Deep learning and manual assessment show that the absolute mitotic count does not contain prognostic information in triple negative breast cancer.

Maschenka C A BalkenholPeter BultDavid TellezWillem VreulsPieter C ClahsenFrancesco CiompiJeroen A W M van der Laak

Published in: Cellular oncology (Dordrecht) (2019)

Based on our results we conclude that the level of proliferation, as reflected by mitotic count, does not serve as a prognostic factor for TNBC. Therefore, TNBC patient management based on mitotic count should be discouraged.

Keyphrases

prognostic factors
cell cycle
deep learning
peripheral blood
signaling pathway
case report
cell proliferation
machine learning
healthcare
artificial intelligence