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02/28/2023
Synthesizing Mixed-type Electronic Health Records using Diffusion Models
Electronic Health Records (EHRs) contain sensitive patient information, ...
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07/24/2022
Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression Modeling
A particular challenge for disease progression modeling is the heterogen...
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06/06/2022
Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data
Advances in deep learning for human activity recognition have been relat...
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03/16/2021