Efficacy of Medical Image Transformations within an Open Sourced Head and Neck Deep Learning Auto-Contouring Framework

ASTRO Poster Library, Dominic LaBella, 364095

Characterization of radiographic changes following lung stereotactic body radiotherapy - a dose based radiomic analysis

ASTRO Poster Library, Ryan Hutten, 364081

Decoding Brain Fog in Head and Neck Cancer Survivors Using Artificial Intelligence

ASTRO Poster Library, Annie Chan, 364601

Neurotoxicity outcomes following whole brain radiation therapy in patients with primary CNS lymphoma

ASTRO Poster Library, Teresa Easwaran, 363778

Comparison of an auto-segmentation model using a dual-path convolutional neural network to intra- and inter-operator high-risk clinical target volumes for tandem-and-ovoid brachytherapy

ASTRO Poster Library, April Vassantachart, 363394

A Hybrid Tumor Model for Ultra-Large-Scale Heterogeneous Vascular Tumor Growth

ASTRO Poster Library, Jiayi Du, 364117

AI Model of Using Stratified Deep Learning to Delineate the Organs at Risk (OARs) for Thoracic Radiation Therapy

ASTRO Poster Library, Xianghua Ye, 364155

Evaluation of an Externally Trained Deep Learning-Based Auto-Segmentation Software in the Process of Artificial Intelligence-Assisted Radiation Treatment Planning for Thoracic Cancers

ASTRO Poster Library, Ming Pan, 364163

Leveraging serial MRI radiomics and machine learning to predict risk of radiation necrosis in patients with brain metastases managed with stereotactic radiation and immunotherapy

ASTRO Poster Library, Daphne Haas-Kogan, 364300

Prediction of Brain Metastasis Response to Stereotactic Radiosurgery Using MRI and Machine Learning: Effects of Primary Cancer Site and Metastasis Volume

ASTRO Poster Library, David DeVries, 364273

Artificial Intelligence driven measurement of brain metastases' SRS response - a comparison with current standards for assessment

ASTRO Poster Library, Kayla Prezelski, 364252

Utilizing a Paper Simulation to Evaluate Scheduling Workflow

ASTRO Poster Library, Melanie Cook, 363476

Impact of Eltrombopag, a Thrombopoietin Mimetic on Hematopoietic Recovery after Total Body Irradiation for Stem Cell Transplantation

ASTRO Poster Library, Gukan Sakthivel, 364331

XXXXXX: A Decision Support Software for AI-assisted decision-making in Response-Adaptive Radiotherapy-An Evaluation Study

ASTRO Poster Library, Dipesh Niraula, 364340

Prospective Analysis of a Deep Learning Auto-Contouring Model for Definitive Radiation of Localized Prostate Cancer

ASTRO Poster Library, Eliana Tillman-Schwartz, 364124

Clinically Consistent Prostate Cancer Outcome Prediction Models With Machine Learning

ASTRO Poster Library, Jacqueline Vallon, 363508

A Radiomics-based Light Gradient Boosting Machine to Predict Radiation-induced Toxicities in Nasopharynx Cancer Patients Receiving Chemoradiotherapy

ASTRO Poster Library, Zirui Jiang, 364495

Predictors of Response to Radiation Therapy and of Progression to Multiple Myeloma in Patients with Solitary Bone and Solitary Extramedullary Plasmacytomas

ASTRO Poster Library, Beatrice Fregonese, 364506

Risk of diabetes mellitus after radiotherapy for gastric mucosa-associated lymphoid tissue lymphoma

ASTRO Poster Library, Joon-gyo Lee, 363519

Web-Based Symptom Monitoring With Patient-Reported Outcomes During Definitive Radiation Therapy With Chemotherapy (SYMPATHY): A Prospective Single-Center Phase I Study

ASTRO Poster Library, Ting Martin Ma, 363312

Dosimetry Study of Radiation Toxicity in Young Patients with Mediastinal Lymphoma by the Use of an Inclined Board and Deep Inspiration Breath-Holding, Under the Guidance of an Optical Surface Management System

ASTRO Poster Library, Jing Liu, 364047

Development of a Support Vector Machine-Based Tool for Survival Prediction after Stereotactic Body Radiotherapy for Liver Metastases Using Multi-Institutional Data

ASTRO Poster Library, Kireem Nam, 363559

Implementation and case study of a clinical research data warehouse in radiation oncology

ASTRO Poster Library, Vera Qu, 364043

Comparison of Machine Learning and Deep Learning Methods for the Prediction of Osteoradionecrosis Resulting from Head and Neck Cancer Radiation Therapy

ASTRO Poster Library, Brandon Reber, 364001

Detection and Segmentation of Arteriovenous Malformation Lesions Using a Two-Stage Deep Learning Strategy

