Phys Med Biol. 2021 Nov 22;66(23). doi: 10.1088/1361-6560/ac344d.
PMID:34710856
Brachytherapy outcome modeling in cervical cancer patients: A predictive machine learning study on patient-specific clinical, physical and dosimetric parameters.
Abdalvand N, Sadeghi M, Mahdavi SR, Abdollahi H, Qasempour Y, Mohammadian F, Birgani MJT, Hosseini K.
Brachytherapy. 2022 Nov-Dec;21(6):769-782. doi: 10.1016/j.brachy.2022.06.007. Epub 2022 Aug 3.
PMID:35933272
Multi-center analysis of machine-learning predicted dose parameters in brachytherapy for cervical cancer.
Reijtenbagh D, Godart J, de Leeuw A, Seppenwoolde Y, Jürgenliemk-Schulz I, Mens JW, Nout R, Hoogeman M.
Radiother Oncol. 2022 May;170:169-175. doi: 10.1016/j.radonc.2022.02.022. Epub 2022 Feb 24.
PMID:35219799
Brachytherapy Localization Radiographs with Conventional Diagnostic X-Ray Machine.
Ravichandran R, Barman B, Roy PD, Datta G, Kannan R.
J Med Phys. 2018 Jan-Mar;43(1):58-60. doi: 10.4103/jmp.JMP_97_17.
PMID:29628635
Prognosis Prediction of Uveal Melanoma After Plaque Brachytherapy Based on Ultrasound With Machine Learning.
Luo J, Chen Y, Yang Y, Zhang K, Liu Y, Zhao H, Dong L, Xu J, Li Y, Wei W.
Front Med (Lausanne). 2022 Jan 21;8:777142. doi: 10.3389/fmed.2021.777142. eCollection 2021.
PMID:35127747
On the use of machine learning methods for mPSD calibration in HDR brachytherapy.
Linares Rosales HM, Couture G, Archambault L, Beddar S, Després P, Beaulieu L.
Phys Med. 2021 Nov;91:73-79. doi: 10.1016/j.ejmp.2021.10.003. Epub 2021 Oct 27.
PMID:34717139
Conventional vs machine learning-based treatment planning in prostate brachytherapy: Results of a Phase I randomized controlled trial.
Nicolae A, Semple M, Lu L, Smith M, Chung H, Loblaw A, Morton G, Mendez LC, Tseng CL, Davidson M, Ravi A.