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Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT

Nature Communications(2021)10.1038/s41467-021-22018-1Source: DataRank Database

Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT is a research paper published in Nature Communications (2021). On theSindex it has a DataRank of 0. It has been cited 40 times.

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Enrichment:Funding (3 grants)OA: goldTopics (27)IDs (PubMed, PMC)Annotations (1)

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Authors (8)

Geoffrey Angus,Bhavik N. Patel ORCID,Anuj Pareek ORCID,Guido Davidzon ORCID,Long Jin ORCID

Live enrichment

PubMed:33767174 PMC:PMC7994797

U.S. Department of Health & Human Services | NIH | U.S. National Library of Medicine

Grant: R01LM012966

National Institutes of Health

Grant: 1R01LM012966-01

Deep Learning for Pulmonary Embolism Imaging Decision Support: A Multi-institutional Collaboration

General Electric

goldLicense: cc-by

publisherhttps://www.nature.com/articles/s41467-021-22018-1.pdf

publisherhttps://www.nature.com/articles/s41467-021-22018-1

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/7994797

repositoryhttps://doaj.org/article/a1223497f5fb42e59a1b4db5fc7d7eff

Europe_PMChttps://europepmc.org/articles/PMC7994797

Fields of Study

02 engineering and technology03 medical and health sciences0302 clinical medicine0202 electrical engineering, electronic engineering, information engineering

MeSH Terms

HumansFluorodeoxyglucose F18Image Interpretation, Computer-AssistedNatural Language ProcessingDecision Support Systems, ClinicalWhole Body ImagingDatasets as TopicMachine LearningPositron Emission Tomography Computed TomographyMultitasking Behavior

Keywords

ScienceQDatasets as TopicMultitasking BehaviorDecision Support Systems, ClinicalArticleMachine LearningFluorodeoxyglucose F18Positron Emission Tomography Computed TomographyImage Interpretation, Computer-AssistedHumansWhole Body ImagingNatural Language Processing

Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT

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Authors (8)

Funding (3 grants)

Open Access

Topics

Annotations (Europe PMC)