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Sep 30
Poster Q & A
PQA 09 - Hematologic Malignancies, Health Services Research, Digital Health Innovation and Informatics
session DESCRIPTION
ASTRO's posters feature the latest scientific case studies, practice innovations and research from experts in the field of radiation oncology, including Clinical Trials in Progress.
Poster presentations will be accessible to both live and virtual meeting attendees starting at 5:00 p.m. Eastern time, on Friday, September 26, 2025. Posters can be viewed through the Annual Meeting portal and in the Virtual Poster Library.
During scheduled times, attendees will have the opportunity to ask poster presenters questions about their research. Posters will be organized by track.
Presentations
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04:00pm - 05:00pm PT
A Deep Learning-Driven Automated Radiotherapy Treatment Planning Pipeline for Breast Cancer: Feasibility and Clinical Evaluation
Speaker: Guang-Yu Wang, RT - State Key Laboratory of Oncology, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou -
04:00pm - 05:00pm PT
A Deep Radiomics Framework for Enhanced Prognostic Prediction in Locally Advanced Non-Small Cell Lung Cancer: A Multicenter Study
Speaker: Runping Hou, PhD - Shanghai Chest Hospital Shanghai Jiao Tong University, Shanghai -
04:00pm - 05:00pm PT
A Locally Deployed Large Language Model Framework for Automated Triage of Radiation Oncology Consult Notes: A Pilot Study on Palliative Hemostasis
Speaker: Chengzhu Zhang, PhD - Memorial Sloan Kettering Cancer Center, Basking Ridge -
04:00pm - 05:00pm PT
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04:00pm - 05:00pm PT
A Novel PHyLiC Model Using Dynamic Circulating Biomarkers to Predict Efficacy in Radioimmunotherapy for Advanced Solid Tumors
Speaker: Yuehong Kong, - The Second Affiliated Hospital of Soochow University, ??? -
04:00pm - 05:00pm PT
A Novel Simulation Framework for Evaluating and Optimizing Oncology Outreach Policies
Speaker: Nirav Kapadia, MD, MS - Dartmouth-Hitchcock Medical Center, Lebanon -
04:00pm - 05:00pm PT
A Rapid Screening Strategy for DIBH Suitability without Additional DIBH-CT Scans
Speaker: Tie Lv, PhD - School of Physics, Beihang University, Beijing -
04:00pm - 05:00pm PT
A Recent Evaluation on the Performance of LLMs on Radiation Oncology Physics Using Questions of Randomly Shuffled Options
Speaker: Peilong Wang, PhD - Mayo Clinic in Arizona, Phoenix -
04:00pm - 05:00pm PT
A Robust Radiotherapy Continuity System that Enables Patient Treatments during a Cybersecurity Event
Speaker: Christopher Nelson, PhD - MD Anderson Cancer Center, Houston -
04:00pm - 05:00pm PT
A Simulation Study on the Optimization of Precise Navigation for Transcranial Focused Ultrasound Tumor Treatment Using a Single-Element Transducer
Speaker: Penghao Gao, - Shandong Cancer Hospital & Institute, Jinan -
04:00pm - 05:00pm PT
A Study on the Correlation Model between Surface Motion and Internal Target Position Based on 3D nnUNet
Speaker: Ruotong Chen, MS - Sun Yat-sen University Cancer Center, Guangzhou -
04:00pm - 05:00pm PT
A Study on the Performance of a Deep Learning Gamma Pass Rate (GPR) Prediction Model when the Number of Arcs Used for the Given VMAT Plan are Varied
Speaker: Jenghwa Chang, PhD - Northwell Health, Lake Success -
04:00pm - 05:00pm PT
Adjacent-Double Projections-Based CBCT Reconstruction for Adaptive Radiotherapy
Speaker: Danyang Li, PhD - Sun Yat-Sen University Cancer Center, Guang Dong Province -
04:00pm - 05:00pm PT
Adoption and Practice Patterns of TG263 Standardized Nomenclature in a Statewide Quality Consortium
Speaker: Elizabeth Covington, PhD - Michigan Medicine, Ann Arbor -
04:00pm - 05:00pm PT
AI Agent-Based Pre-Plan Auto-Setup for Online Adaptive Radiotherapy Treatment Planning System
Speaker: Ti Bai, PhD - UT Southwestern Medical Center, Dallas -
04:00pm - 05:00pm PT
AI Language Model Performance in Retrieving Phase III Radiotherapy Trials across Multiple Cancers
Speaker: Warren Floyd, MD, PhD, BS - MD Anderson Cancer Center, Houston -
04:00pm - 05:00pm PT
AI-Assisted Contour Quality Assurance for HN005 Clinical Trial
Speaker: Du Wang, MS - Hospital of the University of Pennsylvania, Philadelphia -
04:00pm - 05:00pm PT
AI-Based Predict and Auto-Segment of PET-Avid Lymph Nodes from Contrast-Enhanced CT Simulation in Head and Neck Cancer Radiotherapy
Speaker: Weir Chiang You, MD, PhD - Taichung Veterans General Hospital, Taichung -
04:00pm - 05:00pm PT
AI-Driven Graph-Based Radiomics: Enhancing Imaging Biomarkers Reproducibility in Multi-Institutional Head and Neck Cancer Management
Speaker: Hajar Moradmand, PhD - University of Maryland School of Medicine, Baltimore -
04:00pm - 05:00pm PT
