Please Note: All session times for the are U.S. Eastern Standard Time (EST).
THURSDAY, APRIL 22, 202110 AM-4:15 PM EST |
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10 AM |
Welcome Address |
10:05 AM |
Session I. AI in Omics |
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Dr. Mihai Pop, The University of Maryland Embracing ambiguity when characterizing microbes |
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Dr. Wendy A. Woodward, The University of Texas MD Anderson Cancer Center |
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Dr. Trey Ideker, University of California San Diego Predicting drug response and synergy using deep learning models of human cancer |
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Panel Discussion: Traditionalist vs AI approaches Moderated by Dr. Jun Wan, Indiana University |
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Dr. Eneida A. Mendonca, Regenstrief Institute |
12:45 PM |
Break |
1:30 PM |
Session II. Causality in Medicine |
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Dr. Alan Hubbard, University of California Berkeley |
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Dr. Shravan Kethireddy, The Cleveland Clinic |
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Mr. Glen de Vries, Medidata Patient Equations and the Future of Life Sciences |
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Panel Discussion: Ethical AI, moderated by Dr. Rebecca W. Doerge, Carnegie Mellon University |
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Dr. Paul Sheehan, DARPA |
4:15 PM |
Closing Remarks |
FRIDAY, APRIL 23, 202110 AM-4:10 PM EST |
|
10 AM |
Opening Remarks |
10: 05 AM |
Session III. Interpretable AI & Explainable AI |
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Dr. Pratik Shah, MIT Media Lab |
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Dr. Jennifer Couch, National Cancer Institute |
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Dr. Cynthia Rudin, Duke University Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead |
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Panel Discussion: Interpretable AI vs Explainable AI Moderated by Dr. David Basanta Gutierrez, H. Lee Moffitt Cancer Center & Research Institute |
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Dr. Laura Biven, NIH |
12:45 PM |
Break |
1:00 PM |
Session IV. Bringing expert care to a wider range of people with AI |
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Dr. Patrick Loehrer, Indiana University |
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Dr. Bin Yu, University of California Berkeley Stable Discovery of Interpretable Subgroups via Calibration in Causal Studies |
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Dr. Eric Stahlberg, Frederick National Lab |
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Dr. John Quackenbush, Harvard University |
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Panel Discussion: Looking forward: what is needed to translate AI to the clinic? Moderated by Dr. Min Zhang, Purdue University |
4:10 PM |
Organizer’s Closing Remarks |
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