Improving breast cancer diagnostics with deep learning for MRI.
Journal
Science translational medicine
ISSN: 1946-6242
Titre abrégé: Sci Transl Med
Pays: United States
ID NLM: 101505086
Informations de publication
Date de publication:
28 Sep 2022
28 Sep 2022
Historique:
entrez:
28
9
2022
pubmed:
29
9
2022
medline:
1
10
2022
Statut:
ppublish
Résumé
Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) has a high sensitivity in detecting breast cancer but often leads to unnecessary biopsies and patient workup. We used a deep learning (DL) system to improve the overall accuracy of breast cancer diagnosis and personalize management of patients undergoing DCE-MRI. On the internal test set (
Identifiants
pubmed: 36170446
doi: 10.1126/scitranslmed.abo4802
pmc: PMC10323699
mid: NIHMS1905645
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
eabo4802Subventions
Organisme : NIBIB NIH HHS
ID : P41 EB017183
Pays : United States
Organisme : NCI NIH HHS
ID : R21 CA225175
Pays : United States
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