What are “meaningful” ML datasets and the opportunities and challenges in creating them?
Judy Wawira ⋅ Matthew Lungren ⋅ Elaine Nsoesie ⋅ Ari Robicsek
2021 Panel
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Workshop: Machine learning from ground truth: New medical imaging datasets for unsolved medical problems.
in
Workshop: Machine learning from ground truth: New medical imaging datasets for unsolved medical problems.
Abstract
This panel will explore the challenges and opportunities of finding and building meaningful datasets within health systems leveraging concrete examples the panelists have in their experience of building and working with healthcare datasets. Featured panelists include: Judy Gichoya, Assistant Professor of Radiology and Imaging, Emory; Matt Lungren, Director of the Stanford Center for Artificial Intelligence in Medicine & Imaging; Ari Robiczek, Chief Medical Analytics Officer, Providence St. Joseph Health
Video
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