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ORCIDASMUS@MICCAI 2021: Strasbourg, France
- J. Alison Noble
, Stephen R. Aylward, Alexander Grimwood, Zhe Min, Su-Lin Lee, Yipeng Hu:
Simplifying Medical Ultrasound - Second International Workshop, ASMUS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings. Lecture Notes in Computer Science 12967, Springer 2021, ISBN 978-3-030-87582-4
Segmentation and Detection
- Baichuan Jiang, Alvin Chen, Shyam Bharat, Mingxin Zheng:
Automatic Ultrasound Vessel Segmentation with Deep Spatiotemporal Context Learning. 3-13 - Arijit Patra, Yifan Cai, Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble:
Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound. 14-24 - Liam F. Chalcroft, Jiongqi Qu, Sophie A. Martin, Iani J. M. B. Gayo, Giulio V. Minore, Imraj R. D. Singh, Shaheer U. Saeed, Qianye Yang, Zachary M. C. Baum, André Altmann, Yipeng Hu:
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels. 25-34 - Helena Williams, Laura Cattani, Tom Vercauteren, Jan Deprest, Jan D'hooge:
Automatic Tomographic Ultrasound Imaging Sequence Extraction of the Anal Sphincter. 35-44 - Harry Mason, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum:
Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia. 45-53 - Ting Liu, Xing An, Bin Lin, Yanbo Liu, Wenlong Xu, Yuxi Liu, Longfei Cong, Lei Zhu:
An Efficient Tracker for Thyroid Nodule Detection and Tracking During Ultrasound Screening. 54-62 - Kaizhong Deng, Yanda Meng, Dongxu Gao, Joshua Bridge, Yaochun Shen, Gregory Y. H. Lip, Yitian Zhao, Yalin Zheng:
TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography. 63-72
Registration, Guidance and Robotics
- Marek Wodzinski, Andrzej Skalski:
Adversarial Affine Registration for Real-Time Intraoperative Registration of 3-D US-US for Brain Shift Correction. 75-84 - Amir Pirhadi, Hassan Rivaz, M. Omair Ahmad, Yiming Xiao:
Robust Ultrasound-to-Ultrasound Registration for Intra-operative Brain Shift Correction with a Siamese Neural Network. 85-95 - Kanta Miura, Koichi Ito, Takafumi Aoki, Jun Ohmiya, Satoshi Kondo:
Pose Estimation of 2D Ultrasound Probe from Ultrasound Image Sequences Using CNN and RNN. 96-105 - Étienne Léger, Houssem-Eddine Gueziri, D. Louis Collins, Tiberiu Popa, Marta Kersten-Oertel:
Evaluation of Low-Cost Hardware Alternatives for 3D Freehand Ultrasound Reconstruction in Image-Guided Neurosurgery. 106-115 - Josefine Schreiter, Fabian Joeres, Christine March, Maciej Pech, Christian Hansen:
Application Potential of Robot-Guided Ultrasound During CT-Guided Interventions. 116-125
Classification and Image Synthesis
- Clare Teng, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble:
Towards Scale and Position Invariant Task Classification Using Normalised Visual Scanpaths in Clinical Fetal Ultrasound. 129-138 - Ang Nan Gu, Christina Luong, Mohammad H. Jafari, Nathan Van Woudenberg, Hany Girgis, Purang Abolmaesumi, Teresa Tsang:
Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation. 139-148 - Agisilaos Chartsias, Shan Gao, Angela Mumith, Jorge Oliveira, Kanwal K. Bhatia, Bernhard Kainz, Arian Beqiri:
Contrastive Learning for View Classification of Echocardiograms. 149-158 - Tyler Lum, Mobina Mahdavi, Oron Frenkel, Christopher Lee, Mohammad H. Jafari, Fatemeh Taheri Dezaki, Nathan Van Woudenberg, Ang Nan Gu, Purang Abolmaesumi, Teresa Tsang:
Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos. 159-168 - Alexander Grimwood, João Ramalhinho, Zachary M. C. Baum, Nina Montaña Brown, Gavin J. Johnson, Yipeng Hu, Matthew J. Clarkson, Stephen P. Pereira, Dean C. Barratt, Ester Bonmati:
Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network. 169-178 - Hui Che, Sumana Ramanathan, David J. Foran, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu:
Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease. 179-188
Quality Assessment and Quantitative Imaging
- Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu:
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability. 191-201 - Tom Ginsberg, Ro-ee Tal, Michael Y. Tsang, Calum Macdonald, Fatemeh Taheri Dezaki, John van der Kuur, Christina Luong, Purang Abolmaesumi, Teresa Tsang:
Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography. 202-210 - Sobhan Goudarzi, Amir Asif, Hassan Rivaz:
Pruning MobileNetV2 for Efficient Implementation of Minimum Variance Beamforming. 211-219 - Sevim Cengiz, Mohammad Yaqub:
Automatic Fetal Gestational Age Estimation from First Trimester Scans. 220-227
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