Radiomics in Lung Metastases: A Systematic Review

Michela Gabelloni; Lorenzo Faggioni; Roberta Fusco; Igino Simonetti; Federica De Muzio; Giuliana Giacobbe; Alessandra Borgheresi; Federico Bruno; Diletta Cozzi; Francesca Grassi; Mariano Scaglione; Andrea Giovagnoni; Antonio Barile; Vittorio Miele; Nicoletta Gandolfo; Vincenza Granata

doi:10.3390/jpm13020225

Journal of Personalized Medicine (Jan 2023)

Radiomics in Lung Metastases: A Systematic Review

Michela Gabelloni,
Lorenzo Faggioni,
Roberta Fusco,
Igino Simonetti,
Federica De Muzio,
Giuliana Giacobbe,
Alessandra Borgheresi,
Federico Bruno,
Diletta Cozzi,
Francesca Grassi,
Mariano Scaglione,
Andrea Giovagnoni,
Antonio Barile,
Vittorio Miele,
Nicoletta Gandolfo,
Vincenza Granata

Affiliations

Michela Gabelloni: Nuclear Medicine Unit, Department of Translational Research, University of Pisa, 56126 Pisa, Italy
Lorenzo Faggioni: Academic Radiology, Department of Translational Research, University of Pisa, 56126 Pisa, Italy
Roberta Fusco: Medical Oncology Division, Igea SpA, 80013 Naples, Italy
Igino Simonetti: Division of Radiology, Istituto Nazionale Tumori IRCCS Fondazione Pascale—IRCCS di Napoli, 80131 Naples, Italy
Federica De Muzio: Department of Medicine and Health Sciences V. Tiberio, University of Molise, 86100 Campobasso, Italy
Giuliana Giacobbe: General and Emergency Radiology Department, “Antonio Cardarelli” Hospital, 80131 Naples, Italy
Alessandra Borgheresi: Department of Radiology, University Hospital “Azienda Ospedaliera Universitaria delle Marche”, 60126 Ancona, Italy
Federico Bruno: Department of Diagnostic Imaging, Area of Cardiovascular and Interventional Imaging, Abruzzo Health Unit 1, 67100 L’Aquila, Italy
Diletta Cozzi: Italian Society of Medical and Interventional Radiology, SIRM Foundation, 20122 Milan, Italy
Francesca Grassi: Department of Precision Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy
Mariano Scaglione: Department of Surgery, Medicine and Pharmacy, University of Sassari, 07100 Sassari, Italy
Andrea Giovagnoni: Department of Radiology, University Hospital “Azienda Ospedaliera Universitaria delle Marche”, 60126 Ancona, Italy
Antonio Barile: Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy
Vittorio Miele: Italian Society of Medical and Interventional Radiology, SIRM Foundation, 20122 Milan, Italy
Nicoletta Gandolfo: Diagnostic Imaging Department, Villa Scassi Hospital-ASL 3, 16149 Genoa, Italy
Vincenza Granata: Division of Radiology, Istituto Nazionale Tumori IRCCS Fondazione Pascale—IRCCS di Napoli, 80131 Naples, Italy

DOI: https://doi.org/10.3390/jpm13020225
Journal volume & issue: Vol. 13, no. 2
p. 225

Abstract

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Due to the rich vascularization and lymphatic drainage of the pulmonary tissue, lung metastases (LM) are not uncommon in patients with cancer. Radiomics is an active research field aimed at the extraction of quantitative data from diagnostic images, which can serve as useful imaging biomarkers for a more effective, personalized patient care. Our purpose is to illustrate the current applications, strengths and weaknesses of radiomics for lesion characterization, treatment planning and prognostic assessment in patients with LM, based on a systematic review of the literature.

Published in Journal of Personalized Medicine

ISSN: 2075-4426 (Online)
Publisher: MDPI AG
Country of publisher: Switzerland
LCC subjects: Medicine
Website: http://www.mdpi.com/journal/jpm

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