Radiomics: A Primer on Processing Workflow and Analysis.
Journal
Seminars in ultrasound, CT, and MR
ISSN: 1558-5034
Titre abrégé: Semin Ultrasound CT MR
Pays: United States
ID NLM: 8504689
Informations de publication
Date de publication:
Apr 2022
Apr 2022
Historique:
entrez:
27
3
2022
pubmed:
28
3
2022
medline:
1
4
2022
Statut:
ppublish
Résumé
Quantitative analysis of medical images can provide objective tools for diagnosis, prognostication, and disease monitoring. Radiomics refers to automated extraction of a large number of quantitative features from medical images for characterization of underlying pathologies. In this review, we will discuss the principles of radiomics, image preprocessing, feature extraction workflow, and statistical analysis. We will also address the limitations and future directions of radiomics.
Identifiants
pubmed: 35339254
pii: S0887-2171(22)00015-4
doi: 10.1053/j.sult.2022.02.003
pmc: PMC8961004
mid: NIHMS1786502
pii:
doi:
Types de publication
Journal Article
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
142-146Subventions
Organisme : Doris Duke Charitable Foundation
ID : 2020097
Pays : United States
Organisme : NINDS NIH HHS
ID : K23 NS118056
Pays : United States
Organisme : NHLBI NIH HHS
ID : T35 HL007649
Pays : United States
Informations de copyright
Copyright © 2022 Elsevier Inc. All rights reserved.
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