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cs.LG2022
Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection
Conor K. Corbin, Michael Baiocchi, Jonathan H. Chen
When evaluating the performance of clinical machine learning models, one must consider the deployment population. When the population of patients with observed labels is only a sub…
cs.LG2020★ 3 cited
Clinical Recommender System: Predicting Medical Specialty Diagnostic Choices with Neural Network Ensembles
Morteza Noshad, Ivana Jankovic, Jonathan H. Chen
The growing demand for key healthcare resources such as clinical expertise and facilities has motivated the emergence of artificial intelligence (AI) based decision support systems…