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Divya Shanmugam

Coarse race data conceals disparities in clinical risk score performance

Apr 18, 2023
Rajiv Movva, Divya Shanmugam, Kaihua Hou, Priya Pathak, John Guttag, Nikhil Garg, Emma Pierson

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* The first two authors contributed equally. Under review

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Data Augmentation for Electrocardiograms

Apr 09, 2022
Aniruddh Raghu, Divya Shanmugam, Eugene Pomerantsev, John Guttag, Collin M. Stultz

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

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Quantifying Inequality in Underreported Medical Conditions

Oct 08, 2021
Divya Shanmugam, Emma Pierson

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Multiple Instance Learning for ECG Risk Stratification

Dec 02, 2018
Divya Shanmugam, Davis Blalock, Jen G. Gong, John Guttag

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* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200

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