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Machine Learning Is Not Just for Prediction: Its Role as an Exploratory Analytical Tool in Medicine

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Machine learning (ML) has been primarily used for predictive modeling in medical research, but this reflects only part of its potential. This review proposes a conceptual distinction between predictive ML and exploratory ML. Predictive ML aims to maximize accu... ...