Accurate diagnosis of lymphoma on whole-slide histopathology images using deep learning

Abstract Histopathological diagnosis of lymphomas represents a challenge requiring either expertise or centralised review, and greatly depends on the technical process of tissue sections. Hence, we developed an innovative deep-learning framework, empowered with a certainty estimation level, designed...

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Bibliographic Details
Main Authors: Charlotte Syrykh, Arnaud Abreu, Nadia Amara, Aurore Siegfried, Véronique Maisongrosse, François X. Frenois, Laurent Martin, Cédric Rossi, Camille Laurent, Pierre Brousset
Format: Article
Language:English
Published: Nature Publishing Group 2020-05-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-020-0272-0