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04/25/2023
NPRL: Nightly Profile Representation Learning for Early Sepsis Onset Prediction in ICU Trauma Patients
Sepsis is a syndrome that develops in response to the presence of infect...
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04/13/2023
Multi-Subset Approach to Early Sepsis Prediction
Sepsis is a life-threatening organ malfunction caused by the host's inab...
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04/15/2021
Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management
Prediction of diabetes and its various complications has been studied in...
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02/07/2021
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare
Fairness in AI and machine learning systems has become a fundamental pro...
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02/06/2021
Emergency Department Optimization and Load Prediction in Hospitals
Over the past several years, across the globe, there has been an increas...
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09/21/2020
Survey of explainable machine learning with visual and granular methods beyond quasi-explanations
This paper surveys visual methods of explainability of Machine Learning ...
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07/29/2019