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242 * !
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Tue, 8/4/2020,
1:00 PM -
2:50 PM
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Virtual
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Deep Learning Methods in Biomedical Studies — Invited Papers
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WNAR, Section on Statistical Computing, Section on Statistical Learning and Data Science
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Organizer(s): Wei Sun, Fred Hutchinson Cancer Research Center
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Chair(s): Kin Yau Alex Wong, The Polytechnic University of Hong Kong
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1:05 PM
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Multi-Stage Sequential Deep Autoencoder-Based Monotone Nonlinear Dimensionality Reduction Methods
Youyi Fong, Fred Hutchinson Cancer Research Center; Jun Xu, None
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1:30 PM
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A Computationally-Favorable Reframing of Proportional-Hazards Modeling for Large Time-to-Event Data Sets with Applications to Deep Learning
Noah Simon, University of Washington
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1:55 PM
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Deep Learning Methods for Single Cell Data Denoising and Multimodal Imputation
Nancy Zhang, The University of Pennsylvania
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2:20 PM
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Discussant: Wei Sun, Fred Hutchinson Cancer Research Center
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2:40 PM
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Floor Discussion
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