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An Artificial Intelligence-Driven Agent for Real-Time Head-and-Neck IMRT Plan Generation using Conditional Generative Adversarial Network (cGAN)

Medical Physics(2020)10.1002/mp.14770Source: DataRank Database

An Artificial Intelligence-Driven Agent for Real-Time Head-and-Neck IMRT Plan Generation using Conditional Generative Adversarial Network (cGAN) is a research paper published in Medical Physics (2020). On theSindex it has a DataRank of 0. It has been cited 37 times.

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Open Access37 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)OA: greenTopics (30)IDs (PubMed, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (9)

Yang Sheng ORCID,Jiahan Zhang ORCID,Wentao Wang ORCID,Yin, Fang-Fang,Qiuwen Wu ORCID

Live enrichment

PubMed:33577108 OpenAlex:https://openalex.org/W3128886096

National Institutes of Health

Grant: R01CA201212

National Institutes of Health

Grant: 5R01CA201212-03

Developing knowledge models to enable rapid learning in radiation therapy

greenLicense: Wiley Online Library User Agreement

repositoryhttps://arxiv.org/pdf/2009.12898

repositoryhttp://arxiv.org/pdf/2009.12898.pdf

publisherhttps://onlinelibrary.wiley.com/doi/pdf/10.1002/mp.14770

publisherhttps://onlinelibrary.wiley.com/doi/full-xml/10.1002/mp.14770

publisherhttps://aapm.onlinelibrary.wiley.com/doi/pdf/10.1002/mp.14770

Fields of Study

Advanced Radiotherapy TechniquesRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and Treatment03 medical and health sciences0302 clinical medicine

MeSH Terms

Parotid GlandHumansRadiotherapy DosageRadiotherapy Planning, Computer-AssistedArtificial IntelligenceRadiotherapy, Intensity-Modulated

Keywords

Computer scienceArtificial intelligenceHead and neckDeep learningDiscriminatorMedicineTreatment PlanningIntensity-modulated Radiation TherapyHead-and-neck CancerConditional Generative Adversarial NetworkFluence Map PredictionRadiotherapy Planning, Computer-AssistedHumansParotid GlandFOS: Physical sciencesRadiotherapy DosageRadiotherapy, Intensity-ModulatedMedical Physics (physics.med-ph)Physics - Medical Physics

Sustainable Development Goals

SDG 0: Reduced inequalities