Trainee Research Prize

Yulu Liu
Medical Student
Peking University People's Hospital
A Radiomics Approach Based on Machine Learning in Distinguishing Benign and Malignant Breast Lesions Using T2 Weighted and Diffusion Weighted Imaging: A Multicenter Study
Breast Imaging

Berat Bersu Ozcan, MD
Fellow
UT Southwestern Medical Center
Supplemental Optoacoustic Imaging of Breast Masses: A Cost-Effectiveness Analysis
Breast Imaging

Yang Zhang, PhD
Resident/Physics Trainee
Rutgers-Cancer Institute of New Jersey
Diagnosis of architectural distortion on digital breast tomosynthesis using radiomics and deep learning
Breast Imaging - “In memory of Dr. Tapan K. Chaudhuri” 

Leyla Zeitouni, MBBS
Fellow
King Faisal Specialist Hospital and Research Center
Is presence of enhancement on Contrast-enhanced mammography (CEM) a diagnostic biomarker to determine the presence of malignancy in suspicious mammographic calcifications?
Breast Imaging

Xiaorui Xiang, MD
Resident/Physics Trainee
National Center For Cardiovascular Diseases
Fractal Analysis to Predict Outcomes in Patients with Dilated Cardiomyopathy: Trabecular Complexity as New Marker
Cardiac Imaging

Hau Wai Wong                                             
Medical Student
The University of Hong Kong
Left Ventricular Flow Analysis: Changes in Flow Components and Kinetic Energy Profiles in Heart Failure Patients with 4D Flow
Cardiac Imaging

Logan Hubbard, MD, PhD
Resident/Physics Trainee
University of California, Los Angeles
Combining Coronary CT Angiography and Coronary Flow Capacity Measurement with a Low-Dose Comprehensive Cardiac CT Technique - Validation Versus 82 Rb PET
Cardiac Imaging

John Knopf                                             
Resident/Physics Trainee
Johns Hopkins University School of Medicine
The Lung and Short of It: The Impact of Telomere Shortening on Progression of Interstitial Lung Disease
Chest Imaging

Anika Walia                                             
Medical Student
Boston University School of Medicine
Lung Cancer Risk Using Never Smokers’ Chest X-Rays: Validation of a Deep Learning-based Model
Chest Imaging

Prabhvir Marway, BA, MBBChir
Fellow
University of Michigan, Department of Radiology
Three-dimensional growth mapping in subacute type B aortic dissection predicts long-term outcomes
Chest Imaging

Nathan Sarkar, BS
Medical Student
University of Maryland SOM
An Explainable Interactive AI/ML Method and Interface for Splenic AAST Grading: Evaluation as a Diagnostic Aid with Performance and user Acceptance data
Emergency Radiology

Ngoc-Anh Tran, MD
Fellow
University of California, San Francisco
Change in Emergency Department Length of Stay Following Routine Adoption of Dual-Energy Computed Tomography (DECT) to Differentiate Intracranial Hemorrhage from Calcification
Emergency Radiology

Suvrankar Datta, MD, MBBS
Resident/Physics Trainee
All India Institute of Medical Sciences (AIIMS), New Delhi
AIRib Framework: Development of an End-to-End Pipeline for the Automated Detection, Characterization, Prognostication and Reporting of Traumatic Rib Fractures from CT Scans
Emergency Radiology

Shankar Kumar, MBBS, MSc
Resident/Physics Trainee
University College London
Diagnostic Performance of Sonographic Activity Scores for Adult Terminal Ileal Crohn’s Disease Compared to Magnetic Resonanceenterography and Histological Reference Standards: Experience From the Metric Trial
Gastrointestinal Imaging

Nika Elmi, MSc
Medical Student
McMaster University Michael G.DeGroote School of Medicine
The Association of Pancreatic Cystic Lesions on MRI with a Future Diagnosis of Pancreatic Carcinoma: Systematic Review
Gastrointestinal Imaging

Joao Manoel Santos, MD
Fellow
Memorial Sloan Kettering Cancer Center
Co-registration Techniques of MRI Rectum and ex vivo Rectal Whole-Mount Histology: A Feasibility Study
Gastrointestinal Imaging

Yuki Arita, MD, PhD
Fellow
Memorial Sloan Kettering Cancer Center
Biparametric vs. Multiparametric MRI for Assessing Muscle Invasion in Bladder Urothelial Carcinoma with Variant Histology using the Vesical Imaging-Reporting and Data System: A Multi-institutional Multi-reader Study
Genitourinary Imaging

