2869 entries curated across talks and posters.
Talk
Invited Program
2. Room 211 Diagnostic I
Jul 19 · 13:15
Emerging AI Applications in Breast Imaging
Diagnostic and Interventional Radiology Physics
Savannah Partridge, PhD
Diagnostic and Interventional Radiology Physics
0 people interested
Talk
Invited Program
4. Room 205 Radiopharm
Jul 19 · 13:15
Historical and Clinical Rationale for Dosimetry in Rpt
Radiopharmaceuticals, Theranostics, and Nuclear Medicine
Ying Xiao, PhD
Radiopharmaceuticals, Theranostics, and Nuclear Medicine
0 people interested
Talk
Proffered Program
Room 220
Jul 19 · 13:22
Inter-Observer Variability Informed Weighted Anisotropic Surface DSC for Segmentation Evaluation
Common contour evaluation metrics(e.g., DSC or HD) provide global summaries that can miss localized, anisotropic disagreements that drive clinically meaningful edits. Although surface-DSC(SDSC) better reflects boundary discrepanc...
Jingwei Duan, PhD
Therapy Physics
0 people interested
Talk
Proffered Program
Room 212
Jul 19 · 13:27
Calibration-Free Quantitative SPECT Imaging of Alpha Emitters Using Torch Recon®: Monte Carlo-Based Reconstruction Model
Quantitative SPECT imaging of the alpha-emitters Ac-225 and Pb-212 is fundamentally limited by a low count rate and high-energy photon emissions that produce collimator penetration, septal scatter, and detector backscatter within...
Lucas Polson, PhD
Therapy Physics
0 people interested
Talk
Proffered Program
Room 220
Jul 19 · 13:29
Benchmarking Auto-Contouring AI for Radiotherapy: Robustness, Calibration, and Failure Modes
To establish a large-scale, independent benchmark for evaluating auto-contouring AI with an emphasis on radiotherapy-relevant requirements: robustness to domain shift, calibration of confidence, and clinically meaningful failure...
Pedro Bassi, PhD
Therapy Physics
0 people interested
Talk
Invited Program
5. Room 109 Therapy I
Jul 19 · 13:32
From Dataset to Model: PyTorch Workflows
Therapy Physics
Dan Nguyen, PhD
Therapy Physics
0 people interested
Talk
Invited Program
1. Room 202 Professional
Jul 19 · 13:35
ABS Consensus Guidelines: Competency-based training for medical physics residents in high-dose-rate Brachytherapy
TH- Brachytherapy
Mahta M. McKee, MS
TH- Brachytherapy
0 people interested
Talk
Invited Program
7. Ballroom A Therapy III
Jul 19 · 13:35
Dose Accumulation for Reirradiation: What Deformable Image Registration Enables, and What Still Limits Us
Therapy Physics
Eliana Vasquez osorio
Therapy Physics
0 people interested
Talk
Invited Program
6. Room 118 Therapy II
Jul 19 · 13:35
Winner. the Grace Kim Memorial Grand Challenge: Advancing Total Body, Marrow, and Lymphoid Irradiation Treatment Planning
Therapy Physics
Therapy Physics
0 people interested
Talk
Proffered Program
Room 220
Jul 19 · 13:36
Cancerverse: Multicenter CT Segmentation of 16 Cancers for Radiotherapy Targets and Oars
To provide a large, multicenter, longitudinal CT dataset with voxel-wise tumor annotations across multiple cancer sites to support development, benchmarking, and validation of AI models for radiotherapy target and organ-at-risk (...
Wenxuan Li
Therapy Physics
0 people interested
Talk
Proffered Program
Room 212
Jul 19 · 13:39
Uncertainty Quantification of a Deep Learning Reconstruction Framework for Nonstop Gated CBCT Using an Auxiliary Network
Deep learning-based image reconstruction has shown substantial promise for addressing the highly non-uniform and under-sampled projections encountered in nonstop gated CBCT (ngCBCT). However, due to the statistical nature of data...
