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05/09/2023
Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction
Class imbalance problems widely exist in the medical field and heavily d...
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09/12/2022
Population-Based Hierarchical Non-negative Matrix Factorization for Survey Data
Motivated by the problem of identifying potential hierarchical populatio...
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08/09/2022
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction
Deep-learning-based clinical decision support using structured electroni...
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10/09/2020
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning
The United States is experiencing an opioid epidemic, and there were mor...
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11/28/2018