Daniel Kim                                               
Medical Student
David Geffen School of Medicine at UCLA
Association of Quantitative Multiparametric MRI Parameters and Aggressive Prostate Cancer Morphologies
Genitourinary Imaging

Aditi Chaurasia, MBBS
Resident/Physics Trainee
National Institutes of Health
Succinate Dehydrogenase-deficient Renal Cell Carcinoma: Characterization of Imaging Features for Precision Diagnosis
Genitourinary Imaging

Alessandra Borges, MD
Resident/Physics Trainee
Universidade de Sao Paulo
Diagnostic Value of Contrast-Enhanced Ultrasonography Alone and Adjusted for ACR-TIRADS in Differentiating Benign and Malignant Thyroid Nodules Compared To Histological Diagnosis: Preliminary Results from a Single-Center Prospective Study
Head & Neck Imaging

Dallin Judd                                             
Medical Student
University of North Texas Health Science Center
Osteogenesis Imperfecta: Implications of Using Micro-CT for Visualizing Developmental Variation in the Middle and Inner Ear of OIM Mice
Head & Neck Imaging

Wei Chen, PhD
Medical Student
Fudan University
Identification of Endolymphatic Hydrops Semi-Automatically in the Inner Ear With 3D-Real IR MRI
Head & Neck Imaging

Bryan Quah, MSc, BA
Resident/Physics Trainee
Cedars Sinai Medical Center
Complex Convolutional Neural Networks for Denoising Accelerated Submillimeter Magnetic Susceptibility Brain MRI
Imaging Informatics

Shreyas Kulkarni, BS
Medical Student
Warren Alpert School of Medicine
Identification and Mitigation of Bias in Multi-Modal Pulmonary Embolism Data to Improve Survival Analysis Prediction
Imaging Informatics

Pouria Rouzrokh, MD, MPH
Fellow
Mayo Clinic
Enhancing the Trustworthiness of Deep Learning Tools for Clinical Applications: A Comprehensive Pipeline with Model Explainability, Uncertainty Quantification, and Outlier Detection Applied to Implant Detection on Radiographs
Imaging Informatics

Cristina Marrocchio, MD
Fellow
University of Parma
Correlation between Tumor Complexity Scoring Systems and Outcomes in Percutaneous Renal Cryoablation
Interventional Radiology

Yifan Wang, MD, MS
Resident/Physics Trainee
Yale New Haven Hospital
Identification of inferior vena cava (IVC) filters on CT, X-ray and MRI radiological reports with a Natural Language Processing (NLP) based tool for management of clinical follow up
Interventional Radiology

Abinaya Ramakrishnan                                     
Medical Student
UCLA
Pre-ablation biopsy and the Effect of Histopathologic Grade on Thermal Ablation Outcomes for Hepatocellular Carcinoma
Interventional Radiology

Francesco Sanvito
University of California Los Angeles
Baseline and Longitudinal Radiologic Assessment of Brain Metastases Treated With Laser Interstitial Thermal Therapy (LITT)
Kuo York Chynn Neuroradiology Research Award

Tongtong Chen                                             
Medical Student
Ruijin Hospital Affiliated To School of Medicine, Shanghai Jiaotong University
Dynamic Monitoring Soft Tissue Healing Via Visualized Gd-Crosslinked Double Network MRI Imaging Microspheres
Multisystem

Ashwin Parihar, MBBS, MD
Fellow
Washington University School of Medicine
¹⁸ F-BMS-986192 Molecular Imaging of programmed cell death ligand 1 expression in the liver and spleen in patients with breast cancer receiving combined immuno-chemotherapy
Multisystem

Bingjie Zheng, MD
Resident/Physics Trainee
The Affiliated Cancer Hospital of Zhengzhou University
Beyond the Spectrum: A Novel Imaging Response in Triple-Negative Breast Cancer Patients Undergoing Preoperative Immuno-chemotherapy
Multisystem

Vandan Patel
Medical Student
MRI Findings in the Elbow Among Pediatric Baseball Players Based on Skeletal Maturity
Musculoskeletal Imaging

Anika Dutta, MD
Resident/Physics Trainee
Mayo Clinic
Quantitative in Vivo Assessment of Wrist Trabecular Microarchitecture with Photon-counting-detector (PCD) CT
Musculoskeletal Imaging

Kamyar Moradi                                           
Fellow
Johns Hopkins University School of Medicine
Undifferentiated and Preclinical Rheumatoid Arthritis and Longitudinal Thigh Muscle Loss: Deep-Learning Derived Data from Osteoarthritis Initiative
Musculoskeletal Imaging

