15 citations · 26 across the 3 of their papers we have counts for
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cs.LG2019
SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability
Sunil Mallya, Marc Overhage, Sravan Bodapati +2
Chronic disease progression is emerging as an important area of investment for healthcare providers. As the quantity and richness of available clinical data continue to increase al…
cs.LG2019★ 11 cited
Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset
Sunil Mallya, Marc Overhage, Navneet Srivastava +2
In this paper we present a Recurrent neural networks (RNN) based architecture that achieves an AUCROC of 0.9147 for predicting the onset of Congestive Heart Failure (CHF) 15 months…