From Concept to Practice: An Educational Experience In the Initial Implementation of a Comprehensive Artificial Intelligence (AI) Curriculum for Medical Physicists at the 2024 and 2025 Aapm Specialty Meetings
Structured education in artificial intelligence (AI) has become increasingly important for medical physicists as AI tools are integrated into clinical practice. To address this need, the AAPM Ad Hoc Advisory Committee on AI Boot Camps (AHAIBC) was established...
Poster Program · Education (Innovation in Medical Physics: Arthur Boyer Award)
A Hybrid Vision Transformer-Based Framework for Multi-Endpoint Survival Prediction In Oropharyngeal Cancer
This study presents a hybrid framework combining Vision Transformer (ViT) and handcrafted radiomic features for oropharyngeal carcinoma (OPC), to enhance multi-endpoint survival prediction.
Poster Program · Therapy Physics
A Multi-Stage Multi-Level Attention-Based Feature Learning Framework for Multi-Endpoint Survival Prediction In Head and Neck Cancer
Accurate patient stratification is critical for personalized radiation therapy in head-and-neck cancer (HNC), yet it remains challenging due to disease heterogeneity, high-dimensional feature spaces, and limited sample sizes for specific clinical endpoints. T...
Poster Program · Therapy Physics
Dosimetric Impact and Robustness of Daily Online Adaptive Radiotherapy for Focal-Boosted Prostate Stereotactic Body Radiation Therapy
To evaluate dosimetric trends and robustness of online adaptive radiation therapy for focal-boosted prostate SBRT. Materials/
Poster Program · Therapy Physics
Enhanced Normal Lung Sparing In MRI-Guided Lung SBRT: A Systematic Comparison with CT-Guided Radiotherapy
MRI-guided lung SBRT has emerged as a novel treatment modality with the potential to enhance motion management and improve normal lung sparing. This retrospective study evaluates the extent of normal lung sparing achieved by real-time tracking and automatic g...
Poster Program · Therapy Physics
Log File-Based Automated Parsing and Statistical Process Control of Adaptive MR-Guided Radiotherapy Workflows
MR-guided radiotherapy, especially adaptive therapy, involves complex, multi-stage clinical workflows that are challenging to quantify using conventional manual metrics. In-depth, quantitative, understanding of the clinical workflow can provide crucial insigh...
Poster Program · Therapy Physics
Predicting Survival In Head and Neck Cancer: The Protective Role of BMI and the Impact of Evolving Soft Tissue Volumes during Radiotherapy
The nutritional status of head and neck cancer (HNC) patients receiving radiotherapy often declines due to treatment-related side effects. This study characterizes the effect of baseline body mass index (BMI) on overall survival and analyzes how soft tissue v...
Poster Program · Therapy Physics
