Cargando…

Radiomics in prostate cancer: an up-to-date review

Prostate cancer (PCa) is the most common worldwide diagnosed malignancy in male population. The diagnosis, the identification of aggressive disease, and the post-treatment follow-up needs a more comprehensive and holistic approach. Radiomics is the extraction and interpretation of images phenotypes...

Descripción completa

Detalles Bibliográficos
Autores principales: Ferro, Matteo, de Cobelli, Ottavio, Musi, Gennaro, del Giudice, Francesco, Carrieri, Giuseppe, Busetto, Gian Maria, Falagario, Ugo Giovanni, Sciarra, Alessandro, Maggi, Martina, Crocetto, Felice, Barone, Biagio, Caputo, Vincenzo Francesco, Marchioni, Michele, Lucarelli, Giuseppe, Imbimbo, Ciro, Mistretta, Francesco Alessandro, Luzzago, Stefano, Vartolomei, Mihai Dorin, Cormio, Luigi, Autorino, Riccardo, Tătaru, Octavian Sabin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9260602/
https://www.ncbi.nlm.nih.gov/pubmed/35814914
http://dx.doi.org/10.1177/17562872221109020
Descripción
Sumario:Prostate cancer (PCa) is the most common worldwide diagnosed malignancy in male population. The diagnosis, the identification of aggressive disease, and the post-treatment follow-up needs a more comprehensive and holistic approach. Radiomics is the extraction and interpretation of images phenotypes in a quantitative manner. Radiomics may give an advantage through advancements in imaging modalities and through the potential power of artificial intelligence techniques by translating those features into clinical outcome prediction. This article gives an overview on the current evidence of methodology and reviews the available literature on radiomics in PCa patients, highlighting its potential for personalized treatment and future applications.