Radiogenomics in Colorectal Cancer.
deep learning
genomics
machine learning
oncologic imaging
radiogenomics
Journal
Cancers
ISSN: 2072-6694
Titre abrégé: Cancers (Basel)
Pays: Switzerland
ID NLM: 101526829
Informations de publication
Date de publication:
26 Feb 2021
26 Feb 2021
Historique:
received:
16
01
2021
revised:
07
02
2021
accepted:
20
02
2021
entrez:
3
3
2021
pubmed:
4
3
2021
medline:
4
3
2021
Statut:
epublish
Résumé
The steady improvement of high-throughput technologies greatly facilitates the implementation of personalized precision medicine. Characterization of tumor heterogeneity through image-derived features-radiomics and genetic profile modifications-genomics, is a rapidly evolving field known as radiogenomics. Various radiogenomics studies have been dedicated to colorectal cancer so far, highlighting the potential of these approaches to enhance clinical decision-making. In this review, a general outline of colorectal radiogenomics literature is provided, discussing the current limitations and suggested further developments.
Identifiants
pubmed: 33652647
pii: cancers13050973
doi: 10.3390/cancers13050973
pmc: PMC7956421
pii:
doi:
Types de publication
Journal Article
Review
Langues
eng
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