Current status and future perspectives of radiomics in hepatocellular carcinoma
作者机构：Department of RadiologyUniversity of Sao PauloSao Paulo 05403-010Brazil Department of RadiologyMemorial Sloan-Kettering Cancer CenterNew YorkNY 10065United States Department of GastroenterologyUniversity of Sao PauloSao Paulo 05403-000Brazil Department of RadiologyHospital Sirio-LibanesSao Paulo 01308-050Brazil Department of SurgeryMemorial Sloan-Kettering Cancer CenterNew YorkNY 10065United States Department of RadiologyUniversity of Sao PauloSao Paulo 05403-000Brazil
出 版 物：《World Journal of Gastroenterology》 (世界胃肠病学杂志（英文版）)
年 卷 期：2023年第29卷第1期
页 面：43-60页
核心收录：
学科分类：1002[医学-临床医学] 100214[医学-肿瘤学] 10[医学]
基 金：the NIH/NCI Cancer Center Support Grant P30 CA008748
主 题：Radiomics Hepatocellular carcinoma Texture analysis Radiology
摘 要：Given the frequent co-existence of an aggressive tumor and underlying chronic liver disease,the management of hepatocellular carcinoma(HCC)patients requires experienced multidisciplinary team ***,imaging plays a key role in the diagnosis,staging,restaging,and surveillance of ***,imaging assessment of HCC entails the assessment of qualitative characteristics which are prone to inter-reader *** is an emerging field that extracts high-dimensional mineable quantitative features that cannot be assessed visually with the naked eye from medical *** main potential applications of radiomic models in HCC are to predict histology,response to treatment,genetic signature,recurrence,and *** the encouraging results to date,there are challenges and limitations that need to be overcome before radiomics implementation in clinical *** purpose of this article is to review the main concepts and challenges pertaining to radiomics,and to review recent studies and potential applications of radiomics in HCC.
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