322 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
Showing 2019Show all
2 papers · 1 filter
q-bio.QM2019★ 322 cited
Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data
Sushravya Raghunath, Alvaro E. Ulloa Cerna, Linyuan Jing +12
The electrocardiogram (ECG) is a widely-used medical test, typically consisting of 12 voltage versus time traces collected from surface recordings over the heart. Here we hypothesi…
cs.CY2019★ 34 cited
Interpretation of machine learning predictions for patient outcomes in electronic health records
William La Cava, Christopher Bauer, Jason H. Moore +1
Electronic health records are an increasingly important resource for understanding the interactions between patient health, environment, and clinical decisions. In this paper we re…