AI-Enhanced Automated Planning System for Online Adaptive Radiotherapy in Nasopharyngeal Carcinoma: Development and Prospective Clinical Validation
Speaker: Guan-Qun Zhou, MD, PhD - Sun Yat-Sen University Cancer Center, Guang Dong Province -
04:00pm - 05:00pm PT
Application of Large Language Models for Condensation of Oncopathological Reports for Clinical Use
Speaker: Yirong Liu, MD, PhD - Northwestern Memorial Hospital, Chicago -
04:00pm - 05:00pm PT
Artificial Intelligence Enabled Analysis of Reddit r/Breastcancer Posts about Radiation
Speaker: Juliana Runnels, MD - Icahn School of Medicine at Mount Sinai, New York -
04:00pm - 05:00pm PT
Assessing Barriers to Care and Resource Utilization in a Rural Radiation Oncology Setting
Speaker: Conan Zhao, PhD - Mayo Clinic Alix School of Medicine, Rochester -
04:00pm - 05:00pm PT
Assessing the Prognostic Value of Image Embeddings Extracted from a Convolutional Neural Network Trained for Prediction of IDH Status from H&E Images
Speaker: Jany Chan, PhD, BS - The Ohio State University, Columbus -
04:00pm - 05:00pm PT
Assessing the Risks of Synthetic Data in Deep Learning-Based PET Tumor Segmentation
Speaker: Yujia Zheng, BE - Duke Kunshan University, Kunshean -
04:00pm - 05:00pm PT
Association of Differential Censoring with Primary Endpoint Superiority in Radiation Oncology Cooperative Group Trials
Speaker: Eric Hsu, MD, PhD - Stanford Health Care, Stanford -
04:00pm - 05:00pm PT
Asymptomatic Bone Lesions in Multiple Myeloma: Risks of Progression to Skeletal-Related Events
Speaker: Shannon Jiang, MD - Washington University/B-JH/SLCH Consortium, St. Louis -
04:00pm - 05:00pm PT
Automated Toxicity Extraction from Radiation Therapy Notes Using Large Language Models
Speaker: Jordan McDonald, MD - MD Anderson Cancer Center, Houston -
04:00pm - 05:00pm PT
Automatic Segmentation of Multi-Class Clinical Target Volumes in Prostate Cancer Using a 3D U-Net Model
Speaker: Kai-Lin Yang, MD, PhD - Department of Radiation Therapy and Oncology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei -
04:00pm - 05:00pm PT
Automating Patient Message Responses Using AI in Radiation Oncology Clinic: What is the Potential?
Speaker: Tomas Dvorak, MD - Orlando Health Cancer Institute, Orlando -
04:00pm - 05:00pm PT
Autoregressive Tracking Transformer for Whole-Body 3D Lymph Node Detection in CT Scans
Speaker: Dakai Jin, PhD - Alibaba Group (US) Inc., New York -
04:00pm - 05:00pm PT
Benchmarks for Proton Robust Evaluation Using Population Based Analytics
Speaker: Chester Ramsey, PhD - Thompson Cancer Survival Center, Knoxville -
04:00pm - 05:00pm PT
Bridging Data and Practice: A Dashboard to Optimize Radiotherapy Prescriptions for Bone Metastases
Speaker: Shalini Vinod, MD, MBBS - Cancer Therapy Centre, Liverpool Hospital, Liverpool -
04:00pm - 05:00pm PT
Bridging Radiation Durably Controls Patients with Bulky Tumors Treated with CAR-T Cell Therapy
Speaker: Roshal Patel, MD - Memorial Sloan Kettering Cancer Center, New York -
04:00pm - 05:00pm PT
Building a Comprehensive Cancer Database across Fourteen Treatment Facilities in a Large Health Care System
Speaker: Leila Tchelebi, MD - Northwell Health, Lake Success -
04:00pm - 05:00pm PT
Can Generative AI Agents Match the Experts? Measuring Large Language Model Performance in Evaluating NSCLC Treatment Plans
Speaker: Junyi Xia, PhD - Mount Sinai Hospital, New York City -
04:00pm - 05:00pm PT
Cell-Cell Interaction-Informed Deep Deciphering of Gene Regulatory Networks
Speaker: Qingyue Wei, MS - Stanford University, Stanford -
04:00pm - 05:00pm PT
Clinical and Imaging Determinants of Overall Survival in Human Epidermal Growth Factor Receptor 2-Positive Breast Cancer with Brain Metastases
Speaker: Haruka Itakura, MD, PhD - Stanford University School of Medicine, San Jose -
04:00pm - 05:00pm PT
Clinical Development and Implementation of Zero-Click AI-Based Auto-Segmentation Workflows for Pediatric Radiation Therapy
Speaker: Andrew Boria, PhD - St. Jude Children's Research Hospital, Memphis -
04:00pm - 05:00pm PT
Clinical Outcomes Following Bridging Radiotherapy in Relapsed/Refractory Multiple Myeloma Patients prior to Chimeric Antigen Receptor T-Cell Therapy
Speaker: Preston Perez, BA - Morsani College of Medicine / Moffitt Cancer Center, Tampa -
04:00pm - 05:00pm PT
Clinical Validation of a Deep Learning-Based Auto-Segmentation Model for Organs at Risk in Patients with Thoracic and Breast Cancer: A Prospective, Multicenter, Randomized Clinical Trial in China
Speaker: Gengmin Niu, MD - Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin -
04:00pm - 05:00pm PT
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04:00pm - 05:00pm PT
Comparative Performance of AI Models in Determining Radiation Therapy Plan for Breast Cancer Patients after Surgery
