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Bradley Malin

Vanderbilt University

Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database


Jul 06, 2022
Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley Malin

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EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders


Dec 18, 2020
Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley Malin, Walter Stewart, Jimeng Sun

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GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment


Oct 17, 2020
Aref Asvadishirehjini, Murat Kantarcioglu, Bradley Malin

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Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing


Jan 22, 2018
Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley Malin

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Generating Multi-label Discrete Patient Records using Generative Adversarial Networks


Jan 11, 2018
Edward Choi, Siddharth Biswal, Bradley Malin, Jon Duke, Walter F. Stewart, Jimeng Sun

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* Accepted at Machine Learning in Health Care (MLHC) 2017 

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