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Taxonomy: TH- Brachytherapy: Treatment planning using machine learning/automation
| PO-GePV-T-55 | Integrated Optimization of Needle Path and Dwell Time for Individual Template Guided Interstitial Brachytherapy Y Wang1, B Liu1,2*, H Sun3, F Zhou1,2 (1)Image Processing Center, Beihang University, Beijing, CN (2) Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, CN (3) Department of Radiation Oncology, Peking University Third Hospital, Beijing, CN |
| SU-H300-IePD-F4-1 | Sub-Second D(M,M) Calculation for LDR Prostate Brachytherapy Using Deep Learning Methods Francisco Berumen-Murillo1,2*, Shirin Abbasinejad Enger3,4, Luc Beaulieu1,2, (1) Departement de physique, genie physique et optique et Centre de recherche sur le cancer, Universite Laval, Quebec, QC, CA, (2) CHU De Quebec - Universite Laval, Quebec, QC, CA, (3) Medical Physics Unit, Department of Oncology, McGill University, Montreal, QC, CA, (4) Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, CA |
| SU-H300-IePD-F7-3 | An Automatic Needle and Seed Planning Algorithm for Head and Neck Seed Implant Brachytherapy Z Xiao1,F Zhou1,2, B Liu1,2*, Z Ji3, H Sun3, Y Jiang3, J Wang3, Q Wu4, (1) Image Processing Center, Beihang University, Beijing, CN (2) Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, CN (3) Department of Radiation Oncology, Peking University Third Hospital, Beijing, CN (4) Duke University Medical Center, Durham, NC |
| SU-H330-IePD-F7-5 | Clinical Outcome-Driven Intelligent Automatic Treatment Planning of High-Dose-Rate Brachytherapy for Cervical Cancer E Wang, C Shen*, Y Gonzalez, X Jia, The University of Texas Southwestern Medical Center, Dallas, TX |
| SU-H400-IePD-F7-2 | Systematic Review On the Use of Artificial Intelligence in Brachytherapy J Theeler1, Y Kim2*, University Of Iowa, (1) Biomedical Engineering Department,(2) Radiation Oncology Department, Iowa City, Iowa, USA |
| SU-H400-IePD-F7-4 | Bayesian Optimization in Treatment Planning of High Dose Rate Brachytherapy H Jafarzadeh1*, X Mao 2, S Abbasinejad Enger1,3, (1) Medical Physics Unit, McGill University, Montreal, QC, CA (2) Mila - Quebec AI Institute, University of Montreal, Montreal, QC, CA (3) Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, CA |
| TU-I345-IePD-F2-4 | Deep-Learning Based Automated Contouring, Dose-Prediction, and Planning in High-Dose-Rate Prostate Brachytherapy C V Guthier1,2*, T C Harris1, D A O'Farrell3, S A Friesen4, M T King5, I M Buzurovic6, R A Cormack7, (1) Department of Radiation Oncology, Brigham and Womens Hospital/Dana-Farber Cancer Institute and Harvard Medical School, Boston MA (2) Artificial Intelligence in Medicine (AIM) Program at Harvard-MGB |