Noah Silverberg
Therapy Physics
0 people interested
Talk
Invited Program
4. Room 205 Radiopharm
Jul 19 · 13:40
Key Principles and Recommendations from TG-381
Radiopharmaceuticals, Theranostics, and Nuclear Medicine
Yuni K. Dewaraja
Radiopharmaceuticals, Theranostics, and Nuclear Medicine
0 people interested
Talk
Invited Program
2. Room 211 Diagnostic I
Jul 19 · 13:40
Real-World Integration of AI in Breast Tomosynthesis: Outcomes, Workflow, and Lessons Learned
Diagnostic and Interventional Radiology Physics
Adrian A. Sanchez, PhD, MD
Diagnostic and Interventional Radiology Physics
0 people interested
Talk
Proffered Program
Room 220
Jul 19 · 13:43
A Multicenter Pancreatic Target Segmentation Dataset for Radiotherapy and Imaging AI Benchmarking
To provide a large, diverse, and quality-controlled abdominal CT dataset with pancreas- and tumor-centric voxel-wise annotations to support benchmarking and development of AI models for pancreatic target segmentation and anatomy-...
Wenxuan Li
Therapy Physics
0 people interested
Talk
Invited Program
Room 109
Jul 19 · 13:49
From Model to Clinic: Deployment and Integration
Therapy Physics
Sharif Elguindi
Therapy Physics
0 people interested
Talk
Proffered Program
Room 220
Jul 19 · 13:50
Raise — Radiotherapy Accelerated By Intelligent Spatially-Enhanced Segmentation: Development and Multi-Center Evaluation
To develop and validate RAISE (Radiotherapy Accelerated by Intelligent Spatially-Enhanced Segmentation) across multiple tumor sites and centers.
Sixue Dong, PhD
Therapy Physics
0 people interested
Talk
Proffered Program
Room 212
Jul 19 · 13:51
AI-Powered Radiotherapy for Resource-Limited Settings: Advancing Cervical and Prostate Cancer Treatment Planning with the Radiation Planning Assistant
Radiotherapy treatment planning is a resource-intensive process characterized by multiple manual steps that can contribute to treatment delays and inter-observer variability. The Radiation Planning Assistant (RPA) is a web-based...
Tucker J. Netherton, PhD
Therapy Physics
0 people interested
Talk
Invited Program
1. Room 202 Professional
Jul 19 · 13:55
LDR Brachytherapy: Training Requirements and Best Practices
Professional
Poonam Yadav, PhD
Professional
0 people interested
Talk
Invited Program
7. Ballroom A Therapy III
Jul 19 · 13:55
Normal Tissue Imaging Biomarkers for Re-Irradiation: Opportunities and Challenges
Therapy Physics
Tokihiro Yamamoto, PhD
Therapy Physics
0 people interested
Talk
Invited Program
6. Room 118 Therapy II
Jul 19 · 13:55
Runner up. the Grace Kim Memorial Grand Challenge: Advancing Total Body, Marrow, and Lymphoid Irradiation Treatment Planning
Therapy Physics
Therapy Physics
0 people interested
Talk
Proffered Program
Room 220
Jul 19 · 13:57
Text-Guided Segmentation of Cardiac Substructures on Contrast-Enhanced CT
Dose sparing of cardiac substructures has the potential to improve thoracic radiotherapy outcomes beyond conventional whole-heart dose-volume metrics. However, manual delineation of numerous substructures is prohibitive, limiting...
Richard L.J. Qiu, PhD
Therapy Physics
0 people interested
Talk
Proffered Program
Room 212
Jul 19 · 14:03
Detector Innovation for PET: Demonstrated 1‑Mm Rod-Resolution Brain PET and Extension to Whole‑Body PET
The spatial resolution of current PET systems, typically around 4 mm, remains far from the theoretical limit of 1-2 mm primarily determined by photon non‑collinearity. Achieving PET resolution closer to that of CT and MRI would e...
Taiga Yamaya, PhD
Therapy Physics
0 people interested
Talk
Proffered Program
Room 220
Jul 19 · 14:04
Multi-Tier Automated Pipeline for TG-263 Structure Name Standardization Using Rule-Based, NLP, and RAG-Enhanced LLM Matching
Big-data radiotherapy research faces challenges in achieving consistent structure nomenclature across large hospital networks. This study develops and validates a novel automated pipeline for standardizing structure names. Our mu...
Wookjin Choi, PhD
Therapy Physics
0 people interested
Talk
Invited Program
2. Room 211 Diagnostic I
Jul 19 · 14:05
Q&A
Diagnostic and Interventional Radiology Physics
Diagnostic and Interventional Radiology Physics
0 people interested