ASTRO Poster Library, Weir Chiang You, 363634

Automatic dose prescription for radiotherapy of brain metastases using two-path three- dimensional CNN

ASTRO Poster Library, Lei Ren, 363990

Reliability of Cancer Recurrence Data: Institution Cancer Registry versus Trained Chart Abstraction

ASTRO Poster Library, Benjamin Kamdem Talom, 363968

A Deep Learning Model for Precision Diagnosis of Chronic Radiation Proctitis for Pelvic Cancers based on Magnetic Resonance Imaging and Clinical Factors

ASTRO Poster Library, Lili Feng, 363823

Pattern and Prognosis of Distant Metastases in Patients with Early-stage Extranodal Nasal-type NK/T-cell Lymphoma

ASTRO Poster Library, Xuan Zheng, 363705

Impact of age on long-term mortality and net survival benefit of radiotherapy for early-stage follicular lymphoma from the SEER database (2000-2015)

ASTRO Poster Library, Qiuzi Zhong, 363714

Clinical Decision Support System for Implementing Care Pathways in A Global Radiation Oncology Network

ASTRO Poster Library, Timothy Fox, 363813

Use of a Novel Process Map and Dashboard to Understand Drivers of Treatment Chart Turnaround Time in a Large Academic Radiation Oncology Practice

ASTRO Poster Library, Ian Winter, 363791

Developing Dosiomics Models for the Prediction of Postoperative Radiotherapy Induced Esophagitis in Patients with Non-Small Cell Lung Cancer

ASTRO Poster Library, Zeliang Ma, 363740

Evaluating a personalized deep-learning-based auto-segmentation method for CBCT-based adaptive radiotherapy

ASTRO Poster Library, Howard Morgan, 363744

We are One: An investigation of bias in deep learning autocontouring

ASTRO Poster Library, Jinsung Kim, 363971

Preoperative spirometry and BMI are early predictive factors of the cardiac and lung dose in deep inspiration breath-hold radiotherapy

ASTRO Poster Library, Yutaro Koide, 363292

Accumulated dose prediction for assisting radiation treatment in cervical cancer

ASTRO Poster Library, Qi Fu, 363756

Patient-specific Self-supervised Resolution-enhancing Network for High-resolution MR Imaging in MRI-guided Radiotherapy

ASTRO Poster Library, Xiaofeng Yang, 363737

Evidence of Cure for Extranodal Nasal-type NK/T-cell Lymphoma with Modern Treatment

ASTRO Poster Library, Liu Xin, 363809

Deep Learning for Contour Quality Assurance on RTOG 0933

ASTRO Poster Library, Derek Mumaw, 364634

A Machine Learning Framework for Early Prediction of Radiation Dermatitis in Patients with Breast Cancer Receiving Radiation Treatment: A Multicenter Retrospective Analysis Study

ASTRO Poster Library, Xiadong Li, 364630

Precise Lymph Node Diagnosis for Esophageal Cancer on CT Images via User-Prior Guided Attentive Model

ASTRO Poster Library, Qichao Zhou, 363869

Oral mucosal sparing in high-dose total body irradiation (TBI) prior to stem cell transplantation (SCT) for acute leukemia

ASTRO Poster Library, Casey Liveringhouse, 364594

Radiographer-led, CBCT-guided Online Adaptive Radiotherapy for Muscle Invasive Bladder Cancer using Artificial Intelligence

ASTRO Poster Library, Charlotte Shelley, 363413

Interpretable Machine Learning Model for Predicting Pathologic Complete Response in Patients with Rectal Adenocarcinoma Treated with Chemoradiation Therapy

ASTRO Poster Library, Du Wang, 363944

RGWAS: A novel genome-wide association study to link genomics to radiomics for pancreatic cancer

ASTRO Poster Library, Dandan Zheng, 363946

Pulmonary Function Testing (PFT) after Photon and Proton Radiotherapy for Stage II-III Breast Cancer

ASTRO Poster Library, Jacob Buatti, 364427

Synthetic FDG-Positron Emission Tomography Images for Patients with Non-Small Cell Lung Cancer: A Deep Learning-Based Approach Using Computed Tomography Images

ASTRO Poster Library, Samar Bhat, 363677

SINGLE INSTITUTE EXPERIENCE - LINEAR ACCELERATOR BASED TOTAL BODY IRRADIATION USING VOLUMETRIC MODULATED ARC THERAPY PLANNING IN STANDARD SIZE LINEAR ACCELERATOR ROOM

