A hybrid adaptive approach for instance transfer learning with dynamic and imbalanced data
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DOI: 10.1002/int.23055
Abstract: Machine learning has demonstrated success in clinical risk prediction modeling with complex electronic health record (EHR) data. However, the evolving nature of clinical practices can dynamically change the underlying data distribution over time, leading to… read more here.
Keywords: approach instance; transfer learning; adaptive approach; hybrid adaptive ... See more keywords