Preprint
Sep 2026
BrainIAC: Interactive 3D Brain Lesion Segmentation across Heterogeneous MRI Modalities with Online Adaptation
This work presents BrainIAC (Brain lesion Interactive Adaptive Continuously learning segmentation), a unified framework that integrates a multi-modal backbone network trained to segment multiple types of brain lesions and handle heterogeneous sets of modalities via zero-filling and random modality dropping.
Wen-Tian Xu, Anthony P. Addison, Zi-Yun Liang et al.
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