ArticlePhysics in medicine and biology2022
OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines.
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Article in Physics in medicine and biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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12citing papers in PubMed
–field-weighted citation impact
What it found
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Who cites it
12 citing papers in PubMed.
- Gamma knife knowledge-based planning with isocenter selection.Medical physics · 2026Article
- Federated learning-driven intelligent framework for multi-center radiotherapy dose distribution prediction oriented toward linear accelerators.Scientific reports · 2026Article
- A multi-institutional dummy run on segmentation variability and plan quality of stereotactic body radiotherapy for oligometastatic disease.Physics and imaging in radiation oncology · 2025Article
- A multi-centre evaluation of deep learning based radiotherapy planning for left-sided node-negative breast cancer.Physics and imaging in radiation oncology · 2025Article
- Ultra-fast, one-click radiotherapy treatment planning outside a treatment planning system.Physics and imaging in radiation oncology · 2025Article
- Knowledge-based planning, multicriteria optimization, and plan scorecards: A winning combination.Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology · 2025Article
- Automatic Treatment Planning for Radiation Therapy: A Cross-Modality and Protocol Study.Advances in radiation oncology · 2024Article
- Automated plan generation for prostate radiotherapy patients using deep learning and scripted optimization.Physics and imaging in radiation oncology · 2024Article
- A comparative study of deep learning-based knowledge-based planning methods for 3D dose distribution prediction of head and neck.Journal of applied clinical medical physics · 2023Article
- Clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy CT for neuro-oncological patients.The British journal of radiology · 2023Article
- Automated VMAT treatment planning using sequential convex programming: algorithm development and clinical implementation.Physics in medicine and biology · 2023Article
- Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans.Practical radiation oncologyArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
59 authors.
Aaron BabierDepartment of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.ORCID 0000-0002-5949-2500
Rafid MahmoodDepartment of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.ORCID 0000-0003-1933-066X
Binghao ZhangDepartment of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.ORCID 0000-0001-5790-7875
Victor G L AlvesDepartment of Radiation Oncology, University of Virginia Health System, Charlottesville, VA, United States of America.ORCID 0000-0001-7982-2039
Ana Maria Barragán-MonteroDepartment of Molecular Imaging Radiation Oncology, UCLouvain, Louvain-la-Neuve, Belgium.ORCID 0000-0002-9485-3076
Joel BeaudryDepartment of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States of America.ORCID 0000-0002-8973-5139
Carlos E CardenasDepartment of Radiation Oncology, The University of Alabama at Birmingham, Birmingham, AL, United States of America.ORCID 0000-0003-1414-3849
Yankui ChangDepartment of Engineering and Applied Physics, University of Science and Technology of China, Hefei, People's Republic of China.
Zijie ChenShenying Medical Technology Co., Ltd., Shenzhen, Guangdong, People's Republic of China.
Jaehee ChunDepartment of Radiation Oncology, Yonsei University College of Medicine, Seoul, Republic of Korea.ORCID 0000-0002-9695-6079
Kelly DiazDepartment of Physics, National University of Colombia, Medellín, Colombia.
Harold David ErasoDepartment of Physics, National University of Colombia, Medellín, Colombia.
Erik FaustmannAtominstitut, Vienna University of Technology, Vienna, Austria.
Sibaji GajDepartment of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, United States of America.ORCID 0000-0002-6997-5717
Skylar GayDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America.ORCID 0000-0003-4659-0766
Mary GronbergDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America.ORCID 0000-0002-0121-9579
Bingqi GuoDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH, United States of America.ORCID 0000-0003-1017-5237
Junjun HeDepartment of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China.ORCID 0000-0002-1813-1784
Gerd HeilemannDepartment of Radiation Oncology, Medical University of Vienna, Vienna, Austria.ORCID 0000-0002-7461-3956
Sanchit HiraDepartment of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America.
Yuliang HuangDepartment of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, People's Republic of China.
Fuxin JiDepartment of Electrical Engineering and Automation, Anhui University, Hefei, People's Republic of China.
Dashan JiangDepartment of Electrical Engineering and Automation, Anhui University, Hefei, People's Republic of China.
Jean Carlo Jimenez GiraldoDepartment of Physics, National University of Colombia, Medellín, Colombia.
Hoyeon LeeDepartment of Radiation Oncology, Massachusetts General Hospital, Boston, MA, United States of America.ORCID 0000-0002-1165-1509
Jun LianDepartment of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America.ORCID 0000-0002-2041-9074
Shuolin LiuDepartment of Electrical Engineering and Automation, Anhui University, Hefei, People's Republic of China.
