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Sep 30
Poster Q & A
PQA 09 - Hematologic Malignancies, Health Services Research, Digital Health Innovation and Informatics
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: Lima Jason, MS - 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: Glennon Carevic, 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, - 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, - 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
Brain Metastasis Radionecrosis Prediction By Radiomics and Dosiomics: A Machine Learning Approach
Speaker: Chiara Feoli, - Department of Advanced Biomedical Sciences, University Federico II, Napoli -
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 - University of Iowa, Iowa 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: Zhanghexuan Ji, PhD - Alibaba Group DAMO Academy, Washington -
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, - 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: Mariapia De Rosa, PhD - National Research Council of Italy Institute of Biostructure and Bioimaging, Naples -
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
Digital Twins for High-Dimensional Data Integration in Clinical Decision Making
Speaker: Bardia Yousefi Rodd, PhD - SUNY Upstate Medical University, Syracuse -
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 - 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: Ibrahim Chamseddine, PhD - 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: Meagan Foster, MPS - Division of Healthcare Engineering, UNC School of Medicine, 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 - Alberta Health Services, 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 - ARNAS G.BROTZU -Radiotherapy Department, 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: Pradeep Bhetwal, 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: Bhumika Srinivas, MS - 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: 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: Robert Beckert, RT, BS - WashU Medicine, Saint Louis -
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 Cancer Institute Palo Alto, 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 - Trinity Health, Livonia -
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, Arlington -
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, - 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, Rochester -
04:00pm - 05:00pm PT
Texture-Aware Synthesis of DIBH-CT from DIBH-CBCT for Adaptive Radiotherapy Replanning
Speaker: Luyao Yang, PhD - School of Physics, Beihang University, Beijing -
04:00pm - 05:00pm PT
The Clinical Usefulness of Modern Prompt-Based Foundation Models for 3D Segmentation
Speaker: Jan Peeken, MD - Technical University Munich, Munich -
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, BS - 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, - Department of Radiation Oncology, Fudan University Shanghai Cancer Center, ??? -
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, Taipei 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, Wauwatosa -
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