Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features.

Autor: Del Corso, Giulio, Germanese, Danila, Caudai, Claudia, Anastasi, Giada, Belli, Paolo, Formica, Alessia, Nicolucci, Alberto, Palma, Simone, Pascali, Maria Antonietta, Pieroni, Stefania, Trombadori, Charlotte, Colantonio, Sara, Franchini, Michela, Molinaro, Sabrina

Publikováno v: Journal of Digital Imaging; Aug2024, Vol. 37 Issue 4, p1642-1651, 10p

Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features.

Autor: Del Corso G; Institute of Information Science and Technologies 'A. Faedo' (ISTI), National Research Council of Italy (CNR), Pisa, Italy. giulio.delcorso@isti.cnr.it., Germanese D; Institute of Information Science and Technologies 'A. Faedo' (ISTI), National Research Council of Italy (CNR), Pisa, Italy., Caudai C; Institute of Information Science and Technologies 'A. Faedo' (ISTI), National Research Council of Italy (CNR), Pisa, Italy., Anastasi G; Institute of Clinical Physiology (IFC), National Research Council of Italy (CNR), Pisa, Italy.; Department of Computer Science, University of Pisa, Pisa, Italy., Belli P; Policlinico Gemelli IRCCS, Rome, Italy.; Università Cattolica del Sacro Cuore, Rome, Italy., Formica A; Institute of Clinical Physiology (IFC), National Research Council of Italy (CNR), Pisa, Italy., Nicolucci A; Studi Michelangelo srl, Firenze, Italy., Palma S; Policlinico Gemelli IRCCS, Rome, Italy., Pascali MA; Institute of Information Science and Technologies 'A. Faedo' (ISTI), National Research Council of Italy (CNR), Pisa, Italy., Pieroni S; Institute of Clinical Physiology (IFC), National Research Council of Italy (CNR), Pisa, Italy., Trombadori C; Policlinico Gemelli IRCCS, Rome, Italy., Colantonio S; Institute of Information Science and Technologies 'A. Faedo' (ISTI), National Research Council of Italy (CNR), Pisa, Italy., Franchini M; Institute of Clinical Physiology (IFC), National Research Council of Italy (CNR), Pisa, Italy. michela.franchini@cnr.it., Molinaro S; Institute of Clinical Physiology (IFC), National Research Council of Italy (CNR), Pisa, Italy.

Publikováno v: Journal of imaging informatics in medicine [J Imaging Inform Med] 2024 Aug; Vol. 37 (4), pp. 1642-1651. Date of Electronic Publication: 2024 Mar 13.