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The Univariate Flagging Algorithm (UFA): An interpretable approach for predictive modeling
(Public Library of Science (PLoS), 2019-10-11)
In many data classification problems, a number of methods will give similar accuracy. However, when working with people who are not experts in data science such as doctors, lawyers, and judges among others, finding ...
Can machine learning improve patient selection for cardiac resynchronization therapy?
(Public Library of Science (PLoS), 2019-10-03)
Rationale Multiple clinical trials support the effectiveness of cardiac resynchronization therapy (CRT); however, optimal patient selection remains challenging due to substantial treatment heterogeneity among patients who ...