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The impact of radiomics in diagnosis and staging of pancreatic cancer

Authors :
Calogero Casà
Antonio Piras
Andrea D’Aviero
Francesco Preziosi
Silvia Mariani
Davide Cusumano
Angela Romano
Ivo Boskoski
Jacopo Lenkowicz
Nicola Dinapoli
Francesco Cellini
Maria Antonietta Gambacorta
Vincenzo Valentini
Gian Carlo Mattiucci
Luca Boldrini
Source :
Therapeutic Advances in Gastrointestinal Endoscopy, Vol 15 (2022)
Publication Year :
2022
Publisher :
SAGE Publishing, 2022.

Abstract

Introduction: Pancreatic cancer (PC) is one of the most aggressive tumours, and better risk stratification among patients is required to provide tailored treatment. The meaning of radiomics and texture analysis as predictive techniques are not already systematically assessed. The aim of this study is to assess the role of radiomics in PC. Methods: A PubMed/MEDLINE and Embase systematic review was conducted to assess the role of radiomics in PC. The search strategy was ‘radiomics [All Fields] AND (“pancreas” [MeSH Terms] OR “pancreas” [All Fields] OR “pancreatic” [All Fields])’ and only original articles referred to PC in humans in the English language were considered. Results: A total of 123 studies and 183 studies were obtained using the mentioned search strategy on PubMed and Embase, respectively. After the complete selection process, a total of 56 papers were considered eligible for the analysis of the results. Radiomics methods were applied in PC for assessment technical feasibility and reproducibility aspects analysis, risk stratification, biologic or genomic status prediction and treatment response prediction. Discussion: Radiomics seems to be a promising approach to evaluate PC from diagnosis to treatment response prediction. Further and larger studies are required to confirm the role and allowed to include radiomics parameter in a comprehensive decision support system.

Details

Language :
English
ISSN :
26317745
Volume :
15
Database :
Directory of Open Access Journals
Journal :
Therapeutic Advances in Gastrointestinal Endoscopy
Publication Type :
Academic Journal
Accession number :
edsdoj.7cd4c676bf4197baff8ad9741047d6
Document Type :
article
Full Text :
https://doi.org/10.1177/26317745221081596