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ORCIDASMUS@MICCAI 2022: Singapore
- Stephen R. Aylward
, J. Alison Noble, Yipeng Hu, Su-Lin Lee, Zachary Baum, Zhe Min:
Simplifying Medical Ultrasound - Third International Workshop, ASMUS 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Lecture Notes in Computer Science 13565, Springer 2022, ISBN 978-3-031-16901-4
Classification and Detection
- Pierre Raillard, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum:
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction. 3-12 - Adrien Meyer, Antoine Fleurentin, Julieta Montanelli, Jean-Paul Mazellier, Lee Swanstrom, Benoit Gallix, Georgios Exarchakis, Leonardo Sosa Valencia, Nicolas Padoy:
Spatio-Temporal Model for EUS Video Detection of Pancreatic Anatomy Structures. 13-22 - Roshan P. Mathews, Mahesh Raveendranatha Panicker, Abhilash Rakkunedeth Hareendranathan, Yale Tung Chen, Jacob L. Jaremko, Brian Buchanan, Kiran Vishnu Narayan, Kesavadas Chandrasekharan, Greeta Mathews:
RL Based Unsupervised Video Summarization Framework for Ultrasound Imaging. 23-33 - Ricky Hu, Rohit Singla, Cailin Ringstrom, Zoe Hu, Victoria A. Lessoway, Janice Reid, Timothy Murray, Christopher Y. Nguan, Robert N. Rohling:
Prediction of Kidney Transplant Function with Machine Learning from Computational Ultrasound Features. 34-43 - Mobina Mahdavi, Hooman Vaseli, Christina Luong, Nathan Van Woudenberg, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang:
Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series. 44-53 - Mohamed Saeed, Mohammad Yaqub:
End-to-End Myocardial Infarction Classification from Echocardiographic Scans. 54-63 - Jerome Charton, Hui Ren, Jay Khambhati, Jeena DeFrancesco, Justin Cheng, Anam A. Waheed, Sylwia Marciniak, Filipe Moura, Rhanderson Cardoso, Bruno B. Lima, Erik Steen, Eigil Samset, Michael H. Picard, Xiang Li, Quanzheng Li:
View Classification of Color Doppler Echocardiography via Automatic Alignment Between Doppler and B-Mode Imaging. 64-71
Segmentation and Reconstruction
- Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Christopher A. Rinaldi, Martin R. Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King:
AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. 75-85 - David Stojanovski, Uxio Hermida, Marica Muffoletto, Pablo Lamata, Arian Beqiri, Alberto Gómez:
Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D Echo Views. 86-95 - Alberto Gómez, Mihaela Porumb, Angela Mumith, Thierry Judge, Shan Gao, Woo-Jin Cho Kim, Jorge Oliveira, Agis Chartsias:
Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography. 96-105 - Clara Lebbos, Jen Barcroft, Jeremy Tan, Johanna P. Müller, Matthew Baugh, Athanasios Vlontzos, Srdjan Saso, Bernhard Kainz:
Adnexal Mass Segmentation with Ultrasound Data Synthesis. 106-116 - Mourad Gridach, Elizaveta Savochkina, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble:
Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction. 117-127 - Dongwoon Hyun:
A Universal End-to-End Description of Pulse-Echo Ultrasound Image Reconstruction. 128-138
Assessment, Guidance and Robotics
- Zachary M. C. Baum, Tamas Ungi, Christopher Schlenger, Yipeng Hu, Dean C. Barratt:
Learning Generalized Non-rigid Multimodal Biomedical Image Registration from Generic Point Set Data. 141-151 - Yiping Xie, Xilong Hou, Hongbin Liu, James Housden, Kawal S. Rhode, Zeng-Guang Hou, Shuangyi Wang:
Contact Force Prediction for a Robotic Transesophageal Ultrasound Probe via Operating Torque Sensing. 152-161 - Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt:
Meta-registration: Learning Test-Time Optimization for Single-Pair Image Registration. 162-171 - Sevim Cengiz, Ibraheem Hamdi, Mohammad Yaqub:
Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images. 172-182 - Nina Montaña Brown, João Ramalhinho, Bongjin Koo, Moustafa Allam, Brian R. Davidson, Kurinchi Gurusamy, Yipeng Hu, Matthew J. Clarkson:
Towards Multi-modal Self-supervised Video and Ultrasound Pose Estimation for Laparoscopic Liver Surgery. 183-192
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