Not seeing the trees for the forest. The impact of neighbours on graph-based configurations in histopathology

Abstract Background Deep learning (DL) has set new standards in cancer diagnosis, significantly enhancing the accuracy of automated classification of whole slide images (WSIs) derived from biopsied tissue samples. To enable DL models to process these large images, WSIs are typically divided into tho...

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Bibliographic Details
Main Authors: Olga Fourkioti, Matt De Vries, Reed Naidoo, Chris Bakal
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-024-06007-x