无线电技术
前列腺癌
医学
背景(考古学)
前列腺
临床实习
前列腺癌的治疗
放射治疗
癌症
医学物理学
肿瘤科
内科学
放射科
物理疗法
生物
古生物学
作者
Samuele Ghezzo,Carolina Bezzi,Luca Presotto,Paola Mapelli,Valentino Bettinardi,Annarita Savi,Ilaria Neri,Erik Preza,Ana Maria Samanes Gajate,Francesco De Cobelli,Paola Scifo
标识
DOI:10.1016/j.critrevonc.2021.103544
摘要
We present the current clinical applications of radiomics in the context of prostate cancer (PCa) management. Several online databases for original articles using a combination of the following keywords: "(radiomic or radiomics) AND (prostate cancer or prostate tumour or prostate tumor or prostate neoplasia)" have been searched. The selected papers have been pooled as focus on (i) PCa detection, (ii) assessing the clinical significance of PCa, (iii) biochemical recurrence prediction, (iv) radiation-therapy outcome prediction and treatment efficacy monitoring, (v) metastases detection, (vi) metastases prediction, (vii) prediction of extra-prostatic extension. Seventy-six studies were included for qualitative analyses. Classifiers powered with radiomic features were able to discriminate between healthy tissue and PCa and between low- and high-risk PCa. However, before radiomics can be proposed for clinical use its methods have to be standardized, and these first encouraging results need to be robustly replicated in large and independent cohorts.
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