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Clinical evaluation of atlas and deep learning based automatic contouring for lung cancer

Radiotherapy and Oncology · 2017 · Vol. 126(2) · pp. 312–317
Tim LustbergJohan van SoestMark J. GoodingDevis PeressuttiPaul AljabarJ. van der StoepWouter van ElmptAndré Dekker
Advanced Radiotherapy TechniquesLung Cancer Diagnosis and TreatmentMedical Imaging Techniques and ApplicationsContouringMedicineAtlas (anatomy)Lung cancerRadiation therapyNuclear medicineRadiologyComputer scienceAnatomyPathology

MeSH terms

Machine LearningCarcinoma, Non-Small-Cell LungEsophagusHeartHumansLungLung NeoplasmsMediastinumNeoplasm StagingRadiotherapy Planning, Computer-AssistedSoftwareSpinal CordTomography, X-Ray ComputedOrgans at Risk

Funding

  • Eurostars
Citations
361
FWCI
37.03
field-weighted impact
References
27
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100%
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Cited by
Machine and deep learning methods for radiomics
Medical Physics · 2020 · 567 citations
References
Deep learning
Nature · 2015 · 79,164 citations
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Clinical evaluation of atlas and deep learning based automatic contouring for lung cancer · Scinovex