Speaker: Tomas Dvorak, MD - Orlando Health Cancer Institute, Orlando -
04:00pm - 05:00pm PT
Comparison of Dose Escalation in Radiotherapy for the Management of Head and Neck Neoplasms: Analysis of Survival and Late Toxicity
Speaker: Victor Monjarás Embriz, MD - Instituto Nacional de Cancerología, Mexico City -
04:00pm - 05:00pm PT
Continual Whole-Body Organ Segmentation in 3D CT Scans Using Vision Transformer and Low-Rank Adaptation
Speaker: Dakai Jin, PhD - Alibaba Group (US) Inc., New York -
04:00pm - 05:00pm PT
Costs of Surveillance Care after Definitive Treatment of Head and Neck Cancer: A SEER-Medicare Analysis
Speaker: Matthew Ward, MD - Levine Cancer Institute, Charlotte -
04:00pm - 05:00pm PT
Cross Attention Swin Transformer for Multi-Modal Head and Neck Cancer Segmentation in Data Limited Regimes
Speaker: Shiqin Tan, MS - Weill Cornell Medical College, New York -
04:00pm - 05:00pm PT
Deep Learning for Lymph Node Station Metastatic Classification in Esophageal Cancer via Region-Aware Mixture-of-Experts Modeling
Speaker: Dakai Jin, PhD - Alibaba Group (US) Inc., New York -
04:00pm - 05:00pm PT
Deep Learning Guided Direct Isodose Line Rendering for Stereotactic Brain Radiosurgery
Speaker: Lijun Ma, PhD, MS - University of Southern California Keck School of Medicine, Los Angeles -
04:00pm - 05:00pm PT
Deep Learning-Based Projection Extrapolation for Limited-Angle CBCT Reconstruction
Speaker: Yukun Liu, MS - Duke Kunshan University, Kunshean -
04:00pm - 05:00pm PT
Deep Learning-Driven Preoperative CT-Radiomics Model for Predicting Postoperative Radiation Therapy Benefit in the Elderly with NSCLC: A Multicenter Study
Speaker: Zeliang Ma, MD - Mayo Clinic Rochester, Rochester -
04:00pm - 05:00pm PT
Detection of Anomalous Patterns in Cancer Patient Undergoing Radiotherapy Using Wearable Sensors: A Proof of Principle Machine Learning Analysis
Speaker: Adriano Tramontano, PhD - National Council of Research of Italy (Institute of Biostructures and Bioimaging), Napoli -
04:00pm - 05:00pm PT
Determining Cancer Biomarker Status by RNA Sequencing
Speaker: Steven Tau, PhD - Dartmouth College, Hanover -
04:00pm - 05:00pm PT
Development and Performance Evaluation of an LLM-Based Automated Recommendation System for Radiotherapy Treatment Planning
Speaker: Guan-Qun Zhou, MD, PhD - Sun Yat-Sen University Cancer Center, Guang Dong Province -
04:00pm - 05:00pm PT
Development and Validation of a Clinicoradiological and CT-Based Radiomics Nomogram to Predict Post-Neoadjuvant Lymph Node Metastasis in Esophageal Squamous Cell Carcinoma
Speaker: Qinghe Peng, MS - Sun Yat-Sen University Cancer Center, Guang Dong Province -
04:00pm - 05:00pm PT
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04:00pm - 05:00pm PT
Development and Validation of a Machine Learning-Based Size-Only Staging System for Improved Prognostic Stratification in Ten Common Cancers
Speaker: Bin Feng, MS, BS - Chongqing University Cancer Hospital, Shapingba -
04:00pm - 05:00pm PT
Development of a Fully Automated CTV Segmentation Model for Resection Cavities of Brain Metastases in a Multi-Center Patient Cohort
Speaker: Mai Nguyen, Dr.med. - Klinikum rechts der Isar TUM, Munich -
04:00pm - 05:00pm PT
Development of an In-House Application that Uses Generative AI to Summarize Oncology Histories
Speaker: Travis Pflederer, MD - University of Michigan Radiation Oncology, Ann Arbor -
04:00pm - 05:00pm PT
Development of the Ontology for Osteoradionecrosis of the Jaws (ORNJ-O) for Classification System Harmonization
Speaker: Anthony Giovi, MS, BS - The University of Texas MD Anderson Cancer Center, Houston -
04:00pm - 05:00pm PT
Distance Metrics Predict Out-of-Distribution Performance of AI Oncology Models for Clinical Deployment
Speaker: Syed Rakin Ahmed, MD, PhD - Harvard University, Massachusetts Institute of Technology and Dartmouth College, Hanover -
04:00pm - 05:00pm PT
Effects of Radiotherapy Techniques on Loco-Regional Recurrence in Patients with Early-Stage Extranodal NK/T-Cell Lymphoma
Speaker: Yusuke Nakashima, MD - Nagoya City University Graduate School of Medical Sciences, Nagoya -
04:00pm - 05:00pm PT
Efficacy of Palliative Radiation Therapy for Bone Fractures in Multiple Myeloma
Speaker: Lauren Redpath, Student - BC Cancer, Abbotsford -
04:00pm - 05:00pm PT
Efficient CTCAE Grading for Post-Radiotherapy Toxicities Using Large Language Models: A Privacy-Preserving Approach Using Instruction Fine-Tuning
Speaker: Reza Khanmohammadi, MS - Michigan State University, East Lansing -
04:00pm - 05:00pm PT
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04:00pm - 05:00pm PT
The Current and Future State of Radiation Therapy Practice - An Analysis of a Professional Workforce Survey
