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Talk
Wed Aug 09 09:30 AM -- 09:48 AM (KST) @ C4.6 & C4.7
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications
In Healthcare
Hao Zhou · Yilin Zhang · Vamsi Krishna Ithapu · Sterling Johnson · Grace Wahba · Vikas Singh
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Wed Aug 09 09:48 AM -- 10:06 AM (KST) @ C4.6 & C4.7
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis
In Healthcare
Ahmed M. Alaa · Scott B Hu · Mihaela van der Schaar
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Wed Aug 09 10:06 AM -- 10:24 AM (KST) @ C4.6 & C4.7
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier
In Healthcare
Joseph Futoma · Sanjay Hariharan · Katherine Heller
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Wed Aug 09 10:24 AM -- 10:42 AM (KST) @ C4.6 & C4.7
iSurvive: An Interpretable, Event-time Prediction Model for mHealth
In Healthcare
Walter Dempsey · Alexander Moreno · James Rehg · Susan Murphy · Chris Scott · Michael Dennis · David Gustafson
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Wed Aug 09 10:42 AM -- 11:00 AM (KST) @ C4.6 & C4.7
Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture
In Healthcare
Mingmin Zhao · Shichao Yue · Dina Katabi · Tommi Jaakkola · Matt Bianchi
[ PDF]  [ ss Summary/Notes]  [ Video]