Encrypted | Login

2021 AAPM Virtual 63rd Annual Meeting - Session: Artificial Intelligence in Treatment Planning and Delivery


This video is currently visible only to AAPM Members, Affiliates and Developing Country Educational Associates. Embargo periods are typically one year from the date the presentation was first published.


Towards Automatic Metastasis-Directed Therapy Planning in a Three-Dimensional Beam Model Using Reinforcement Learning
William Hrinivich, PhD Johns Hopkins University School of Medicine
whriniv1@jhmi.edu


When you have finished the video, you may watch again, browse/search all videos, go back to the previous page, or watch another video in this session (see below). add this video to a playlist.



All videos in this session:
Curbing the Errors From Automated Tools Based On An FMEA of An AI-Based Treatment Planning System - Kelly Nealon, MS The University Of Texas MD Anderson Cancer Center
Generalizability Study of a Fluence Map Prediction Network - Lin Ma University of Texas Southwestern Medical Center
Inverse Treatment Planning Using a Virtual Treatment Planner (VTP) for Prostate Cancer Treated with Intensity Modulated Radiation Therapy - Damon Sprouts, MS
Predicting Daily Record of Machine Performance Check Using Multi-Long Short-Term Memory Neural Networks - Min Ma National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
Towards Interpretable Intelligent Automatic Treatment Planning in Radiotherapy: Understanding the Decision-Making Behaviors of a Hierarchical Deep Reinforcement Learning Based Virtual Treatment Planner Network - Chenyang Shen, PhD University of Texas Southwestern Medical Center
Treatment Parameters That Impact IROC SRS Phantom Performance Evaluated Using AI - Hunter Mehrens UT MD Anderson Cancer Center
Q & A -
Graph includes 3 member loads and 90 non-member loads (93 total loads). Exclude non-member? A load is defined as someone coming to this page, not necesarily that they pressed play, or watched the entire presentation.