Burak Ozkara, MD
Fellow
University of Texas MD Anderson Cancer Center
Optimizing Traumatic Brain Injury Prognosis Prediction: Leveraging Machine Learning with CT Imaging and GFAP/UCH-L1 Blood Biomarkers
Neuroradiology

Alexander Rau, MD
Resident/Physics Trainee
University Hospital Freiburg
Cerebral Microstructural Alterations in Post-covid-Condition Are Related to Cognitive Impairment, Olfactory Dysfunction and Fatigue
Neuroradiology

Simone Kaltenhauser                                     
Medical Student
Yale School of Medicine
Association of Body Mass Index and waist circumference with multimodal magnetic resonance imaging indicators of brain health in 9- to 10-year-olds in the US
Neuroradiology

Emiliano Garza Frias, MD
Fellow
Massachusetts General Hospital 
Autonomous AI-based CXR interpretation for predicting Congestive Heart Failure: A multicenter study
Noninterpretive Skills (Beyond Imaging)

Brittany Dang, BA
Medical Student
University of Texas Medical Branch Galveston 
Increased Adverse Iodine Contrast Agent Reactions and Resistance to Epinephrine in the Setting of Beta-blocker Therapy: A Multi-Institutional Analysis of 209,482 Patients
Noninterpretive Skills (Beyond Imaging)

Amar Gupta, PhD
Resident/Physics Trainee
Kyung Hee University
Unveiling a Paradigm in Sustainable Radiography: The World's Smallest and Lightest Carbon Nanotube-Based Pocket X-ray System for Soft X-ray Imaging and Irradiation, Featuring Low Energy Consumption and Powered by AAA Batteries
Noninterpretive Skills (Beyond Imaging)

Daniel Kwon, MD, PhD
Medical Student
University of Pennsylvania
Dual-Tracer Dynamic PET Imaging on the Long-Axial Field-Of-View PennPET Explorer: A Proof-Of-Principle Study With [¹⁸F] Fluoroglutamine and [¹⁸F] Fluorodeoxyglucose
Nuclear Medicine & Molecular Imaging

Heying Duan, MD
Fellow
Stanford University
Final Analysis of a Prospective, Single-center, Phase II/III Imaging Trial of ⁶⁸ Ga-RM2 PET/MRI in Patients with Biochemical Recurrence of Prostate Cancer
Nuclear Medicine & Molecular Imaging

Catherine Meyer, PhD
Resident/Physics Trainee
Oregon Health & Science University
Leveraging serial quantitative imaging for treatment response monitoring and dosimetry of ¹⁷⁷ Lu-PSMA-617 therapy
Nuclear Medicine & Molecular Imaging

Alexis Medema, MSc
Medical Student
Duke University School of Medicine
Outcomes and Reinterventions Following Uterine Artery Embolization for the Treatment of Uterine Leiomyomas
OB/Gynecology

Bailey Lyttle, MD
Resident/Physics Trainee
University of Colorado
Comparison of best Landmarks for Calculating Fetal Jaw Index by Ultrasound and MRI to Predict Postnatal Outcomes in Micrognathia
OB/Gynecology

Huiling Xiang                                             
Medical Student
Sun Yat-sen University Cancer Center
OvcaFinder: An interpretable hybrid model integrating multimodal information for ovarian cancer diagnosis
OB/Gynecology

Mahdie Hosseini, MD
Fellow
University of Pennsylvania
Assessment of 3D Hemi-Diaphragmatic Motion via Free-Breathing Dynamic MRI in Pediatric Thoracic Insufficiency Syndrome
Pediatric Imaging

Vidya Sankar Viswanathan, MD
Resident/Physics Trainee
Emory University
CT-based Segmentation Model for Pediatric Hepatoblastoma Trained on Data From COG AHEP0731 Liver Tumor Trial: Performance and Comparison to Adult-based Model
Pediatric Imaging

Camilo Calixto                                           
Fellow
Boston Children's Hospital
Evolution of Diffusivity and Anisotropy in the Fetal Brain in the Second and Third Trimesters
Pediatric Imaging

Jeannette Wong-Siegel                                       
Fellow
Washington University in St. Louis
Estimation of Organ Doses for Cardiac Catheterizations and Diagnostic Fluoroscopic Procedures Performed in Infants with Congenital Heart Disease
Physics

Emily Koons                                             
Resident/Physics Trainee
Mayo Clinic
Quantification of Coronary Artery Stenosis from Dense Calcifications using Ultra-High-Resolution Photon-Counting-Detector CT
Physics

Dan Bushe, PhD, MS
Resident/Physics Trainee
University of Wisconsin Madison
Ex-Vivo Assessment of Multi-Contrast X-ray Imaging for the Diagnosis of Lung Cancer
Physics

