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05/19/2022
Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes
Despite intense efforts in basic and clinical research, an individualize...
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09/29/2021
Temporal Clustering with External Memory Network for Disease Progression Modeling
Disease progression modeling (DPM) involves using mathematical framework...
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09/25/2021
Cardiac Complication Risk Profiling for Cancer Survivors via Multi-View Multi-Task Learning
Complication risk profiling is a key challenge in the healthcare domain ...
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06/13/2021
Contrastive Attention for Automatic Chest X-ray Report Generation
Recently, chest X-ray report generation, which aims to automatically gen...
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10/19/2020
Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation
White Matter Hyperintensities (WMH) are the most common manifestation of...
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08/27/2020
Estimating Individual Treatment Effects with Time-Varying Confounders
Estimating the individual treatment effect (ITE) from observational data...
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02/09/2019