MOSInversion: Knowledge distillation-based incremental learning in organ segmentation using DeepInversion

Jihyeon Kim

doi:10.1016/j.compbiomed.2025.111272

MOSInversion: Knowledge distillation-based incremental learning in organ segmentation using DeepInversion

2025-11-10

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DOI：10.1016/j.compbiomed.2025.111272

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Abstract

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• MOSInversion generates diverse synthetic images for multi-organ segmentation tasks. • Synthetic images for knowledge distillation mitigate catastrophic forgetting. • MOSInversion achieves state-of-the-art performance in incremental learning task.

MOSInversion: Knowledge distillation-based incremental learning in organ segmentation using DeepInversion

Abstract

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Organization