Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansSupervised Machine LearningAlgorithmsImage ProcessingComputer-Assisted
Self-supervised Learning through Multi-magnification Feature Correspondence for Histopathological Image Analysis.
Yukihiro Sugiyama, Wonjik Kim, Kazuki Uehara, Hirokazu Nosato, Hidenori Sakanashi
Published: 202510.1109/EMBC58623.2025.11253358
Abstract
Deep learning has shown promising results in pathological imaging analysis. However, the difficulty in acquiring large amounts of labeled data poses a significant challenge because annotating pathological images requires expert knowledge. Self-superv…
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