Publications by authors named "Hugh Chen"

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ExplaiNAble BioLogical Age (ENABL Age): an artificial intelligence framework for interpretable biological age.
Wei Qiu, Hugh Chen, Matt Kaeberlein, Su-In Lee

Lancet Healthy Longev· December 2023

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Uncovering expression signatures of synergistic drug responses via ensembles of explainable machine-learning models.
Joseph D Janizek, Ayse B Dincer, Safiye Celik, Hugh Chen, William Chen

Nat Biomed Eng· June 2023

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Interpretable machine learning prediction of all-cause mortality.
Wei Qiu, Hugh Chen, Ayse Berceste Dincer, Scott Lundberg, Matt Kaeberlein

Commun Med (Lond)· October 2022

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Explaining a series of models by propagating Shapley values.
Hugh Chen, Scott M Lundberg, Su-In Lee

Nat Commun· August 2022

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Forecasting adverse surgical events using self-supervised transfer learning for physiological signals.
Hugh Chen, Scott M Lundberg, Gabriel Erion, Jerry H Kim, Su-In Lee

NPJ Digit Med· December 2021

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From Local Explanations to Global Understanding with Explainable AI for Trees.
Scott M Lundberg, Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M Prutkin

Nat Mach Intell· January 2020

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Probabilistic model-based approach for heart beat detection.
Hugh Chen, Yusuf Erol, Eric Shen, Stuart Russell

Physiol Meas· September 2016

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