599 citations · 1k across the 35 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017★ 1 cited
Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks
Jinsung Yoon, William R. Zame, Mihaela van der Schaar
Missing data is a ubiquitous problem. It is especially challenging in medical settings because many streams of measurements are collected at different - and often irregular - times…
cs.LG2017★ 3 cited
Individualized Risk Prognosis for Critical Care Patients: A Multi-task Gaussian Process Model
Ahmed M. Alaa, Jinsung Yoon, Scott Hu +1
We report the development and validation of a data-driven real-time risk score that provides timely assessments for the clinical acuity of ward patients based on their temporal lab…