Community medical centers struggle to produce well-calibrated clinical prediction models: Data augmentation can help
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Objective: Machine learning models (ML) often require localization to perform optimally in local populations. We hypothesize that smaller community healthcare centers may not have the necessary patient volume to facilitate locali... ...