Joseph Lee, MD, PhD
Resident/Physics Trainee
Corewell Health
Novel Quantitative Prostate MRI Predictors of Late Genitourinary Toxicity after Radiation: A Step Forward in Pretherapeutic Risk-stratification
Radiation Oncology

Jim Zhong, MD
Resident/Physics Trainee
University of Leeds
Improving the Prediction of Biochemical Recurrence Free Survival After Radiotherapy Using MRI Radiomics and Hypoxia Gene Signature Information in Patients With Prostate Cancer
Radiation Oncology

Joseph Bae, MS, BS
Medical Student
Stony Brook University
Graph-Based Spatially-Aware Radiomics Improves Prediction of Locoregional Recurrence in Radiotherapy-Treated Head and Neck Squamous Cell Carcinoma
Radiation Oncology

Huiming Dong, PhD
Resident/Physics Trainee
University of California, San Francisco
Quantification of Abdominal Aortic Aneurysm Strain Using MR Feature Tracking: Accuracy and Association with Progression Rate
Vascular Imaging

Mangun Randhawa, MBBS
Fellow
Massachusetts General Hospital
Role of CTA Derived Quantitative Imaging Parameters in Bicuspid-Aortic Valve Associated Aortopathy
Vascular Imaging

Muzna Nanaa
Fellow
Investigating a Stand-alone AI System Prompt Accuracy for Interval Cancer Detection in Screening Mammography
Breast Imaging

Romy Heriteau
Medical Student
Contrast-enhanced spectral mammography-guided Breast Biopsy : Technique, Feasibility and Comparison with MR‐guided Vacuum‐Assisted Breast Biopsy
Dr. Tapan K. Chaudhuri Trainee Research Prize - Medical Student

Ted Goh    
Resident/Physics Trainee
Impact of Digital Breast Tomosynthesis (DBT) on Screening Performance and Cancer Outcomes In a Safety-net hospital
Breast Imaging

Maurice Pradella
Fellow
Altered Left Atrial 3D Blood Flow Dynamics Are Associated with Silent Cerebral Infarction: The Multi-Ethnic Study of Arteriosclerosis
Cardiac Imaging

Shi Gan Mo Azhe  
Medical Student
Pericoronary Adipose Tissue Attenuation in Patients With Kawasaki Disease: The Association With Coronary Artery Aneurysms & Myocardial Perfusion
Cardiac Imaging

 

Alexander Isaak
Resident/Physics Trainee
A Novel and Simple Cardiac MRI Score (PE²RT) Predicts Outcome in Takotsubo Syndrome
Cardiac Imaging

 

Theresa Urban
Resident/Physics Trainee
Dark-Field Chest Radiography Outperforms Conventional Radiography for the Diagnosis and Staging of Pulmonary Emphysema
PedramChest Imaging

 

Zachary Zippi   
Medical Student
Are We Choosing Quantity over Quality? Incidence and Distribution of Poor-Quality Chest Radiographs in A Multinational Imaging Practice Study
Chest Imaging

Yosef Berlyand
Resident/Physics Trainee
Impact of Iodinated Contrast Allergies on Emergency Department Operations
Emergency

Michal Dyrda
Medical Student
Artificial Intelligence Screening for Acute Cervical Spine Fracture at an Academic Community Hospital
Emergency

Saman Fouladirad
Resident/Physics Trainee
Damage Control Surgery: Comparisons of Operative and Imaging Findings in Emergency Trauma Operative Care
Emergency

Anupama Ramachandran
Fellow
Feasibility of Routine Abdominal MR Imaging at 0.55T: Comparison with 1.5 and 3T
Gastrointestinal Imaging

Fangshi Lu       
Resident/Physics Trainee
Synoptic Reporting for Assessment of Focal Liver Masses: CEUS LI-RADS and Algorithmic Diagnosis
Gastrointestinal Imaging

Haissam Ragab
Resident/Physics Trainee
DeePSC - Automated decision support for the diagnosis of primary sclerosing cholangitis
Gastrointestinal Imaging

Pedram Keshavarz
Resident/Physics Trainee
Detection and Classification of Prostate Cancer on Multiparametric MR Imaging Using Artificial Intelligence: A systematic review of 6,231 Patients
Genitourinary

Yuki Arita    
Fellow
Assessment of muscle invasion in bladder urothelial carcinoma with variant histology using the Vesical Imaging-Reporting and Data System: a multi-institutional multi-reader pair-matched cohort study
Genitourinary Imaging

