Predicting Survival After Hepatocellular Carcinoma Resection Using Deep Learning on Histological Slides.

Charlie SaillardBenoit SchmauchOumeima LaifaMatahi MoariiSylvain ToldoMikhail ZaslavskiyElodie PronierAlexis LaurentGiuliana AmaddeoHélène RegnaultDaniele SommacaleMarianne ZiolJean-Michel PawlotskySébastien MuléAlain LucianiGilles WainribThomas ClozelPierre CourtiolJulien Calderaro

Published in: Hepatology (Baltimore, Md.) (2021)

This study shows that artificial intelligence can help refine the prediction of HCC prognosis. It highlights the importance of pathologist/machine interactions for the construction of deep-learning algorithms that benefit from expert knowledge and allow a biological understanding of their output.

Keyphrases

deep learning
artificial intelligence
machine learning
big data
convolutional neural network
healthcare