688 citations · 1.4k across the 8 of their papers we have counts for
Showing 2017 · stat.MLShow all
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stat.ML2017★ 11 cited
Effective Representations of Clinical Notes
Sebastien Dubois, Nathanael Romano, David C. Kale +2
Clinical notes are a rich source of information about patient state. However, using them to predict clinical events with machine learning models is challenging. They are very high…
stat.ML2017★ 688 cited
Multitask learning and benchmarking with clinical time series data
Hrayr Harutyunyan, Hrant Khachatrian, David C. Kale +2
Health care is one of the most exciting frontiers in data mining and machine learning. Successful adoption of electronic health records (EHRs) created an explosion in digital clini…