardware Alternatives for 3D Freehand Ultrasound Reconstruction in Image-Guided Neurosurgery

Author

Léger, Étienne, Gueziri, Houssem Eddine, Collins, D. Louis, Popa, Tiberiu, Kersten-Oertel, Marta, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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29. TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography

Author

Deng, Kaizhong, Meng, Yanda, Gao, Dongxu, Bridge, Joshua, Shen, Yaochun, Lip, Gregory, Zhao, Yitian, Zheng, Yalin, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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30. Adversarial Affine Registration for Real-Time Intraoperative Registration of 3-D US-US for Brain Shift Correction

Author

Wodzinski, Marek, Skalski, Andrzej, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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31. Pose Estimation of 2D Ultrasound Probe from Ultrasound Image Sequences Using CNN and RNN

Author

Miura, Kanta, Ito, Koichi, Aoki, Takafumi, Ohmiya, Jun, Kondo, Satoshi, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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32. Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia

Author

Mason, Harry, Cristoni, Lorenzo, Walden, Andrew, Lazzari, Roberto, Pulimood, Thomas, Grandjean, Louis, Wheeler-Kingshott, Claudia A. M. Gandini, Hu, Yipeng, Baum, Zachary M. C., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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33. Automatic Tomographic Ultrasound Imaging Sequence Extraction of the Anal Sphincter

Author

Williams, Helena, Cattani, Laura, Vercauteren, Tom, Deprest, Jan, D’hooge, Jan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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34. Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound

Author

Patra, Arijit, Cai, Yifan, Chatelain, Pierre, Sharma, Harshita, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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35. Automatic Ultrasound Vessel Segmentation with Deep Spatiotemporal Context Learning

Author

Jiang, Baichuan, Chen, Alvin, Bharat, Shyam, Zheng, Mingxin, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Noble, J. Alison, editor, Aylward, Stephen, editor, Grimwood, Alexander, editor, Min, Zhe, editor, Lee, Su-Lin, editor, and Hu, Yipeng, editor

Published
2021
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