Research Progress of Magnetic Resonance Imaging-based Radiomics in Prostate Cancer.
10.3881/j.issn.1000-503X.14075
- Author:
Jia-Hui ZHANG
1
;
Li-Li XU
1
;
Gu-Muyang ZHANG
1
;
Hao SUN
1
;
Zheng-Yu JIN
1
Author Information
1. Department of Radiology,PUMC Hospital,CAMS and PUMC,Beijing 100730,China.
- Publication Type:Review
- Keywords:
magnetic resonance imaging;
prostate cancer;
radiomics
- MeSH:
Humans;
Magnetic Resonance Imaging/methods*;
Male;
Prognosis;
Prostatic Neoplasms/pathology*
- From:
Acta Academiae Medicinae Sinicae
2022;44(1):123-129
- CountryChina
- Language:Chinese
-
Abstract:
Radiomics can extract high-throughput and quantitative image features from medical images and mine the information related to the pathophysiology of tumors,which can help clinical decision-making and improve the diagnostic and predictive performance.Radiomics has been widely used in the study of prostate cancer (PCa),demonstrating application values in the diagnosis and differential diagnosis,pathology classification,invasion assessment,efficacy prediction,and prognosis analysis of PCa.Here we reviewed the recent research progress of magnetic resonance imaging-based radiomics in PCa.
