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Data Augmentation for Electrocardiograms



Aniruddh Raghu , Divya Shanmugam , Eugene Pomerantsev , John Guttag , Collin M. Stultz

* Conference on Health, Inference, and Learning (CHIL) 2022 

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Learning to Predict with Supporting Evidence: Applications to Clinical Risk Prediction



Aniruddh Raghu , John Guttag , Katherine Young , Eugene Pomerantsev , Adrian V. Dalca , Collin M. Stultz

* ACM Conference on Health, Learning, and Inference 2021 

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Transferring Knowledge from Text to Predict Disease Onset



Yun Liu , Kun-Ta Chuang , Fu-Wen Liang , Huey-Jen Su , Collin M. Stultz , John V. Guttag

* Presented at 2016 Machine Learning and Healthcare Conference (MLHC 2016), Los Angeles, CA 

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