ASTRO Poster Library, Upasna Saxena, 364393

The impact of Covid-19 pandemic among cancer patients

ASTRO Poster Library, Fang-I Chu, 363649

A Multi-Modal Deep Learning-Based Decision Support System for Individualized Radiotherapy of Non-Small Cell Lung Cancer

ASTRO Poster Library, Andrew Niecikowski, 364382

PET-CT Findings May Guide Patient Selection for Accelerated Radiotherapy in Salvage Chemotherapy Refractory NHL

ASTRO Poster Library, D. Brayden Jensen, 364374

Location, Location, Location: A Treatment Planning Study Comparing OAR Sparing between IMRT and PBS Plans Based on Disease Location using the Ann Arbor Staging System for Hodgkin and Aggressive Non-Hodgkin Lymphoma

ASTRO Poster Library, Keaton Reiners, 364350

Lung tumor motion and its impact on deep learning prediction of local recurrence

ASTRO Poster Library, James Randall, 364039

Using prediction uncertainty to identify reliable predictions for a deep learning model that predicts the need for early feeding tube placement

ASTRO Poster Library, Michael Dohopolski, 364290

Improving interpretability of machine learning in head and neck radiation therapy pretreatment physics plan reviews

ASTRO Poster Library, Karthik Adapa, 364263

Strategic Reduction of Package Time in Head and Neck Cancer

ASTRO Poster Library, William Duggar, 364248

Radiomics and Dosiomics for Predicting Complete Response to Definitive Chemoradiotherapy Patients with Esophageal Squamous Cell Cancer with Hybrid institution Model

ASTRO Poster Library, Daisuke Kawahara, 364084

Prospective Evaluation of Automated Contouring for CT-based Brachytherapy Treatment Planning of Gynecologic Malignancies

ASTRO Poster Library, Carlos Cardenas, 364086

A Multi-centric Evaluation of AI-driven OARs Low field MRgRT Pelvic /Abdomen Contouring

ASTRO Poster Library, Thais Roque, 364245

A Brain Metastases Survival Model Using an Ensemble Tree Approach

ASTRO Poster Library, John Shumway, 364222

Trends and Predictors of Proton Therapy Utilization in Early Stage Hodgkin Lymphoma: A National Cancer Database Analysis

ASTRO Poster Library, Whitney Hotsinpiller, 364113

Dose Predictions for Head and Neck Cancers Using Hybrid Structure Sets Containing Manual and Automated Contours

ASTRO Poster Library, Jacob Buatti, 364425

Development and Validation of a Multivariable Prognostic Model in de novo Metastatic Castrate Sensitive Prostate Cancer: Exploring Potential Avenue for Risk Stratification and Treatment Personalization

ASTRO Poster Library, Shawn Malone, 363321

Pattern of Radiotherapy Treatment for Prostate Cancer (PCa) Patients: Analysis of a Hospital Based Registry

ASTRO Poster Library, Ana Nassar, 363512

Predictors of Low-Value PSA Screening in Elderly Men

ASTRO Poster Library, Sandhya Kalavacherla, 363505

SALVAGE PROSTATE BRACHYTHERAPY IN RADIORECURRENT PROSTATE CANCER: AN INTERNATIONAL DELPHI CONSENSUS STUDY

ASTRO Poster Library, Mark Corkum, 363820

Hyaluronic acid spacer in prostate cancer radiotherapy: dosimetric effects, spacer stability and long-term GI toxicity and PRO in a phase II-study

ASTRO Poster Library, Ulrika Björeland, 363873

Evaluation of Rectum Spacer for High Risk on Rectal Toxicity Prostate Cancer Patients Treated with External Beam Radiotherapy

ASTRO Poster Library, Ben Vanneste, 373498

A Structural Solution for Task Management in a Resident-Directed, Team-Based Radiotherapy Clinic

ASTRO Poster Library, Derrick Lock, 364529

Survival in Metastatic Renal Cell Carcinoma Treated with Immunotherapy and Stereotactic Radiation Therapy or Immunotherapy Alone: A National Cancer Database Analysis

ASTRO Poster Library, Jeevin Shahi, 363389

Implementation of a dedicated head and neck radiotherapy peer review conference: results of a prospective study

ASTRO Poster Library, Joshua Farris, 363942

Timing and Patterns of Potentially Salvageable Recurrences Following SBRT for Clinically Localized Prostate Cancer Assessed by Preferential Amino Acid Uptake

ASTRO Poster Library, Michael Carrasquilla, 363966

Development a Prognostic Risk Model for Prostate Cancer Patients (Based on Patients with Gleason Score 9-10)

ASTRO Poster Library, Feng Lyu, 363774

Toxicity Analysis of Patients with Prostate Cancer Treated with 3D-Conformal Compared to Intensity Modulated Radiotherapy: Secondary Analysis of RTOG 0126 and RTOG 0415