Speaker: Samantha Skubish, MS, RT, RTT - Mount Sinai Health System, New York -
04:00pm - 05:00pm PT
Emergency Department Visits and Hospital Admissions among Patients Undergoing Radiation Therapy: A Large-Scale Informatics Analysis by Disease Site
Speaker: Miriam Lane, MD - University of California Los Angeles, Los Angeles -
04:00pm - 05:00pm PT
Engraftment Rates of Image-Guided Volumetric Modulated Art Therapy for Total Body Irradiation Compared to Conventional
Speaker: Adannia Ufondu, MD, BA - Cleveland Clinic, Cleveland -
04:00pm - 05:00pm PT
Enhancing Oncology Trial Recruitment with AI: A Prospective Study of GPT-4o and Retrieval-Augmented Generation
Speaker: Luiza Giuliani Schmitt, MD - University of Texas Southwestern Medical Center, Dallas -
04:00pm - 05:00pm PT
Enhancing Radiotherapy Quality Assurance in Lymphoma: A Rigorous Real-Time Central Review Process
Speaker: Andrea Lo, MD, MPH - BC Cancer Agency Vancouver, Vancouver -
04:00pm - 05:00pm PT
Establishing a Novel AI-Driven Workflow for History of Present Illness (HPI) Generation and Evaluation in Radiation Oncology
Speaker: Christel Smith, PhD, MBA - Fuse Oncology, Inc., Santa Barbara -
04:00pm - 05:00pm PT
Estimating Individual Survival Benefit from Proton Therapy in Liver Cancer Using Causal Forest
Speaker: Harald Paganetti, PhD, FASTRO - Massachusetts General Hospital / Harvard Medical School, Boston -
04:00pm - 05:00pm PT
Evaluating Risk in Treating Prostate Cancer with Radiation Using Failure Mode and Effects Analysis
Speaker: Lukasz Mazur, PhD - UNC, Chapel Hill -
04:00pm - 05:00pm PT
Evaluation of the ESMO-Magnitude of Clinical Benefit Scale Version 1.1 for the Definitive Treatment of HPV Positive Oropharynx Cancer with Radiation
Speaker: Yugmel Nijjar, MD - Cross Cancer Institute, Edmonton -
04:00pm - 05:00pm PT
Expanding the Role of PSMA-PET: A Novel Approach to Prostate Cancer Prognosis
Speaker: Chengzhu Zhang, PhD - Memorial Sloan Kettering Cancer Center, Basking Ridge -
04:00pm - 05:00pm PT
Expert Evaluation of Patient-Oriented AI-Generated Responses Regarding Radiotherapy for Nonmalignant Indications
Speaker: Nicolas Nelson, MD - University of California, Los Angeles (UCLA), Los Angeles -
04:00pm - 05:00pm PT
Explainable Federated Learning for Plan Quality Assurance (QA) Prediction across Anatomical Sites
Speaker: Sagnik Sarkar, MS - Northwestern University Feinberg School of Medicine, Chicago -
04:00pm - 05:00pm PT
Feasibility of Low Latency kV Projection Steaming for Position Verificationand Intrafraction Motion Monitoring in Ultrahypofractionated Radiotherapy
Speaker: Somayeh Najafi Hamedani, MS - Medical College of Wisconsin, Milwaukee -
04:00pm - 05:00pm PT
FLT-PET-Guided Dose-Escalated TMLI with Integrated Boost for AML: A Dosimetric Feasibility Study
Speaker: Chunhui Han, PhD - City of Hope National Medical Center, Duarte -
04:00pm - 05:00pm PT
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04:00pm - 05:00pm PT
Full-Body Volumetric Modulated Arc Therapy Technique for Total Body Irradiation
Speaker: Raffaele Barbara, MD, RT - Ospedale Brotzu, Cagliari -
04:00pm - 05:00pm PT
Harnessing AI for Sustainable Radiation Oncology: Transforming Brachytherapy Waste Management
Speaker: Katie Lichter, MD MPH - University of California San Francisco, San Francisco -
04:00pm - 05:00pm PT
Harnessing Artificial Intelligence to Automate Volumetric Tumor Segmentation of Breast Cancers from Breast Magnetic Resonance Imaging
Speaker: Haruka Itakura, MD, PhD - Stanford University School of Medicine, San Jose -
04:00pm - 05:00pm PT
How do Patients and Physicians Perceive Shared Decision-Making in Radiation Oncology? Insights from an Institutional Survey and Literature Review
Speaker: Simrit Rana, BS - The Ottawa Hospital and University of Ottawa, Ottawa -
04:00pm - 05:00pm PT
Identifying Genomic Biomarkers of Immunotherapy Response in Advanced NSCLC Using an NLP-Derived Real-World Database
Speaker: Victor Lee, MD, BS - Yale New Haven Hospital, Middletown -
04:00pm - 05:00pm PT
Impact of CNS-Directed RT before Allogeneic Hematopoietic Cell Transplantation (alloHCT) among Patients with Acute Leukemia and CNS Involvement
Speaker: Maryam Ebadi, MD - University of Washington, Seattle -
04:00pm - 05:00pm PT
Implementation of an EHR-Integrated Multidisciplinary Head and Neck Tumor Board at an Academic Institution
Speaker: Madhav Patel, MD, BS - Columbia Presbyterian Medical Center, New York -
04:00pm - 05:00pm PT
Implementing Advanced Total Body Irradiation (TBI) Techniques into Clinical Trials: An NRG Hematologic Malignancies Working Group Survey
Speaker: Nataliya Kovalchuk, PhD - Stanford University School of Medicine, Palo Alto -
04:00pm - 05:00pm PT
Implementing Generative AI in Radiation Oncology: What Could Possibly Go Wrong?
