QP 10 - DHI 2: Quick Pitch: The Digital Revolution in Radiation Oncology: AI Models for Enhanced Patient Care

Presentations

• 12:45pm - 12:50pm PT

  Introduction

  Speaker: Dandan Zheng, PhD - University of Rochester, Rochester
• 12:50pm - 12:55pm PT

  Development and Prospective Validation of a Fully AI-Driven Online Adaptive Radiotherapy Workflow

  Speaker: Guan-Qun Zhou, MD, PhD - Sun Yat-Sen University Cancer Center, Guang Dong Province
• 12:55pm - 01:00pm PT

  Implementation of Knowledge-Based Planning as a Quality Assurance Feedback Tool for a Multicentre Prostate Clinical Trial (TROG 18.01 NINJA)

  Speaker: Jarad Martin, MB, ChB, PhD, DMed(Research) BSc FRANZCR GAustMS - Calvary Mater Newcastle Hospital, Newcastle
• 01:00pm - 01:05pm PT

  Vision-Language AI Model for Detecting PET/CT-Occult Lymph Node Metastasis in Early-Stage NSCLC Treated with SABR to Prevent Regional Recurrence

  Speaker: Hui Xu, PhD - The University of Texas MD Anderson Cancer Center, Houston
• 01:05pm - 01:10pm PT

  AI Automated Measures of Tumor Burden and Correlation with Pre-Treatment Circulating Tumor DNA in Head and Neck Cancer

  Speaker: Mina Bakhtiar, MD - Mass General Brigham/Massachusetts General Hospital/Harvard Med School, Boston
• 01:10pm - 01:15pm PT

  Reproducibility of Statistically Significant Phase III Oncology Trials: An In Silico<em> </em>Meta-Epidemiological Analysis

  Speaker: Alexander Sherry, MD - Mayo Clinic Rochester, Rochester
• 01:15pm - 01:20pm PT

  Multitask Double Machine Learning for Counterfactual Estimation of Survival and Toxicity in Locally Advanced Non-Small Cell Lung Cancer Chemoradiotherapy

  Speaker: Sang Ho Lee, PhD - University of Pennsylvania, Philadelphia
• 01:20pm - 01:40pm PT

  Question and Answers

• 01:40pm - 01:45pm PT

  Closing

  Speaker: Dandan Zheng, PhD - University of Rochester, Rochester