Current Applications and Future Development of Magnetic Resonance Fingerprinting in Diagnosis, Characterization, and Response Monitoring in Cancer.
abdominal neoplasms
brain neoplasms
deep learning
image-guided
magnetic resonance imaging
multiparametric magnetic resonance imaging
prostatic neoplasms
radiotherapy
Journal
Cancers
ISSN: 2072-6694
Titre abrégé: Cancers (Basel)
Pays: Switzerland
ID NLM: 101526829
Informations de publication
Date de publication:
22 Sep 2021
22 Sep 2021
Historique:
received:
16
08
2021
revised:
08
09
2021
accepted:
16
09
2021
entrez:
13
10
2021
pubmed:
14
10
2021
medline:
14
10
2021
Statut:
epublish
Résumé
Magnetic resonance imaging (MRI) has enabled non-invasive cancer diagnosis, monitoring, and management in common clinical settings. However, inadequate quantitative analyses in MRI continue to limit its full potential and these often have an impact on clinicians' judgments. Magnetic resonance fingerprinting (MRF) has recently been introduced to acquire multiple quantitative parameters simultaneously in a reasonable timeframe. Initial retrospective studies have demonstrated the feasibility of using MRF for various cancer characterizations. Further trials with larger cohorts are still needed to explore the repeatability and reproducibility of the data acquired by MRF. At the moment, technical difficulties such as undesirable processing time or lack of motion robustness are limiting further implementations of MRF in clinical oncology. This review summarises the latest findings and technology developments for the use of MRF in cancer management and suggests possible future implications of MRF in characterizing tumour heterogeneity and response assessment.
Identifiants
pubmed: 34638229
pii: cancers13194742
doi: 10.3390/cancers13194742
pmc: PMC8507535
pii:
doi:
Types de publication
Journal Article
Review
Langues
eng
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