Keng-Chi LiuDepartment of Medical Imaging, Taiwan AI Labs, Taipei, Taiwan.ORCID 0000-0003-0415-6398
José MarrugoDepartment of Physics, National University of Colombia, Medellín, Colombia.ORCID 0000-0002-9226-6505
Kentaro MikiDepartment Of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Kunio NakamuraDepartment of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, United States of America.ORCID 0000-0002-7833-8138
Tucker NethertonDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America.ORCID 0000-0003-1583-7121
Dan NguyenMedical Artificial Intelligence and Automation (MAIA) Laboratory, Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America.ORCID 0000-0002-9590-0655
Hamidreza NourzadehDepartment of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, United States of America.ORCID 0000-0002-1686-4466
Alexander F I OsmanDepartment of Medical Physics, Al-Neelain University, Khartoum, Sudan.ORCID 0000-0002-1286-475X
Zhao PengDepartment of Engineering and Applied Physics, University of Science and Technology of China, Hefei, People's Republic of China.
José Darío Quinto MuñozDepartment of Physics, National University of Colombia, Medellín, Colombia.
Christian RamslAtominstitut, Vienna University of Technology, Vienna, Austria.
Dong Joo RheeDepartment of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America.ORCID 0000-0003-0486-1556
Juan David RodriguezDepartment of Physics, National University of Colombia, Medellín, Colombia.
Hongming ShanInstitute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, People's Republic of China.ORCID 0000-0002-0604-3197
Jeffrey V SiebersDepartment of Radiation Oncology, University of Virginia Health System, Charlottesville, VA, United States of America.ORCID 0000-0002-9949-2863
Mumtaz H SoomroDepartment of Radiation Oncology, University of Virginia Health System, Charlottesville, VA, United States of America.ORCID 0000-0001-5354-7518
Kay SunStudio Vodels, Atlanta, GA, United States of America.ORCID 0000-0001-5136-5913
Andrés Usuga HoyosDepartment of Physics, National University of Colombia, Medellín, Colombia.
Carlos ValderramaDepartment of Physics, National University of Colombia, Medellín, Colombia.
Rob VerbeekDepartment Computer Science, Aalto University, Espoo, Finland.
Enpei WangShenying Medical Technology Co., Ltd., Shenzhen, Guangdong, People's Republic of China.
Siri WillemsDepartment of Electrical Engineering, KULeuven, Leuven, Belgium.ORCID 0000-0002-4269-1976
Qi WuDepartment of Electrical Engineering and Automation, Anhui University, Hefei, People's Republic of China.
Xuanang XuDepartment of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY, United States of America.ORCID 0000-0002-6045-8457
Sen YangTencent AI Lab, Shenzhen, Guangdong, People's Republic of China.ORCID 0000-0002-0639-4122
Lulin YuanDepartment of Radiation Oncology, Virginia Commonwealth University Medical Center, Richmond, VA, United States of America.ORCID 0000-0002-5085-419X
Simeng ZhuDepartment of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States of America.ORCID 0000-0003-0850-6690
Lukas ZimmermannFaculty of Health, University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria.ORCID 0000-0003-0099-2276
Kevin L MooreDepartment of Radiation Oncology, University of California, San Diego, La Jolla, CA, United States of America.
Thomas G PurdieRadiation Medicine Program, UHN Princess Margaret Cancer Centre, Toronto, ON, Canada.ORCID 0000-0003-4176-8457
Andrea L McNivenRadiation Medicine Program, UHN Princess Margaret Cancer Centre, Toronto, ON, Canada.ORCID 0000-0002-8775-9575
Timothy C Y ChanDepartment of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.ORCID 0000-0002-4128-1692
Funding
X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4MComprehensive analysis and mitigation of the clinical effects of delineation and geometric uncertainties in conformal radiation therapyR01CA222216 · NCI · UNIVERSITY OF VIRGINIA · PI SIEBERS, JEFFREY VINCENT · 2018 to 2023
$1.6MNCI NIH HHS P30 CA008748NCI NIH HHS R01 CA222216
Abstract
PubMed holds no abstract for this paper.
Indexed as
Radiotherapy, Intensity-ModulatedRadiotherapy Planning, Computer-AssistedHumansKnowledge BasesRadiotherapy DosageReproducibility of Resultsautomated planninginverse optimizationinverse problemknowledge-based planningopen dataoptimizationradiotherapy
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