Speaker: Austin Faught, PhD - The Ohio State University Wexner Medical Center, Columbus -
04:00pm - 05:00pm PT
Improving Clinical Trial Screening for High-Risk Bone Metastasis Using a Large Language Model and Synthetic Data
Speaker: Mark Nguyen, MD, BA - University of Washington School of Medicine, Seattle -
04:00pm - 05:00pm PT
In What Way do We Select the Most Appropriate Machine Learning Methods in Clinical Research? A Case Study Examining the Efficacy Prediction in Locally Advanced Rectal Cancer
Speaker: Lili Wang, - The First Affiliated Hospital of Soochow University, Soochow -
04:00pm - 05:00pm PT
Initial Outcomes and Toxicity of TMI/TMLI before Allogeneic Stem Cell Transplantation
Speaker: Shubei Wang, MD - Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai -
04:00pm - 05:00pm PT
Integrating Clinical and Radiomic Features for Enhanced Prognostic Modeling for Lung Cancer Survival
Speaker: Yingxuan Chen, PhD - Thomas Jefferson University, Philadelphia -
04:00pm - 05:00pm PT
Integrating Compressed Sensing with Radiomics Feature Selection for Outcome Prediction in Pulsar
Speaker: Hao Peng, PhD - UT Southwestern Medical Center, Dallas -
04:00pm - 05:00pm PT
Integrating Histopathology and Spatial Transcriptomics for Tumor Microenvironment Analysis and Personalized Radiotherapy
Speaker: Lei Xing, PhD, FASTRO - Stanford University, Stanford University -
04:00pm - 05:00pm PT
Iron Metabolism in Nasopharyngeal Carcinoma: Multi-Omics Exploration of Tumor Progression, Immune Microenvironment, and Radiotherapy Efficacy
Speaker: Yue Gao, - Department of Radiation Oncology, Xijing Hospital, Fourth Military Medical University, Xi'an -
04:00pm - 05:00pm PT
Large Language Model Extraction of Radiation Treatment Variables from Clinical Documentation
Speaker: Marielle Fis Loperena, BS - GW Medical School, Washington -
04:00pm - 05:00pm PT
Large Language Models for Oncologic Note Summarization: A Blinded Pilot Study Informing a Non-Inferiority Trial
Speaker: David Wu, MD - Stanford Cancer Institute Palo Alto, Palo Alto -
04:00pm - 05:00pm PT
Large Language Models in Radiation Oncology Physics Education: Performance Assessment Using the 2024 RAPHEX Exam
Speaker: Aaron Segura, MS, BS - University of New Mexico Health Sciences Center, Albuquerque -
04:00pm - 05:00pm PT
Large Language Models to Organize and Represent Research Trends from American Society for Radiation Oncology (ASTRO) Annual Conferences from 2019-2023
Speaker: Camille Sawa, - University of Washington, Seattle -
04:00pm - 05:00pm PT
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04:00pm - 05:00pm PT
Leveraging a Large Language Model to Extract Structured Data Elements from Unstructured Radiology and Pathology Reports
Speaker: Stephanie Zhao, BS - Washington University School of Medicine, Saint Louis -
04:00pm - 05:00pm PT
Leveraging Temporal Model for Early Detection of ED Visits in Locally Advanced Head and Neck Cancer Patients Using Unstructured EHR Data
Speaker: Hui Lin, PhD - University of California San Francisco, San Francisco -
04:00pm - 05:00pm PT
Liquid Biopsy-Driven HER-2 Subtyping in Breast Cancer: A Multimodal Fusion Model Integrating Raman Spectroscopy and ClinLabOmics
Speaker: Lu Shun, MD, PhD - Sichuan Cancer Hospital, Chengdu -
04:00pm - 05:00pm PT
Local and Distant Recurrences Following Palliative Radiation for Multiple Myeloma
Speaker: Clary Evans, MD - Northwell Health Center for Advanced Medicine, North New Hyde Park -
04:00pm - 05:00pm PT
Low-Dose CT (LDCT) Discussions for Cancer Survivors with a Smoking History
Speaker: Brandon Godinich, MBA, MHA - Texas Tech Paul L Foster School of Medicine, El Paso -
04:00pm - 05:00pm PT
Machine Learning Using >300,000 H&E Images Refines Cancer of Unknown Primary Subtyping
Speaker: Kevin Boehm, MD, PhD - Memorial Sloan Kettering Cancer Center, New York -
04:00pm - 05:00pm PT
Machine Learning with Connectomics to Predict Prognosis in Glioblastoma after Radiation
Speaker: Vishhvaan Gopalakrishnan, MD, MSE - Johns Hopkins Hospital, Baltimore -
04:00pm - 05:00pm PT
Magnetic Resonance Imaging-Based Radiomics Analysis for the Prediction of Overall Survival in Locally Advanced Cervical Cancer Patients
Speaker: María Constanza Hormazabal, - Hospital Carlos Van Buren, Valparaiso -
04:00pm - 05:00pm PT
MAMBA Toolbox: A Statistical Voxel-Based Analysis Solution for Radiation Therapy
Speaker: Giuseppe Palma, PhD - National Council of Research (Institute of Nanotechnology), Lecce -
04:00pm - 05:00pm PT
Maximizing Research Potential and Re-Use of Archival Radiotherapy Datasets
Speaker: Reid Thompson, MD, PhD - Oregon Health & Science University, Portland -
04:00pm - 05:00pm PT
Microsoft Copilot's Performance in Extracting Variables about Radiation Oncology Breast Cancer Articles
