Prospective validation of a machine learning model for applicator and hybrid interstitial needle selection in high-dose-rate (HDR) cervical brachytherapy.

Autor: Stenhouse K; Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada; Department of Medical Physics, Tom Baker Cancer Centre, Calgary, Alberta, Canada. Electronic address: kjstenho@ucalgary.ca., Roumeliotis M; Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada; Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University, Baltimore, MD. Electronic address: mroumel1@jhu.edu., Ciunkiewicz P; Department of Biomedical Engineering, University of Calgary, Calgary, Alberta, Canada., Martell K; Department of Oncology, University of Calgary, Calgary, Alberta, Canada., Quirk S; Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada; Department of Radiation Oncology, Brigham and Women's Hospital, Boston, MA., Banerjee R; Department of Oncology, University of Calgary, Calgary, Alberta, Canada., Doll C; Department of Oncology, University of Calgary, Calgary, Alberta, Canada., Phan T; Department of Oncology, University of Calgary, Calgary, Alberta, Canada., Yanushkevich S; Department of Electrical and Computer Engineering, University of Calgary, Calgary, Alberta, Canada., McGeachy P; Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada; Department of Medical Physics, Tom Baker Cancer Centre, Calgary, Alberta, Canada; Department of Oncology, University of Calgary, Calgary, Alberta, Canada.

Publikováno v: Brachytherapy [Brachytherapy] 2024 May-Jun; Vol. 23 (3), pp. 368-376. Date of Electronic Publication: 2024 Mar 26.

Prospective Application of an Artificial Intelligence Decision Support Tool for Applicator and Needle Selection in High-Dose-Rate Brachytherapy for Cervical Cancer Patients

Autor: Stenhouse, K., McGeachy, P., Martell, K., Banerjee, R.N., Phan, T., Doll, C.M., Ciunkiewicz, P., Yanushkevich, S., Quirk, S., Roumeliotis, M.B.

Publikováno v: In International Journal of Radiation Oncology, Biology, Physics 1 October 2023 117(2) Supplement:e540-e541

Corrigendum: Development of a Machine Learning Model for Optimal Applicator Selection in High-Dose-Rate Cervical Brachytherapy.

Autor: Stenhouse K; Department of Physics and Astronomy, University of Calgary, Calgary, AB, Canada.; Department of Medical Physics, Tom Baker Cancer Centre, Calgary, AB, Canada., Roumeliotis M; Department of Physics and Astronomy, University of Calgary, Calgary, AB, Canada.; Department of Medical Physics, Tom Baker Cancer Centre, Calgary, AB, Canada.; Department of Oncology, University of Calgary, Calgary, AB, Canada., Ciunkiewicz P; Department of Biomedical Engineering, University of Calgary, Calgary, AB, Canada., Banerjee R; Department of Oncology, University of Calgary, Calgary, AB, Canada.; Department of Radiation Oncology, Tom Baker Cancer Centre, Calgary, AB, Canada., Yanushkevich S; Department of Electrical and Computer Engineering, University of Calgary, Calgary, AB, Canada., McGeachy P; Department of Physics and Astronomy, University of Calgary, Calgary, AB, Canada.; Department of Medical Physics, Tom Baker Cancer Centre, Calgary, AB, Canada.; Department of Oncology, University of Calgary, Calgary, AB, Canada.

Publikováno v: Frontiers in oncology [Front Oncol] 2021 Jul 06; Vol. 11, pp. 730375. Date of Electronic Publication: 2021 Jul 06 (Print Publication: 2021).

Development of a Machine Learning Model for Optimal Applicator Selection in High-Dose-Rate Cervical Brachytherapy.

Autor: Stenhouse K; Department of Physics and Astronomy, University of Calgary, Calgary, AB, Canada.; Department of Medical Physics, Tom Baker Cancer Centre, Calgary, AB, Canada., Roumeliotis M; Department of Physics and Astronomy, University of Calgary, Calgary, AB, Canada.; Department of Medical Physics, Tom Baker Cancer Centre, Calgary, AB, Canada.; Department of Oncology, University of Calgary, Calgary, AB, Canada., Ciunkiewicz P; Department of Radiation Oncology, Tom Baker Cancer Centre, Calgary, AB, Canada., Banerjee R; Department of Oncology, University of Calgary, Calgary, AB, Canada.; Department of Radiation Oncology, Tom Baker Cancer Centre, Calgary, AB, Canada., Yanushkevich S; Department of Electrical and Computer Engineering, University of Calgary, Calgary, AB, Canada., McGeachy P; Department of Physics and Astronomy, University of Calgary, Calgary, AB, Canada.; Department of Medical Physics, Tom Baker Cancer Centre, Calgary, AB, Canada.; Department of Oncology, University of Calgary, Calgary, AB, Canada.

Publikováno v: Frontiers in oncology [Front Oncol] 2021 Mar 05; Vol. 11, pp. 611437. Date of Electronic Publication: 2021 Mar 05 (Print Publication: 2021).

Editorial: Prospective utilization and clinical applications of artificial intelligence and data-driven automation for radiotherapy.

Autor: Roumeliotis, Michael, Xun Jia, Kim, Ellen, Quirk, Sarah

Publikováno v: Frontiers in Oncology; 2024, p1-2, 2p