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Radiomics and "radi-…omics" in cancer immunotherapy: a guide for clinicians.

Authors :
Porcu M
Solinas C
Mannelli L
Micheletti G
Lambertini M
Willard-Gallo K
Neri E
Flanders AE
Saba L
Source :
Critical reviews in oncology/hematology [Crit Rev Oncol Hematol] 2020 Oct; Vol. 154, pp. 103068. Date of Electronic Publication: 2020 Aug 07.
Publication Year :
2020

Abstract

In recent years the concept of precision medicine has become a popular topic particularly in medical oncology. Besides the identification of new molecular prognostic and predictive biomarkers and the development of new targeted and immunotherapeutic drugs, imaging has started to play a central role in this new era. Terms such as "radiomics", "radiogenomics" or "radi…-omics" are becoming increasingly common in the literature and soon they will represent an integral part of clinical practice. The use of artificial intelligence, imaging and "-omics" data can be used to develop models able to predict, for example, the features of the tumor immune microenvironment through imaging, and to monitor the therapeutic response beyond the standard radiological criteria. The aims of this narrative review are to provide a simplified guide for clinicians to these concepts, and to summarize the existing evidence on radiomics and "radi…-omics" in cancer immunotherapy.<br /> (Copyright © 2020 Elsevier B.V. All rights reserved.)

Details

Language :
English
ISSN :
1879-0461
Volume :
154
Database :
MEDLINE
Journal :
Critical reviews in oncology/hematology
Publication Type :
Academic Journal
Accession number :
32805498
Full Text :
https://doi.org/10.1016/j.critrevonc.2020.103068