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ASMUS@MICCAI 2021: Strasbourg, France
- J. Alison Noble
, Stephen R. Aylward
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
Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound. 14-24 - Liam F. Chalcroft
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels. 25-34 - Helena Williams
Automatic Tomographic Ultrasound Imaging Sequence Extraction of the Anal Sphincter. 35-44 - Harry Mason
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
TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography. 63-72
Registration, Guidance and Robotics
- Marek Wodzinski
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
Pose Estimation of 2D Ultrasound Probe from Ultrasound Image Sequences Using CNN and RNN. 96-105 - Étienne Léger
Evaluation of Low-Cost Hardware Alternatives for 3D Freehand Ultrasound Reconstruction in Image-Guided Neurosurgery. 106-115 - Josefine Schreiter
Application Potential of Robot-Guided Ultrasound During CT-Guided Interventions. 116-125
Classification and Image Synthesis
- Clare Teng
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
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
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
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
Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography. 202-210 - Sobhan Goudarzi
Pruning MobileNetV2 for Efficient Implementation of Minimum Variance Beamforming. 211-219 - Sevim Cengiz
Automatic Fetal Gestational Age Estimation from First Trimester Scans. 220-227
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