Aisin Ibrahim
Resident/Physics Trainee
Performance of Clear Cell Likelihood Scores (ccLS) in Evaluating Solid Renal Masses at Multi-parametric MRI: Single Center Cohort Study
Genitourinary Imaging

Ping Liu
Medical Student
Multi-Parametric Diffusion Tensor Imaging of The Optic Nerve for Detection of Dysthyroid Optic Neuropathy in Patients with Thyroid-Associated Ophthalmopathy
Head & Neck Imaging

Olutayo Olubiyi
Fellow
How Reliably can MRI Visualize the Endolymphatic Duct in Patients With and Without Vestibular Aqueduct Enlargement?
Head & Neck Imaging

Jinbo Qi
Medical Student
Radiomics Nomogram for the Preoperative Differential Diagnosis of Benign and Malignant Tumors in the Parotid Gland
Head & Neck Imaging

Jacopo Teneggi 
Medical Student
Weakly-Supervised Learning Substantially Reduces the Number of Labels Required for Intracranial Hemorrhage Detection on Head CT.
Imaging Informatics

Kaustav Bera    
Resident/Physics Trainee
Real World Performance of a PACS Integrated Pneumothorax Detection AI Algorithm on Routine ICU Chest Radiographs: Assessing Accuracy and Improvement in Radiologist Reporting Times
Imaging Informatics

Parisa Kaviani
Fellow
Artificial Intelligence-generated Auto-impression from 9.8-Million Radiology Reports as Training Datasets from Multiple Sites and Imaging Modalities
Imaging Informatics

Yanyan Cao 
Medical Student
Synergistic Effect of Transarterial Viroembolization Improves Therapeutic Efficacy of Immune-Excluded Liver Cancer: Three Birds With One Stone
Interventional

Annabella Shewarega
Medical Student
MMP Inhibition Enhances CD8+ T Cell Immune Response in Post-Cryoablation Hepatocellular Carcinoma
Interventional

Valerio D'Agostino
Resident/Physics Trainee
MR-guided High Intensity Focused Ultrasound (MRgHIFU) in The treatment of Bone Metastases: Safety of Sensitive Structures Within 1 cm from Target Lesion
Interventional Radiology

Arman Sharbatdaran
Medical Student
Deep Learning Automation of Kidney, Liver and Spleen Segmentation for Organ Volume Measurements in Autosomal Dominant Polycystic Kidney Disease
Multisystem

Stephan Marticorena Garcia
Fellow
Magnetic Resonance Elastography Increases the Accuracy in Detection of Lymph Nodes Metastasis by Increased Stiffness: Time to Expand RECIST?
Multisystem

Manasi Arora
Resident/Physics Trainee
Novel Use of Time Resolved Magnetic Resonance Angiography to Evaluate Retrograde Lumbar Vein Flow and Epidural Venous Plexus Enhancement in Chronic Headache Patients With and Without Nutcracker Physiology
Multisystem

Till Lerch
Resident/Physics Trainee
Femoral Version: Reliable and Reproducible MRI Measurement Compared to CT Using Fast 3D T1 Images Without Leg Holder
Musculoskeletal Imaging

Daniel Liu
Medical Student
Fully Automated CT Imaging Biomarkers for Opportunistic Prediction of Future Hip Fractures
Musculoskeletal Imaging

Pouria Rouzrokh
Fellow
Applying Deep Learning to Establish a Total Hip Arthroplasty Radiography Registry: A Stepwise Approach
Musculoskeletal Imaging

Hye Hyeon Moon
Fellow
Effect of Synthetic Training Images for Deep Learning-based Prediction of Isocitrate Dehydrogenase in Glioma
Neuroradiology

Suryansh Bajaj 
Resident/Physics Trainee
Value Proposition of Food and Drug Administration (FDA)-Approved Artificial Intelligence (AI) Algorithms for Neuroimaging
Neuroradiology

Wilson Xu  
Medical Student
Migraine-Associated Vascular Changes on Structural 7T-MRI
Neuroradiology

Nitya Thakore
Medical Student
Evaluation of Socioeconomic Disparities in Follow up Completion for Incidental Pulmonary Nodules
Noninterpretive Skills/Quality Improvement/Practice Management

Xiao Wu
Fellow
Gender and Racial Diversity in Radiology: Current Status and Trends in the Last Decade
Noninterpretive Skills/Quality Improvement/Practice Management

Aditya Khurana
Resident/Physics Trainee
Case Mix Accounts for Portion of the Gender Pay Gap in Radiology: A Medicare Claims Analysis
Noninterpretive Skills/Quality Improvement/Practice Management