Speaker: Qian Zhang, MD, PhD, MS - McGaw Medical Center of Northwestern University, Chicago -
04:00pm - 05:00pm PT
Modern Radiotherapy Does Not Increase the Risk of Second Primary Malignancies in Survivors of Hodgkin Lymphoma
Speaker: Ashlynn Gober, MD - University of Utah, Salt Lake City -
04:00pm - 05:00pm PT
MR-Linac-Based Adaptive and Non-Adaptive SBRT for Prostate and Pancreatic Cancer vs. Conventional-Linac-Based Treatment: A Time-Driven Activity-Based Costing Analysis
Speaker: Zubir Rentiya, MD, MSc - Cleveland Clinic Foundation, Cleveland -
04:00pm - 05:00pm PT
MR-Linac-Based Adaptive and Non-Adaptive SBRT for Prostate and Pancreatic Cancer vs. Conventional-Linac-Based Treatment: A Time-Driven Activity-Based Costing Analysis
Speaker: Zachary Feldt, BS - University of Virginia, Charlottesville -
04:00pm - 05:00pm PT
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04:00pm - 05:00pm PT
Multidimensional Feature-Based Deep Learning Fusion Model for Non-Invasive Prediction of Occult Lymph Node Metastasis in Early Lung Adenocarcinoma
Speaker: Xiaoyan Yin, MBBS - Shandong Cancer Hospital Affiliated to Shandong First Medical University, Jinan -
04:00pm - 05:00pm PT
Multimodal Large Model for Automated Delineation of Primary Gross Tumor Volume in Nasopharyngeal Carcinoma Radiotherapy: A Pilot Study
Speaker: Li Lin, MD, PhD - Sun Yat-Sen University Cancer Center, Guang Dong Province -
04:00pm - 05:00pm PT
Multi-Omics-Based Prognostic Prediction for Locally Advanced Hypopharyngeal Cancer Treated with Postoperative Chemoradiotherapy: A Dual-Center Study
Speaker: Sixue Dong, PhD - Fudan University Shanghai Cancer Center, Shanghai -
04:00pm - 05:00pm PT
National Social Media Survey for Treatment Decision Making, Financial Toxicity, and Quality of Life in Adolescent and Young Adult Patients with Hodgkin Lymphoma
Speaker: Beatrice Fregonese, MPH - Memorial Sloan Kettering Cancer Center, New York -
04:00pm - 05:00pm PT
No-New-Network: Adapting Existing Deep Learning Frameworks for Versatile Clinical Applications in Radiotherapy
Speaker: Weiguo Lu, PhD - UT Southwestern Medical Center, Dallas -
04:00pm - 05:00pm PT
Online Adaptive Radiotherapy: Evaluating Adaptor Models
Speaker: Alex Price, PhD, MS - University Hospitals Cleveland Medical Center, Cleveland -
04:00pm - 05:00pm PT
Optimization of Whole-Body Dose Calculation and Personalized Organ Shielding for TBI Using uTPS and 2m PET-CT Technology
Speaker: Wei Gong, - First Affiliated Hospital of Soochow University, Soochow -
04:00pm - 05:00pm PT
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04:00pm - 05:00pm PT
Outcome Prediction Using Quantitative Analysis of Advanced Metabolic PET Parameters in Early-Stage Hodgkin Lymphoma
Speaker: Kelsey Frechette, MD - Mayo Clinic College of Medicine and Science Rochester, Rochester -
04:00pm - 05:00pm PT
Outcomes and Toxicities of Total Body Irradiation-Based Conditioning for B-ALL in a Predominantly Hispanic Patient Population Undergoing Hematopoietic Stem Cell Transplantation: A Ten-Year Experience from an NCI-Designated Comprehensive Cancer Center
Speaker: Vera Qu, BS - University of Southern California Keck School of Medicine, Los Angeles -
04:00pm - 05:00pm PT
Outcomes for Patients with Primary Thyroid Lymphoma Treated with Radiation Therapy
Speaker: Ethan Damron, MD - MD Anderson Cancer Center, Houston -
04:00pm - 05:00pm PT
Outcomes in Proton Therapy Use for Pediatric Patients with Hodgkin Lymphoma
Speaker: Raymond Mailhot Vega, MD, MPH - University of Florida, Jacksonville -
04:00pm - 05:00pm PT
Patterns of Failure of Early Stage Extranodal NK T-Cell Lymphoma Nasal-Type and Implications for Future Treatment Strategies
Speaker: J. Richelcyn Oo, MD - Stanford University, Palo Alto -
04:00pm - 05:00pm PT
Peri-Pandemic Trends in Radiation Oncology Telehealth Utilization at a Major Academic Center: Implications for Access, Treatment, and Practice
Speaker: Amandeep Mahal, MD - University of Miami Sylvester Cancer Center, Miami -
04:00pm - 05:00pm PT
Predicting Gross Tumor Volume Change in Personalized Ultra-Fractionated Stereotactic Adaptive Radiotherapy (PULSAR)
Speaker: Hao Peng, PhD - UT Southwestern Medical Center, Dallas -
04:00pm - 05:00pm PT
Prediction of Radiation Pneumonitis Using Dose and Computed Tomography Data: First Insights from the Prospective RTOG 0617 and REQUITE Trials
Speaker: Lukas Reuter, BS - Technical University Munich, Munich -
04:00pm - 05:00pm PT
Prediction of Xerostomia after Definitive Radiation for Head and Neck Squamous Cell Carcinoma via Interpretable Deep Learning Model
Speaker: Kai-Cheng Chuang, PhD, MS - University Hospitals Cleveland Medical Center, Cleveland -
04:00pm - 05:00pm PT
Predictive Value of Tumor Shrinkage in Relapsed/Refractory DLBCL Patients Treated with Radiation
