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The PIMed Laboratory has a multi-disciplinary direction and focuses on developing analytic methods for biomedical data integration, with a particular interest in radiology-pathology fusion to facilitate radiology image labeling. The radiology-pathology fusion allows the creation of detailed spatial labels, that later on can be used as input for advanced machine learning, such as deep learning. The recent focus of the lab has been on applying deep learning methods to detect and differentiate aggressive from indolent prostate cancers on MRI using the pathology information (both labels and the image content), work that was recently published in Medical Physics and Medical Image Analysis Journals.
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论文共 123 篇作者统计合作学者相似作者
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Cynthia Xinran Li,Indrani Bhattacharya,Sulaiman Vesal, Sara Saunders,Simon John Christoph Soerensen,Richard E. Fan,Geoffrey A. Sonn,Mirabela Rusu
MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT I (2024): 341-350
Sulaiman Vesal,Indrani Bhattacharya, Hassan Jahanandish, Moonhyung Choi, Steve Ran Zhou, Zachary Kornberg, Elijah Richard Sommer,Richard E. Fan,Mirabela Rusu,Geoffrey A. Sonn
Computers in Biology and Medicinepp.108318, (2024)
International Conference on Medical Image Computing and Computer-Assisted Intervention (2024): 182-192
Lichun Zhang, Steve R. Zhou, Moonhyung Choi,Richard E. Fan, Shengtian Sang,Geoffrey A. Sonn,Mirabela Rusu
Medical Imaging 2024: Ultrasonic Imaging and Tomography (2024)
Hassan Jahanandish,Sulaiman Vesal,Indrani Bhattacharya, Xinran Li,Richard E. Fan,Geoffrey A. Sonn,Mirabela Rusu
Medical Imaging 2024: Ultrasonic Imaging and Tomography (2024)
Hassan Jahanandish,Sulaiman Vesal,Indrani Bhattacharya, Zachary Kornberg, Steve Ran Zhou, Elijah Richard Sommer,Moon Hyung Choi,Richard E. Fan,Mirabela Rusu,Geoffrey A. Sonn
Indrani Bhattacharya,Sulaiman Vesal, Hassan Jahanandish, Moonhyung Choi, Steve Zhou, Zachary Kornberg, Elijah Richard Sommer,Richard E. Fan,James D. Brooks,Mirabela Rusu,Geoffrey A. Sonn
Journal of Urologyno. 5S (2024)
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