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07/06/2023
Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation
Extracorporeal membrane oxygenation (ECMO) is an essential life-supporti...
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01/25/2023
Learning to Rank Normalized Entropy Curves with Differentiable Window Transformation
Recent automated machine learning systems often use learning curves rank...
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05/24/2022
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records
Burnout is a significant public health concern affecting nearly half of ...
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05/20/2021
Objective-aware Traffic Simulation via Inverse Reinforcement Learning
Traffic simulators act as an essential component in the operating and pl...
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04/30/2021
Predicting Intraoperative Hypoxemia with Joint Sequence Autoencoder Networks
We present an end-to-end model using streaming physiological time series...
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11/02/2020