Speaker: Margaret Kozak, MD - University of Texas Southwestern Medical Center, Dallas -
04:00pm - 05:00pm PT
Predictors of Financial Burden in Breast and Prostate Cancer in a Large Single Institutional Cross-Sectional Cohort Study
Speaker: Elsa Sutton, MD - Mayo Clinic Rochester, Rochester -
04:00pm - 05:00pm PT
Publication Disparity in Hematologic Radiation Oncology
Speaker: Mohamad El-Jammal, MD, BS - The University of Texas MD Anderson Cancer Center, Houston -
04:00pm - 05:00pm PT
Quantifying Energy Consumption in Radiation Oncology Using Multi Modality Assessment for Sustainability and Efficiency
Speaker: Katie Lichter, MD MPH - University of California San Francisco, San Francisco -
04:00pm - 05:00pm PT
RADAR -- A Novel Tool in Shared Decision-Making for Men with Prostate Cancer
Speaker: Sarah Bergholtz, MD, MPH - Michigan Medicine, Ann Arbor -
04:00pm - 05:00pm PT
Radiation Dose to the Circulating Blood is Associated with Poor Survival and during Treatment Immunosuppression in Patients with Locally Advanced Non-Small Cell Lung Cancer
Speaker: Joseph Deasy, PhD - Memorial Sloan Kettering Cancer Center, New York -
04:00pm - 05:00pm PT
Radiation Dose to the Circulating Blood is Associated with Poor Survival and during Treatment Immunosuppression in Patients with Locally Advanced Non-Small Cell Lung Cancer
Speaker: Shu Xing, PhD - Memorial Sloan Kettering Cancer Center, New York -
04:00pm - 05:00pm PT
Radiation Oncology Drug Prescription Patterns in Medicare Part D
Speaker: Tamia Williams, BS - UCLA Health, Los Angeles -
04:00pm - 05:00pm PT
Radiomic Signature Predicts Tumor Progression and Survival Outcomes in Pancreatic Cancer Patients Undergoing Stereotactic Body Radiation Therapy (SBRT)
Speaker: Haruka Itakura, MD, PhD - Stanford University School of Medicine, San Jose -
04:00pm - 05:00pm PT
Radiomics-Based Prognosis in Nasopharyngeal Cancer: Preliminary Results in a Multicenter Study
Speaker: Yothin Rakvongthai, PhD - Chulalongkorn University Faculty of Medicine, Bangkok -
04:00pm - 05:00pm PT
Rapid Sterilization of Clinical Apheresis Blood Products using Ultra-High Dose Rate Radiation
Speaker: Stavros Melemenidis, PhD - Anschutz Cancer Pavilion, Aurora -
04:00pm - 05:00pm PT
Real World Data Analysis of Biochemical Recurrence after Primary Radiotherapy for Prostate Cancer: Propensity Matched Comparison of Patients with Hydrogel Rectal Spacing vs. No Spacing
Speaker: Sean Collins, MD, PhD - University of South Florida Morsani College of Medicine, Tampa -
04:00pm - 05:00pm PT
Realistic High-Fidelity CT Simulation for AI-Aided Radiation Oncology: Bridging Data Gaps and Improving Clinical Decision
Speaker: Zucheng Shang, DSc, BS - BeiHang University, Beijing -
04:00pm - 05:00pm PT
Real-World Safety Analysis of Radiotherapy Combined with Immune Checkpoint Blockades
Speaker: Cheng Sheng Liu, MD - Taipei Medical University Hospital, Taipei 10449 -
04:00pm - 05:00pm PT
Repeatability Assessment of Radiomic Features Using Enhanced Cone Beam CT for Liver Tumors
Speaker: Cheryl Claunch, MD, PhD - Oregon Health & Science University, Portland -
04:00pm - 05:00pm PT
Resident-Led Quality Improvement Incentive Program in Radiation Oncology: 14-Year Experience at a Single Institution
Speaker: Alondra Camarena, BS - University of California, San Francisco, San Francisco -
04:00pm - 05:00pm PT
Resting Heart Rate Trends and Tachycardia among a Large Cohort of Patients Receiving Definitive Radiation Therapy for Solid Malignancies
Speaker: Rachel Jimenez, MD, FASTRO - Massachusetts General Hospital, Boston -
04:00pm - 05:00pm PT
Revealing the Microenvironment of Radiation-Induced Lung Fibrosis through Bulk RNA Decomposition
Speaker: Junyan Liu, PhD - Stanford University, San Jose -
04:00pm - 05:00pm PT
Safety and Efficacy of Bridging Radiation Therapy for Refractory/Relapsed Diffused Large B-cell Lymphoma: Systematic Review and Meta-Analysis
Speaker: YangMei Zhou, - National Cancer Center/Cancer hospital & Shenzhen Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Shenzhen -
04:00pm - 05:00pm PT
Safety and Efficacy of Five Fraction Hypofractionated Radiotherapy in Aggressive Lymphomas
Speaker: Yi Peng Wang, BA - Stanford Health Care, Stanford -
04:00pm - 05:00pm PT
Seeing the Dose: Vision-Language AI for Automated Prostate Radiotherapy Dose Plan Quality Assessment
Speaker: Xuemin Li, MD - Peking University Third Hospital, Beijing -
04:00pm - 05:00pm PT
Shaping Success: Radiation Oncologists' and Administrators' Perspectives on APRT Education and Implementation
Speaker: Maria Dimopoulos, PhD, MBA, RT - Icahn School of Medicine at Mount Sinai, New York -
04:00pm - 05:00pm PT
Single Institution Experience of Volumetric Modulated Arc Based Total Body Irradiation (VMAT-TBI)
Speaker: Durva Kurkure, MD - HCG Cancer Centre, Mumbai -
04:00pm - 05:00pm PT
