A systematic analysis of deep learning in genomics and histopathology for precision oncology

Abstract Background Digitized histopathological tissue slides and genomics profiling data are available for many patients with solid tumors. In the last 5 years, Deep Learning (DL) has been broadly used to extract clinically actionable information and biological knowledge from pathology slides and g...

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Bibliographic Details
Main Authors: Michaela Unger, Jakob Nikolas Kather
Format: Article
Language:English
Published: BMC 2024-02-01
Series:BMC Medical Genomics
Subjects:
Online Access:https://doi.org/10.1186/s12920-024-01796-9