| Artificial Intelligence in Treatment Planning and Delivery | Sunday - 7/25/2021 | ||
| Therapy Scientific Session | 10:30 AM - 11:30 AM | TRACK 6 | |
Moderator 1: Steve Jiang
Moderator 2: Kevin Moore
| Sunday 10:30 AM | SU-A-TRACK 6-1 : Curbing the Errors From Automated Tools Based On An FMEA of An AI-Based Treatment Planning System K. Nealon*, P. Balter, R. Douglas, D. Fullen, S. Hernandez, P. Nitsch, A. Olanrewaju, M. Soliman, L. Court | |
| Sunday 10:37 AM | SU-A-TRACK 6-2 : Generalizability Study of a Fluence Map Prediction Network L. Ma*, M. Chen, X. Gu, W. Lu | |
| Sunday 10:44 AM | SU-A-TRACK 6-3 : Inverse Treatment Planning Using a Virtual Treatment Planner (VTP) for Prostate Cancer Treated with Intensity Modulated Radiation Therapy D. Sprouts*, C. Shen, Y. Chi | |
| Sunday 10:51 AM | SU-A-TRACK 6-4 : Predicting Daily Record of Machine Performance Check Using Multi-Long Short-Term Memory Neural Networks M. Ma*, J. Dai | |
| Sunday 10:58 AM | SU-A-TRACK 6-5 : Towards Automatic Metastasis-Directed Therapy Planning in a Three-Dimensional Beam Model Using Reinforcement Learning W. Hrinivich*, M. Deek, R. Phillips, H. Li, P. Tran, J. Lee | |
| Sunday 11:05 AM | SU-A-TRACK 6-6 : Towards Interpretable Intelligent Automatic Treatment Planning in Radiotherapy: Understanding the Decision-Making Behaviors of a Hierarchical Deep Reinforcement Learning Based Virtual Treatment Planner Network C. Shen*, L. Chen, X. Jia | |
| Sunday 11:12 AM | SU-A-TRACK 6-7 : Treatment Parameters That Impact IROC SRS Phantom Performance Evaluated Using AI H. Mehrens*, T. Nguyen, S. Edward, S. Hartzell, M. Glenn, D. Branco, N. Hernandez, P. Alvarez, A. Molineu, P. Taylor, S. Kry |
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