Super-Resolving Any MRI Modality with a Patient-Specific Framework (SR-Any) to Accelerate Multi-Sequence MR-Guided Radiotherapy
Speaker: You Zhang, PhD - UT Southwestern Medical Center, Dallas -
04:00pm - 05:00pm PT
Synthesis of Contrast-Enhanced CT Images via Multi-Task CycleGAN Integrating Vision Transformer
Speaker: Xiao Zhong, PhD - Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan -
04:00pm - 05:00pm PT
Synthetic Contrast-Enhanced CT Generation Based on Generative Adversarial Networks for Lymph Node Delineation in Nasopharyngeal Carcinoma
Speaker: Guan-Qun Zhou, MD, PhD - Sun Yat-Sen University Cancer Center, Guang Dong Province -
04:00pm - 05:00pm PT
Telemedicine Trends in Radiation Oncology at Two Large Multi-Specialty Cancer Centers from 2019 to 2023
Speaker: Joshua Pritchett, MD - Mayo Clinic, Scottsdale -
04:00pm - 05:00pm PT
Texture-Aware Synthesis of DIBH-CT from DIBH-CBCT for Adaptive Radiotherapy Replanning
Speaker: Luyao Yang, PhD - Department of Radiation Oncology, Beijing Hospital, Beijing -
04:00pm - 05:00pm PT
The Effect of Radiation Techniques on Carbon Footprint Reduction
Speaker: Yu-Hsuan Chuang, MD - Far Eastern Memorial Hospital, New Taipei City -
04:00pm - 05:00pm PT
The Influence of Dose on Response Duration of Total Skin Electron Beam Therapy (TSEBT) for Mycosis Fungoides in the Modern Era of TSEBT Dose Reduction
Speaker: Kaitlyn Lapen, MD - Memorial Sloan Kettering Cancer Center, New York -
04:00pm - 05:00pm PT
The Rise of Artificial Intelligence in Radiation Oncology Residency Applications: An Analysis of Applicant Personal Statements, 2015 to 2024
Speaker: Danielle Arons, MD - Mount Sinai Hospital, New York -
04:00pm - 05:00pm PT
The Role of Multicancer Early Detection tests (MCED) in National Cancer Institute Designated Cancer Centers and National Comprehensive Cancer Network Cancer Centers: A Review of Public-Facing Data and Implications for Clinical Practice
Speaker: Amarinthia Curtis, MD - Gibbs Cancer Center, Spartanburg -
04:00pm - 05:00pm PT
Time-Efficient Structure Localization for Auto-Contouring in Radiotherapy
Speaker: Han Joo Chae, PhD - Oncosoft, Seoul -
04:00pm - 05:00pm PT
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04:00pm - 05:00pm PT
Tracking Radiotherapy Treatment Response through Time Using Deep Learning Autocontouring on CBCTs
Speaker: Samantha Krening, - The Ohio State University, Columbus -
04:00pm - 05:00pm PT
Transforming Clinical Reports into Actionable Insights: Report Querying Using LLMs and Assistants API
Speaker: Fakhriddin Pirlepesov, PhD, MS, BS - St Jude Childrens Research Hospital, Memphis -
04:00pm - 05:00pm PT
Translate Contrast-Enhanced CT from Non-Contrast CT via Subtraction Image Prediction
Speaker: Mingjie Li, PhD - Department of Radiation Oncology, Stanford University, Stanford -
04:00pm - 05:00pm PT
TransPred: A Novel 3D Deep Learning Model for Predicting Recurrence Risk of Nasopharyngeal Cancer after Radiotherapy
Speaker: Zhen Zhang, MD - Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai -
04:00pm - 05:00pm PT
Treatment Terminations during Radiation Therapy: Single Center Experience
Speaker: Alaattin Ozen, MD - Trakya University Faculty of Medicine, Edirne -
04:00pm - 05:00pm PT
Two Stages Auto-Delineation of Cervical Cancer Radiotherapy Areas Using a Deep Learning-Based Approach
Speaker: Chia Yu Lai, MS - National Yang Ming Chiao Tung University, Tinan City -
04:00pm - 05:00pm PT
Unsupervised Deep Learning Model for Fast Energy Layer Pre-Selection in Delivery-Efficient Proton Arc Therapy
Speaker: Gang Liu, PhD - Beaumont Health System, Wuhan -
04:00pm - 05:00pm PT
Utility of a Digital Tool for Optimizing Patient Understanding during Treatment Decision Making Discussions for Prostate Cancer
Speaker: Sang Sim, MD - Northwell Health, Lake Success -
04:00pm - 05:00pm PT
Validation of a High-Dimensional Machine Learning Model to Predict Hospital Mortality amongst Patients Requiring Urgent Radiation
Speaker: Edmund Qiao, MD - University of California San Diego, San Diego -
04:00pm - 05:00pm PT
Validation of Claims-Based Algorithms to Characterize Thoracic Radiation Therapy Treatment Courses: Are Claims Enough to Study Radiation Therapy?
Speaker: Shane Neibart, MD, MS - Harvard Radiation Oncology Program, Boston -
04:00pm - 05:00pm PT
Very Low-dose Radiation Therapy for Intrathoracic Mucosa-Associated Lymphoid Tissue Lymphoma: A Single Institution Experience
Speaker: Justin Jagodinsky, MD, PhD - Stanford Health Care, Stanford -
04:00pm - 05:00pm PT
Weakly-Supervised Brain Segmentation for MR Images
Speaker: István Megyeri, PhD - GE HealthCare, Szeged -
04:00pm - 05:00pm PT
When Big Data Plateaus: Investigating the Limits of Data and Model Scaling for Cervical Cancer Segmentation
Speaker: Haitao Sun, - Peking University Third Hospital, Beijing