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07/10/2023
Multi-modal Graph Learning over UMLS Knowledge Graphs
Clinicians are increasingly looking towards machine learning to gain ins...
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12/06/2022
On the Importance of Clinical Notes in Multi-modal Learning for EHR Data
Understanding deep learning model behavior is critical to accepting mach...
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08/29/2022
Temporal Label Smoothing for Early Prediction of Adverse Events
Models that can predict adverse events ahead of time with low false-alar...
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11/16/2021
HiRID-ICU-Benchmark – A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
The recent success of machine learning methods applied to time series co...
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06/22/2018