27 citations · 43 across the 6 of their papers we have counts for
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cs.LG2020
Improving Recurrent Neural Network Responsiveness to Acute Clinical Events
David Ledbetter, Eugene Laksana, Melissa Aczon +1
Predictive models in acute care settings must be able to immediately recognize precipitous changes in a patient's status when presented with data reflecting such changes. Recurrent…
cs.LG2019
Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk
Long V. Ho, Melissa D. Aczon, David Ledbetter +1
Deep learning has demonstrated success in many applications; however, their use in healthcare has been limited due to the lack of transparency into how they generate predictions. A…