Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries

Beschreibung

The MICCAI Challenges proceedings book set LNCS 16376 + 16377 includes contributions from the BraTS 2025 Lighthouse Challenge focusing on brain tumor image analysis, including longitudinal assessment of brain tumor response, generalizability of tumor segmentation methods across different entities, and inclusion of tumor entities for which there is currently limited annotated data. It also contains contributions from the AIMS-TBI 2025 Challenge that deals with the detection and segmentation of lesions in T1-weighted MRI data from moderate-severe traumatic brain injury.

The 79 papers included in the proceedings were carefully reviewed and selected from a total of 90 submissions. The papers were organized in topical sectios as follows: 

Part I: Invited Paper.- Challenge 1 - BraTS-GLI Challenge; Challenge 2 - BraTS-MEN; Challenge 3 - BraTS-MEN-RT; Challenge 4 - BraTS-METS; Challenge 5 - BraTS-Africa; Challenge 6 - BraTS-PED; Challenge 7 - BraTS-GOAT; 

Part II: Challenge 8 - BraTS-Synth; Challenge 9 - BraTS-Inpainting; Challenge 10 - BraTS-Path; Challenge 11 - BraTS-PRO; Challenge 12 - AIMS-TBI.

Autor*in

Spyridon Bakas

Themen in »Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries«

BraTS challenge glioma segmentation meningioma segmentation pediatric brain tumor segmentation brain metastasis segmentation Sub Saharan Africa glioma segmentation brain tumor segmentation segmentation generalizability missing MRI synthesis brain MRI inpainting glioma histopathology RANO classification glioma progression traumatic brain injury brain lesion segmentation

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