Article

Expert-level pediatric brain tumor segmentation in a limited data scenario with stepwise transfer learning

2023-06-30

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Purpose</h4> Artificial intelligence (AI)-automated tumor delineation for pediatric gliomas would enable real-time volumetric evaluation to support diagnosis, treatment response assessment, and clinical decision-making. Auto-segmentation algorithms for pediatric tumors are rare, due to limited data availability, and algorithms have yet to demonstrate clinical translation. <h4>Methods</h4> We...

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Literature Corpus work: 85932621-b75c-5b7e-961d-8cc36a4729a3
DOI: 10.1101/2023.06.29.23292048

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