Elizabeth Germino
Resident/Physics Trainee
Application of CD8 ImmunoPET to Detect Synergistic Increase in Tumor Infiltrating Lymphocytes at an Early Timepoint After Treatment with Radiation and Anti-CTLA4 in an Orthotopic Mouse Model of Breast Cancer
Nuclear Medicine & Molecular Imaging

Katerina Lee
Medical Student
Predicting 18F-DCFPyL-PET/CT Scan Positivity in Prostate Cancer Patients with Biochemical Recurrence
Nuclear Medicine & Molecular Imaging

Jing Ren
Medical Student
Deep Learning Image Reconstruction Algorithm for Submillisievert Female Pelvic Computed Tomography: Impact on Image Quality and Lesion Detection
OB/Gynecology

Sunanda Nimmalapudi
Resident/Physics Trainee
Risk Factors for Emergent Uterine Artery Embolization in Patients With Postpartum Hemorrhage
OB/Gynecology

Isabella Bertuol Kinoshita
Fellow
Rhombencephalosynapsis: A Underdiagnosed Condition Behind Severe Ventriculomegaly
OB/Gynecology

Liu Chang
Resident/Physics Trainee
Diagnostic Value of Arterial Spin-labeled MR Perfusion Imaging for the Severity and Prognostic of Hypoxic-ischemic Encephalopathy in Term Newborns
Pediatric Imaging

Ali Rashidi 
Fellow
Detection of Bone Marrow Metastases in Pediatric Patients Using Ferumoxytol-Enhanced Whole-Body MRI
Pediatric Imaging

Sebastian Gallo-Bernal
Medical Student
COVID-19 and the Impact of Health Inequities in Pediatric Radiology Exam Cancellations          
Pediatric Imaging

 

Zhongxing Zhou
Fellow
Patient Data-based Measurement of Contrast-dependent Spatial Resolution for Deep Convolutional Neural Network Noise Reduction in CT
Physics

Dalton Griner
Resident/Physics Trainee
Generalizable Learning of a CT Number Bias Correction Scheme in Low-Dose Photon Counting CT
Physics

Joshua Chen
Resident/Physics Trainee
The Impact of Pulse Pileup in a Clinical Photon Counting CT Scanner
Physics

Lauryn Bailey
Medical Student
Multi-path Neural Network Approach for Outcome Prediction in Early-Stage Non-Small Cell Lung Cancer Patients Treated with Stereotactic Body Radiotherapy Leveraging Clinical and 3D Spatial Data
Radiation Oncology

Brian De
Resident/Physics Trainee
Definitive Liver-directed Radiotherapy for Intrahepatic Cholangiocarcinoma with Extrahepatic Metastases is Associated with Mitigation of Tumor-related Liver Failure and Prolonged Survival
Radiation Oncology

Benjamin George
Medical Student
18F-FDG-Positron Emission Tomography and Invasive Nodal Staging in Patients Treated with Stereotactic Body Radiation Therapy for Early-Stage Non-Small Cell Lung Cancer: A Single Institution Experience
Radiation Oncology

Peter Tamas Legeza
Resident/Physics Trainee
Digital Variance Angiography Significantly Reduces the Radiation Dose During Lower Extremity Diagnostic Angiographies Without Affecting the Image Quality
Vascular

Mariana Yalon
Fellow
Improved Peripheral Vascular Evaluation Using Clinical Photon Counting Detector PCD-CT
Vascular

Leo Wolansky
Kuo York Chynn Neuroradiology Research Winner
Efficacy and Safety of Gadopiclenol for Central Nervous System (CNS) Magnetic Resonance Imaging (MRI): The PICTURE Trial
Neuroradiology

Yang Zhang
Resident
Application Of Two Deep Learning Networks For Diagnosis Of Breast Cancer On MRI: Automatic Detection Using Mask R-CNN Followed By Classification Using ResNet50
BR - Breast

Alba Cristina Igual Rouilleault, MD
Resident
Follow-up Study Of Lymph Node Response Induced By M-RNA COVID-19 Vaccination
BR - Breast

Alexander Boyko
Dr. Tapan K. Chaudhuri Medical Student
Impact Of Race, Ethnicity, And Insurance Status On Breast Cancer Mortality At A Safety Net Academic Medical Center 
BR - Breast

Samer Alabed, MD, MSc
Resident
AI Vs Manual Cardiac MRI Measurements - Clinical Benchmarking Using Heart Catheterization And Mortality Prediction
CA - Cardiac

Shant Malkasian, BS
Medical Student
Prediction Of Acute Coronary Syndrome Based On Myocardial Mass At-risk Using Coronary Computed Tomography Angiography
CA - Cardiac

