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adaptive normalization 1brain lesion segmentation 1deep learning 1MRI 1nnunet 1traumatic brain injury 1

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cs.CV2026

Lesion Segmentation in Moderate to Severe Traumatic Brain Injury: An nnU-Net Based Approach with Adaptive Normalization in the AIMS-TBI 2025 Challenge

Inhwa Son, Gaeun Lee, Sohyeon Sim +1

The paper presents a deep‑learning solution using nnU‑Net with adaptive intensity normalization confined to brain tissue to segment lesions in moderate to severe traumatic brain in…