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Author

Fatemeh-Sadat Abadian-Zadeh

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Oct 2026

Gradient-Based Self-supervised Multi-task Optimization for Weakly Supervised Brain Tumor Segmentation.

The results demonstrate that task-adaptive self-supervision provides an effective and label-efficient solution for 3D brain tumor segmentation and a gradient-driven policy mechanism dynamically identifies relevant tasks and suppresses harmful ones.

Fatemeh-Sadat Abadian-Zadeh, Mohammad Reza Mohammadi, Mohsen Soryani · 0 citations

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