Transfer learning approach in pre-treatment CT images to predict therapeutic response in advanced malignant pleural mesothelioma

IntroductionMalignant pleural mesothelioma (MPM) is a poor-prognosis disease. Owing to the recent availability of new therapeutic options, there is a need to better assess prognosis. The initial clinical response could represent a useful parameter.MethodsWe proposed a transfer learning approach to p...

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Bibliographic Details

Published in:	Frontiers in Oncology
Main Authors:	Annarita Fanizzi, Annamaria Catino, Samantha Bove, Maria Colomba Comes, Michele Montrone, Angela Sicolo, Rahel Signorile, Pia Perrotti, Pamela Pizzutilo, Domenico Galetta, Raffaella Massafra
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-09-01
Subjects:	malignant pleural mesothelioma convolutional neural network machine learning mRECIST CT images response to therapy
Online Access:	https://www.frontiersin.org/articles/10.3389/fonc.2024.1432188/full