TumorSynth: Integrated Brain Tumor and Tissue Segmentation on Brain MRI Scans of Any Resolution and Contrast

Radiology Imaging Cancer 2026 Open access

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Authors: Jiaming Wu, Benjamin Billot, Fenqiang Zhao, Junjie Li, Yaou Liu, Zhizheng Zhuo, Giuseppe Pontillo, Xia Liu, Song Lin, Xiaokang Zhang, Jun Qiu, Jinyuan Weng
+5 more L. D. Zhang, Le Lu, Juan Eugenio Iglesias, Frederik Barkhof, Ferran Prados Carrasco
DOI: 10.1148/rycan.250222
Cited by: 2
References: 17

Abstract

We developed TumorSynth, a three-dimensional network for simultaneous segmentation of brain structures and tumors, which demonstrated high accuracy across standard structural MRI sequences and robust generalizability on unseen data.

Fields of Study & Subjects

Brain Tumor Detection and Classification Medical Image Segmentation Techniques Advanced Neural Network Applications

Publication details

Journal / source
Radiology Imaging Cancer
Publisher
Radiological Society of North America (RSNA)
Volume
8
Issue
2
Pages
e250222–e250222
Publication date
1 March 2026
Language
EN