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Medicine is complex and data-driven and discovery and decision making are increasingly enabled by machine learning. Machine learning has the potential to support, enable and improve medical discovery and clinical decision making in areas such as medical imaging, cancer diagnostics, precision medicine, clinical trials, and electronic health records. This seminar series focuses on new algorithms, real-world deployment, and future trends in machine learning in medicine. It will feature prominent investigators who are developing and applying machine learning to biomedical discovery and in clinical decision support.

Date Topic Speaker Institution
June 24, 2020
Wednesday
3:00 PM - 4:00 PM EDT
Explainable Artificial Intelligence for Biology and Health

Recording of a previous presentation
Su-In Lee Univ of Washington
July 8, 2020
Wednesday
3:00 PM - 4:00 PM EDT
Machine Learning of EHR Sequences

Recording of presentation
Reza Khorshidi Oxford
July 22, 2020
Wednesday
3:00 PM - 4:00 PM EDT
Integration of Expert Systems in Clinical Radiology: NIH Perspective

(No recording)
Ronald Summers NIH (IRP)
August 5, 2020
Wednesday
3:00 PM - 4:00 PM EDT
A Framework for Shaping the Future of AI in Healthcare

Recording of presentation
Nigam Shah Stanford
August 19, 2020
Wednesday
3:00 PM - 4:00 PM EDT
Programmatic Supervision for Machine Learning

Recording of presentation
Alex Ratner Univ of Washington
September 2, 2020
Wednesday
3:00 PM - 4:00 PM EDT
Do Androids Dream of Therapeutic Molecules?

Recording of presentation
Alan Aspuru-Guzik Univ of Toronto
September 16, 2020
Wednesday
3:00 PM - 4:00 PM EDT
Machine Learning-Based Design (of proteins, small molecules and beyond)

Recording of presentation
Jennifer Listgarten Berkeley
September 30, 2020
Wednesday
3:00 PM - 4:00 PM EDT
AutoML: Powering the New Human-Machine Learning Ecosystem

(No recording)
Mihaela van der Schaar Univ of Cambridge / UCLA
October 14, 2020
Wednesday
3:00 PM - 4:00 PM EDT
Learning to Summarize Medical Evidence

Recording of presentation
Byron Wallace Northeastern Univ
October 28, 2020
Wednesday
3:00 PM - 4:00 PM EDT
Going Beyond Diagnosis and Prognosis: Machine Learning to Guide Treatment Suggestions

Recording of presentation
David Sontag MIT
November 11, 2020
Wednesday
3:00 PM - 4:00 PM EST
Time Will Tell: Longitudinal Image Analysis to Meet Clinical Needs

Recording of presentation
Guido Gerig NYU
November 25, 2020
Wednesday
3:00 PM - 4:00 PM EST
No seminar (Thanksgiving break)
December 9, 2020
Wednesday
3:00 PM - 4:00 PM EST
From Diagnosis to Treatment: Augmenting Clinical Decision Making with Artificial Intelligence

Recording of presentation
Jenna Wiens Univ of Michigan
December 23, 2020
Wednesday
3:00 PM - 4:00 PM EST
No seminar (Christmas break)