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Background: Deep learning has been widely used to detect lesions in brain MRIs. However, a major challenge is the systematic low accuracy of deep learning in detecting small diffuse lesions, where the Dice overlap between expert- and computer-detected lesion regions is typically 0.3-0.7, compared to...

6-Month Interns/Co-ops in Machine Learning and Image Analysis (BS, MS, PhD, Postdoc levels), 2021-2022 Only 1 out of the 4 positions is open, with the starting date by the end o 2021 or early 2022. Open Positions: Four full-time research intern/co-op positions are open at the Image, Informatics, and...

Research Fellow in Medical Image Analysis and Machine Learning This position has been filled. Thanks for your interest. Departments of Pediatrics and Radiology at Boston Children’s Hospital and Harvard Medical School invite applicants for the open positions at the postdoctoral research fellow and...

Research Fellow in Medical Image Analysis and Deep Learning This position has been filled. Thanks for your interest. Open position: The Department of Radiology at Boston Children’s Hospital and Harvard Medical School invite applicants for a full-time position at the postdoctoral research fellow...

For current job openings, please click on the link on the left panel. Below are general guidelines. Thank you for your interest. Data Scientist: We have one opening for a brain MRI data scientist in 2021, please see the link on the left panel, or Opening -- Data Scientist. Postdoc fellows: Postdoc...

Current Lab Members Yangming Ou, PhD PI, i3 Lab Assistant Professor of Radiology, HMS Homepage | Google Scholar Sheng He, PhD Instructor of Pediatrics, HMS Charles A. King Trust Research Fellow Homepage | Google Scholar M. Arafat Hussain, PhD Research Fellow, HMS American Heart Association CHD...