ASTRO Poster Library, Rebecca Krc, 363549

Radiation Therapy Decision Making Process and Operations for COVID-19 Positive Patients

ASTRO Poster Library, Julius Weng, 363449

THE OUTCOMES OF DEFINITIVE RADIOTHERAPY IN PATIENTS WITH PROSTATE CANCER USING SIMULTANEOUS-INTEGRATED BOOST TECHNIQUE

ASTRO Poster Library, Huseyin Cem Onal, 363572

Recursive partitioning analysis to define prognostic groups using a large single institution experience of multimodality radiation therapy for bladder cancer

ASTRO Poster Library, Monica Nair, 364378

Implementing Standardization into Patient Handoffs in Radiation Oncology Residency

ASTRO Poster Library, Mohit Agarwal, 364021

Single fraction HDR brachytherapy for prostate cancer: SiFEPI phase II trial results

ASTRO Poster Library, Nina Pujol, 363430

Disease-free survival of patients with muscle invasive bladder cancer treated by radical cystectomy versus bladder-sparing therapy at a nationwide level.

ASTRO Poster Library, Katharina Bruck, 363423

Cherenkov Imaging to Verify Radiation Treatment Delivery in Breast Cancer

ASTRO Poster Library, Melanie Rose, 364307

Comparison of Nodal CTV Coverage with Alignment to Bladder-Rectal Interface Versus Pelvic Bone in Post-Prostatectomy Radiotherapy

ASTRO Poster Library, Robert Beckmann, 363608

BONE ONLY OLIGOMETASTATIC RENAL CELL CARCINOMA PATIENTS TREATED WITH STEREOTACTIC BODY RADIOTHERAPY: A MULTI-INSTITUTIONAL STUDY

ASTRO Poster Library, Huseyin Cem Onal, 363447

Considerations for Establishing a Theranostic Treatment Site

ASTRO Poster Library, Matthew Watermann, 363994

Cardiovascular causes of death in patients treated for localised prostate cancer

ASTRO Poster Library, Abdenour Nabid, 363468

Patient-Reported Rectal QOL With Pelvic Nodal Irradiation ± Involved Pelvic Nodal Boost to 75 Gy EQD2 in Men With Prostate Cancer

ASTRO Poster Library, Eric Roach, 363967

Prostate magnetic resonance imaging delta-radiomics during image-guided conventional fractionation and stereotactic ablative radiotherapy

ASTRO Poster Library, Robin Portner, 364249

Risk for second primary hematologic malignancies by radiotherapy technique in prostate cancer survivors

ASTRO Poster Library, Kishan Pithadia, 363530

Kinetics and patterns of PSMA PET uptake in prostate cancer after radiation therapy: a single center retrospective study

ASTRO Poster Library, Masatoshi Hotta, 364090

Long-Term Outcomes of Patients on a Phase II Prospective Trial of Oligometastatic Hormone-Sensitive Prostate Cancer Treated with Androgen Deprivation and External Beam Radiation

ASTRO Poster Library, Claire Hao, 364521

Dosimetric Impact of Perirectal Hydrogel Spacer for Focal Intraprostatic Lesion Ablative Microboost: Which Patients Benefit?

ASTRO Poster Library, Allen Mo, 363513

Impact of COVID 19 Pandemic on Radiation Oncology Care Path Time

ASTRO Poster Library, Brady Laughlin, 364537

Dose to the Bladder Trigone and Acute Urinary Toxicity after Prostate SBRT in a Randomized Phase 3 Trial

ASTRO Poster Library, Mayank Patel, 364564

Artificial Intelligence Assisted Peer Review in Radiation Oncology

ASTRO Poster Library, Mark Ashamalla, 363503

The dosimetric effects of long on-couch time of adaptive ultra-hypofractionated radiotherapy for prostate cancer patients on 1.5-Tesla MR linac

ASTRO Poster Library, Lin-rui Gao, 363704

Transition to Disease-site Specific Chart Rounds: An Evaluation of Impact on Quality and Perceptions of Practitioners

ASTRO Poster Library, Peter Zaki, 364621

Proton Therapy for Localized Prostate Cancer: Long-Term Clinical Outcomes at a Comprehensive Cancer Center

ASTRO Poster Library, Alan Sosa, 364137

Prognostic factors and outcomes in clinical stage II testicular seminoma treated with radiation therapy at two institutions

ASTRO Poster Library, Daniel Rosen, 363733

Prognostic utility of (18)f-fluciclovine positron emission tomography (FACBC) in biochemically recurrent (BCR) prostate cancer (PCa) treated with salvage radiotherapy.

ASTRO Poster Library, Graham Campbell, 363488