Article

Noninvasive molecular subtyping of pediatric low-grade glioma with self-supervised transfer learning

2023-08-08

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Key Results</h4> An innovative training approach combining self-supervision and transfer learning (“TransferX”) is developed to boost model performance in a low data setting; TransferX enables the development of a scan-to-prediction pipeline for pediatric LGG mutational status (BRAF V600E, fusion, or wildtype) with ≥75% accuracy on internal and external validation; An evaluation metric, “COMD...

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Literature Corpus work: 7ed64a91-fae4-5396-9a9e-32c21ba7cd46
DOI: 10.1101/2023.08.04.23293673

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