Exploring CT Texture Parameters as Predictive and Response Imaging Biomarkers of Survival in Patients With Metastatic Melanoma Treated With PD-1 Inhibitor Nivolumab: A Pilot Study Using a Delta-Radiomics Approach

Exploring CT Texture Parameters as Predictive and Response Imaging Biomarkers of Survival in Patients With Metastatic Melanoma Treated With PD-1 Inhibitor Nivolumab: A Pilot Study Using a Delta-Radiomics Approach

In the era of artificial intelligence and precision medicine, the use of quantitative imaging methodological approaches could improve the cancer patient’s therapeutic approaches. Specifically, our pilot study aims to explore whether CT texture features on both baseline and first post-treatment contr...

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Bibliographic Details
Main Authors: Antonino Guerrisi, Michelangelo Russillo, Emiliano Loi, Balaji Ganeshan, Sara Ungania, Flora Desiderio, Vicente Bruzzaniti, Italia Falcone, Davide Renna, Virginia Ferraresi, Mauro Caterino, Francesco Maria Solivetti, Francesco Cognetti, Aldo Morrone
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Oncology
Subjects:
melanoma
immunotherapy
x-ray computed tomography
biomarker
precision medicine
image analysis
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.704607/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2021.704607/full

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