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Overview of radiomics in prostate imaging and future directions

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Title
Overview of radiomics in prostate imaging and future directions
Author(s)
Hwan-Ho Cho; CHAN KYO KIM; HYUNJIN PARK
Publication Date
2022-03
Journal
The British journal of radiology, v.95, no.1131
Publisher
NLM (Medline)
Abstract
Recent advancements in imaging technology and analysis methods have led to an analytic framework known as radiomics. This framework extracts comprehensive high-dimensional features from imaging data and performs data mining to build analytical models for improved decision-support. Its features include many categories spanning texture and shape; thus, it can provide abundant information for precision medicine. Many studies of prostate radiomics have shown promising results in the assessment of pathological features, prediction of treatment response, and stratification of risk groups. Herein, we aimed to provide a general overview of radiomics procedures, discuss technical issues, explain various clinical applications, and suggest future research directions, especially for prostate imaging.
URI
https://pr.ibs.re.kr/handle/8788114/11256
DOI
10.1259/bjr.20210539
ISSN
0007-1285
Appears in Collections:
Center for Neuroscience Imaging Research (뇌과학 이미징 연구단) > 1. Journal Papers (저널논문)
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