Machine learning can aid in prediction of IDH mutation from H&E-stained histology slides in infiltrating gliomas

Abstract While Machine Learning (ML) models have been increasingly applied to a range of histopathology tasks, there has been little emphasis on characterizing these models and contrasting them with human experts. We present a detailed empirical analysis comparing expert neuropathologists and ML mod...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Benjamin Liechty, Zhuoran Xu, Zhilu Zhang, Cheyanne Slocum, Cagla D. Bahadir, Mert R. Sabuncu, David J. Pisapia
Format:	Article
Language:	English
Published:	Nature Portfolio 2022-12-01
Online Access:	https://doi.org/10.1038/s41598-022-26170-6