Emily Koons
Resident
Quantification Of Lumen Diameter Within Coronary Artery Stents Using A High Resolution Photon Counting Detector CT And A Deep Convolutional Neural Network Denoising Algorithm
CA - Cardiac

Krit Dwivedi, MD
Resident
Ct Lung Parenchymal Patterns As Significant Prognostic Imaging Biomarkers In Pulmonary Hypertension With Lung Disease
CH - Chest

Ashitha Pathrose, MBBS
Fellow
Effect Of Beta-blocker Therapy On Aortic Hemodynamics In Patients With Bicuspid Aortic Valve
CH - Chest

Joey Gu, BS
Medical Student
Lung-RADS Learning Curve? Chest Vs. General Radiologists Over 6 Years
CH - Chest

Garima Suman, MD, MBBS
Fellow
AI-Powered Fully-automated Detection Of Pancreatic Ductal Adenocarcinoma (PDA) On Standard-of-care CT Scans
GI - Gastrointestinal

Sergio R. Grosu, MD
Resident
Comparison Of Conventional And Spectral-based Tagged Stool Cleansing Algorithms At CT Colonography
GI - Gastrointestinal

Azadeh Tabari 
Fellow
Machine-learning Based Radiomics To Predict Low-grade Intraductal Papillary Mucinous Neoplasm (IPMN) Of The Pancreas
GI - Gastrointestinal

Jiahao Gao
Medical Student
A Novel Radiogenomics Biomarkerbased On Hypoxic-genesubset : Accurate Survival And Prognostic Prediction Of Renal Clear Cell Carcinoma 
GI - Gastrointestinal

Dominik Andre Deniffel, MD
Resident
Prostate Biopsy In The Era Of MRI-targeting: Do All Men Require Additional Systematic Biopsy?
GI - Gastrointestinal

Ya Guo, MD
Medical Student
A MRI Mp2rage And SMS-Rs-fMRI Study In Vestibular Migraine Patients
HN - Head & Neck

Yoshiaki Ota, MD
Fellow
DWI And PWI Assessment Of Hereditary And Non-hereditary Paragangliomas In The Head And Neck
HN - Head & Neck

Jonas Martin Getzmann, MD
Resident
Impact Of Acceleration On Bone Depiction Quality By Ultrashort Echo Time Magnetic Resonance Bone Imaging Sequences In Medication-related Osteonecrosis Of The Jaw
HN - Head & Neck

Cynthia De la Garza Ramos, MD
Medical Student
Biochemical Safety Of Ablative Yttrium-90 Transarterial Radioembolization For Hepatocellular Carcinoma As A Function Of Percent Liver Treated 
IR - Interventional

Xuefeng Kan, MD, PhD
Fellow
Interventional Optical Imaging Permits Instant Visualization Of Three Pathological Zones Of Ablated Tumor Periphery
IR - Interventional

Vanessa Schmidt, MD
Resident
Semi-automatic MRI Feature Assessment In Small- And Medium Volume Benign Prostatic Hyperplasia After Prostatic Artery Embolization
IR - Interventional

Markus Wennmann, MD
Resident
Automatic MRI Analysis In Multiple Myeloma: A Framework Combining Deep Learning For Automatic Pelvic Bone Marrow Segmentation And Radiomics For Prediction Of Plasma Cell Infiltration In Multiple Myeloma Patients
MS - Multisystem

Theresa Yu, BA
Medical Student
Can Dual-Energy Marrow Imaging And Cinematic Rendering Improve Pelvic Fracture Severity Grading?
MS - Multisystem

Maadrika Meenakshi Nirvana Phoelmatie Kanglie, MD
Resident
Diagnostic Accuracy Of Ultra-low-dose Chest CT Versus Chest X-ray In Patients Suspected Of Non-traumatic Pulmonary Disease At The Emergency Department
MS - Multisystem

Simon Sun, MD
Fellow
Evaluation Of Deep-learning Reconstructed High-resolution 3D Lumbar Spine MRI To Improve Image Quality
MK - Musculoskeletal

Gary Tran, MD
Resident
Incidental Findings Detected On Preoperative CT Imaging Obtained For Robotic-assisted Joint Replacements: Clinical Importance And The Effect On The Scheduled Arthroplasty
MK - Musculoskeletal 

Shamrez Haider, BS
Medical Student
Kypho-scoliosis In Neurofibromatosis Type 1 On Whole Body Mri: Frequency And Association With Intraspinal And Paraspinal Lesions And Tumors
MK - Musculoskeletal

