AIMC Topic: Vital Statistics
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Synthetic minority oversampling of vital statistics data with generative adversarial networks.
Journal of the American Medical Informatics Association : JAMIA
Nov 1, 2020
OBJECTIVE: Minority oversampling is a standard approach used for adjusting the ratio between the classes on imbalanced data. However, established methods often provide modest improvements in classification performance when applied to data with extrem...
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