Cancer research
Multicenter Histology Image Integration and Multiscale Deep Learning Support Machine Learning-Enabled Pediatric Sarcoma Classification.
Adam H Thiesen, Sergii Domanskyi, Ali Foroughi Pour, Jingyan Zhang, Todd B Sheridan, Steven B Neuhauser, Alyssa Stetson, Katelyn Dannheim, Jonathan C Henriksen, Danielle B Cameron, Shawn Ahn, Hao Wu, Emily R Christison Lagay, Carol J Bult, Eleanor Y Chen
Published: 202610.1158/0008-5472.CAN-25-2275
Abstract
Pediatric sarcomas present diagnostic challenges due to their rarity and diverse subtypes, often requiring specialized pathology expertise and costly genetic tests. To overcome these barriers, we developed a computational pipeline leveraging deep lea…
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