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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...

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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
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author 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
author_facet 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
author_sort Ferro, Matteo
collection PubMed
description 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.
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spelling pubmed-92606022022-07-08 Radiomics in prostate cancer: an up-to-date review 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 Ther Adv Urol 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 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. SAGE Publications 2022-07-04 /pmc/articles/PMC9260602/ /pubmed/35814914 http://dx.doi.org/10.1177/17562872221109020 Text en © The Author(s), 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Review
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
Radiomics in prostate cancer: an up-to-date review
title Radiomics in prostate cancer: an up-to-date review
title_full Radiomics in prostate cancer: an up-to-date review
title_fullStr Radiomics in prostate cancer: an up-to-date review
title_full_unstemmed Radiomics in prostate cancer: an up-to-date review
title_short Radiomics in prostate cancer: an up-to-date review
title_sort radiomics in prostate cancer: an up-to-date review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9260602/
https://www.ncbi.nlm.nih.gov/pubmed/35814914
http://dx.doi.org/10.1177/17562872221109020
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