Bias-variance decomposition knowledge distillation for medical image segmentation

Xiangchun Yu; Teng Long; Z. H. Duan; Dingwen Zhang; Wei Pang; Miaomiao Liang; Jian Zheng; Liujin Qiu; Qing Xu

doi:10.1016/j.neucom.2025.130230

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Bias-variance decomposition knowledge distillation for medical image segmentation

Xiangchun Yu Teng Long Z. H. Duan Dingwen Zhang Wei Pang Miaomiao Liang Jian Zheng Liujin Qiu Qing Xu

Year: 2025 Journal: Neurocomputing Vol: 638 Pages: 130230-130230 Publisher: Elsevier BV

DOI: 10.1016/j.neucom.2025.130230

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Keywords:

Artificial intelligence Computer science Variance (accounting) Decomposition Image (mathematics) Segmentation Pattern recognition (psychology) Distillation Image segmentation Computer vision Statistics Machine learning Mathematics Business Chemistry Chromatography

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Advanced Neural Network Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Medical Image Segmentation Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Medical Imaging and Analysis

Physical Sciences → Engineering → Biomedical Engineering

Bias-variance decomposition knowledge distillation for medical image segmentation

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