IEEE journal of biomedical and health informatics
A Self-Adaptive Mixup-Augmented Selective Prediction Framework: A Case Study on In-Hospital Mortality Prediction.
Kaidi Gong, Yuan Xu, Xiaolei Xie
Published: 202510.1109/JBHI.2025.3639425
Abstract
Safety considerations are important in bridging the gap from foundation models to foundation intelligence, particularly in applications where errors can have harmful consequences. Selective prediction is a viable approach to enhancing safety by conve…
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