PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
March 29, 2026Radiology Imaging Cancer2 citationsOpen Access

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

View Full Paper
JWJian WuBBBenjamin BillotFZFenqiang Zhao

Key Points

  • The aim is to develop a network for accurate and efficient segmentation of brain structures and tumors from MRI scans.
  • Developed a three-dimensional network for segmentation.
  • Applied the network to various standard MRI sequences.
  • Tested the network on unseen data to evaluate generalizability.
  • Achieved high accuracy in segmenting brain structures and tumors.
  • Demonstrated robust performance on new, unseen MRI scans.

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.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Wu et al. (2026) studied this question.

synapsesocial.com/papers/69c8c25dde0f0f753b39ca12https://doi.org/10.1148/rycan.250222
Ask AI
Helpful
Bookmark
Share
View Full Paper