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Deep Learning–Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans

Practical Radiation Oncology(2023)10.1016/j.prro.2022.12.003Source: DataRank Database

Deep Learning–Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans is a research paper published in Practical Radiation Oncology (2023). On theSindex it has a DataRank of 0. It has been cited 55 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access55 citations

Cite:

Linked data & code

Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans · arXiv

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (57 grants)Impact (FWCI 13.71)OA: hybridTopics (49)Linked Datasets (1)DataCite Reuse (1)IDs (PubMed, PMC, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (2/2)

Has DOI
Indexed in repositories

Accessible (1/2)

Open Access

Interoperable (2/2)

DataCite relations
Linked datasets

Reusable (0/3)

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Authors (23)

Beth M. Beadle ORCID,Adam S. Garden ORCID,Heath D. Skinner ORCID,Skylar Gay ORCID,Tucker Netherton ORCID

Live enrichment

PubMed:36697347 PMC:PMC11232032 OpenAlex:https://openalex.org/W4318164909

Patient-Centered Outcomes Research Institute

Grant: PCS-1609-36195

National Center for Advancing Translational Sciences

Grant: UL1TR003167

National Center for Advancing Translational Sciences

Grant: TL1TR003169

National Institute of Dental and Craniofacial Research

Grant: R01DE028290

National Institute of Dental and Craniofacial Research

Grant: 1R01DE025248/R56DE025248

National Institute of Dental and Craniofacial Research

Grant: 1R01CA218148

National Institute of Dental and Craniofacial Research

Grant: R01CA258827

National Institute of Dental and Craniofacial Research

Grant: P50CA097007

National Institute of Dental and Craniofacial Research

Grant: 1R01CA214825

National Institute of Dental and Craniofacial Research

Grant: R21DE031082

National Institute of Dental and Craniofacial Research

Grant: P30CA016672

American Society of Clinical Oncology

Grant: 16/631,662

American Society of Clinical Oncology

Grant: PCT/US2018/042364

American Society of Clinical Oncology

Grant: MDA04-056

American Society of Clinical Oncology

Grant: 1842494

Graduate Research Fellowship Program(GRFP)

American Society of Clinical Oncology

Grant: CCSG P30CA016672

American Society of Clinical Oncology

Grant: T32CA096520

Division of Civil, Mechanical and Manufacturing Innovation

Grant: R01CA257814

Division of Civil, Mechanical and Manufacturing Innovation

Grant: NSF 1933369

NIH HHS

Grant: OT2 OD026675

NCI NIH HHS

Grant: R01 CA218148

NCI NIH HHS

Grant: P30 CA047904

NIBIB NIH HHS

Grant: R25 EB025787

NCI NIH HHS

Grant: R01 CA214825

NCI NIH HHS

Grant: R43 CA254559

NIDCR NIH HHS

Grant: R56 DE025248

NIDCR NIH HHS

Grant: R01 DE025248

National Institutes of Health

Grant: 5P50CA097007-07

CA: Administrative Core

National Institutes of Health

Grant: 5R01DE025248-04

Using Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) to Establish Objective Clinical Outcome Measures for Mandibular Osteoradionecrosis

National Institutes of Health

Grant: 5R01CA214825-03

SMART-ACT: Spatial Methodologic Approaches for Risk Assessment and Therapeutic Adaptation in Cancer Treatment

National Institutes of Health

Grant: 3UL1TR003167-02S4

Center for Clinical and Translational Sciences (CCTS)

Wellcome Trust

Grant: unidentified

unidentified

National Institutes of Health

Grant: 1OT2OD026675-01

Flexible Hybrid Cloud Infrastructure for Seamless Management of HuBMAP Resources

National Institutes of Health

Grant: 1R25EB025787-01

Fellow and Resident Radiation Oncology iNtensive Training in Imaging and Informatics to Empower Research Careers (FRONTI2ER)

National Institutes of Health

Grant: 3P30CA016672-41S4

Cancer Center Support (CORE) Grant

National Institutes of Health

Grant: 5R01CA218148-02

imaging Radiation-Associated Dysphagia (iRAD)

National Institutes of Health

Grant: 5TL1TR003169-02

NRSA Training Core

National Institutes of Health

Grant: 3R01CA258827-02S1

Longitudinal Spatial-Nonspatial Decision Support for Competing Outcomes in Head and Neck Cancer Therapy

National Institutes of Health

Grant: 5R01CA257814-02

SCH: Personalized Rescheduling of Adaptive Radiation Therapy for Head & Neck Cancer

National Institutes of Health

Grant: 5R21DE031082-02

Radiation-specific Automated Dental Dose Distributions via Machine-learning based Mapping for Accurate Predictions of (Peri)odontal Problems (RADMAP)

National Science Foundation

Grant: 1557679

QuBBD: Collaborative Research: SMART -- Spatial-Nonspatial Multidimensional Adaptive Radiotherapy Treatment

National Institutes of Health

Grant: 1R43CA254559-01A1

A System for Xerostomia Risk Classification after Head & Neck Cancer Radiotherapy

National Institutes of Health

Grant: 5T32CA096520-03

Training Program in Biostatistics for Cancer Research

National Institutes of Health

Grant: 3R01DE028290-02S1

Development of functional magnetic resonance imaging-guided adaptive radiotherapy for head and neck cancer patients using novel MR-Linac device

American Association of Physicists in Medicine

Elekta

National Institutes of Health

Yale Cancer Center

American Society for Radiation Oncology

Varian Medical Systems

Radiological Society of North America

Division of Mathematical Sciences

University of Alabama at Birmingham

Cancer Prevention and Research Institute of Texas

National Cancer Institute

Wellcome Trust

Wellcome Trust

FWCI

13.71

Citation Percentile

1.0%

Citation Trend

2023

2024

2025

2026

hybridLicense: cc-by-nc-nd

journalhttp://www.practicalradonc.org/article/S1879850022003885/pdf

publisherhttp://www.practicalradonc.org/article/S1879850022003885/pdf

publisherhttps://api.elsevier.com/content/article/PII:S1879850022003885?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S1879850022003885?httpAccept=text/plain

journalhttps://doi.org/10.1016/j.prro.2022.12.003

Fields of Study

Advanced Radiotherapy TechniquesHead and Neck Cancer StudiesRadiomics and Machine Learning in Medical Imaging03 medical and health sciences0302 clinical medicineHumansRadiotherapy DosageDeep LearningRadiotherapy Planning, Computer-AssistedOrgans at RiskRadiotherapy, Intensity-Modulated

MeSH Terms

Deep LearningHumansRadiotherapy DosageRadiotherapy Planning, Computer-AssistedRadiotherapy, Intensity-ModulatedOrgans at Risk

Keywords

MedicineQuality assuranceNuclear medicineHead and neckRadiation treatment planningRadiation oncologistMedical physicsRadiation therapyRadiologySurgeryOrgans at RiskMedical SciencesRadiotherapyRadiation MedicineBioinformaticsRadiotherapy Planning, Computer-AssistedRadiotherapy Planning610FOS: Physical sciencesRadiotherapy DosagePhysics - Medical PhysicsArticleBiomedical InformaticsComputer-AssistedDeep LearningOncologyIntensity-ModulatedMedical SpecialtiesMedicine and Health SciencesHumansRadiotherapy, Intensity-ModulatedMedical Physics (physics.med-ph)

Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans

10.48550/arxiv.2209.14277arXiv