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Polar transform network for prostate ultrasound segmentation with uncertainty estimation
Affiliation:1. Department of Biomedical Engineering and the Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY 12180, USA;2. Department of Urology, The State University of New York Upstate Medical University, Syracuse, NY 13210, USA;3. Molecular Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA;4. Center for Interventional Oncology, Radiology & Imaging Sciences at National Institutes of Health, Bethesda, MD 20892, USA;1. Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China;2. Department of Ultrasound, The First Medical Center of Chinese PLA General Hospital, Beijing 100853, China;3. Senior Department of Oncology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing 100039, China;1. National Laboratory for Scientific Computing, LNCC/MCTI, Petrópolis, Brazil;2. Consejo Nacional de Investigaciones Científicas, CONICET, Argentina;3. Universidad Nacional del Centro, UNICEN, Tandil, Argentina;4. Hospital Israelita Albert Einstein, São Paulo, Brazil;5. National Institute of Science and Technology in Medicine Assisted by Scientific Computing, INCT-MACC, Petrópolis, RJ, Brazil;6. Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland;7. Interventional Cardiology Department, MedStar Washington Hospital Center, Washington, DC, USA;8. Georgetown University School of Medicine, Washington, DC, USA;1. Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada;2. Vancouver Cancer Centre, Vancouver, BC, Canada;1. Laboratory for Computational Sensing and Robotics, Johns Hopkins University, MD, USA;2. School of Computing, Queen’s University, ON, Canada;3. Department of Electrical and Computer Engineering, University of British Columbia, BC, Canada
Abstract:
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