Michal Eifer, MD
Resident
Axillary Lymph Node FDG PET/CT Uptake Post Covid-19 Mrna Vaccination And Its Association With Age And Immune Status
NMMI - Nuclear Medicine & Molecular

Vineel Inampudi, MD
Fellow
Ga-68 FAPI Imaging Versus FDG-PET Imaging In Hepatocellular Carcinoma
NMMI - Nuclear Medicine & Molecular

Meijuan He
Medical Student
Poly(n-vinyl Caprolactam) Nanogels Conjugated With Mno₂And Cytosine-phosphorothioate-guanine Oligodeoxynucleotides For Radiotherapy Of Orthotopic Glioblastoma
NMMI - Nuclear Medicine & Molecular

Scott James Adams, MD
Resident
A Telerobotic Ultrasound Clinic Model Of Ultrasound Service Delivery To Improve Access To Imaging In Rural And Remote Communities
NPM - Noninterpretive Skills/Practice Management

Wolfgang Kunz, MD
Fellow
Cost-Effectiveness Of Endovascular Thrombectomy In Childhood Stroke: An Analysis From The Save Childs Study
NPM - Noninterpretive Skills/Practice Management

Aditya Khurana, BS
Medical Student
Mismatch Between Supply Of Radiologists And Need For Imaging Services By US Geographic Region And State, From 2012-2018
NPM - Noninterpretive Skills/Practice Management

Niklas Joern Tillmanns
Medical Student
Measuring Adherence To Tripod Of Artificial Intelligence Papers In The Glioma Segmentation
NR - Neuroradiology

Akitoshi Inoue, MD, PhD
Medical Student
Measuring Adherence To Tripod Of Artificial Intelligence Papers In The Glioma Segmentation
NR - Neuroradiology

Anjuna Reghunath, MD, MBBS
Resident
Role Of Shear Wave Elastography In Assessment Of Hypoxic Ischemic Injury (HII) In Preterm Neonates
NR - Neuroradiology

Nara Savoye Higano, PhD
Resident
Hyperinflation Is More Clinically Relevant Than Hyperdensity In Neonatal Lung Disease Of Prematurity Via 3D MRI
PD - Pediatric

Edward Wang
Medical Student
MRI-based Radiomics And Machine Learning For Ependymoma: An International Study
PD - Pediatric

Nathan Huber
Resident
Deep Learning Patient-specific Noise Reduction Framework For High Resolution Chest Photon Counting Detector CT
PH - Physics

Mingdong Fan
Fellow
Measurement Of Low-contrast Detectability Using Channelized Hotelling Observer On ACR Accreditation Phantom: Optimization And Repeatability
PH - Physics

Zhongxing Zhou
Fellow
Simultaneous CT Angiography And CT Venography Using Dual-contrast-agent Multi-energy CT: An Animal Feasibility Study
PH - Physics

Garvit Devmohan Khatri, MBBS
Fellow
Fetal Weight Percentile Curves Are Significantly Skewed
RI - Reproductive Imaging

Jing Ren, MD
Medical Student
Noninvasive Magnetic Resonance Imaging-derived Radiomics Analysis Improves Pretreatment Identification Of Multimodality Therapy Candidates In Early-stage Cervical Cancer
RI - Reproductive Imaging

Hainan Ren, BMedSc
Medical Student
The Texture Model Of “Coronal And Sagittal” Planes On T2wi Could Accurately Predict Placenta Accreta Spectrum
RI - Reproductive Imaging

Maguy Farhat, MD
Resident
Computational Models Forecasting Response Of High-grade Glioma During Adaptive Radiation Therapy
RO - Radiation Oncology

Shearwood McClelland III, MD
Resident
Radiosurgery Dose Reduction For Brain Metastases On Immunotherapy (RADREMI): Gamma Knife Versus Linear Accelerator Outcomes From A Multicenter Phase I Trial
RO - Radiation Oncology

Michael Kharouta, MD
Resident
The Role Of Radiotherapy To The Primary Site In Oropharyngeal Cancer With Limited Metastases - A National Cancer Database (NCDB) Analysis
RO - Radiation Oncology

Christine Elizabeth Boone, MD, PhD
Resident
4D Flow MR Imaging For Characterization Of Abdominopelvic Venous Flow In Pelvic Venous Disease
VA - Vascular

Sophie You, BA
Medical Student
Deep Learning Automated Phase Error Correction For Abdominopelvic 4D Flow MRI
VA - Vascular

Fides Schwartz, MD
Fellow
Multireader Evaluation Of The Impact Of High-Matrix Size Reconstructions In Image Quality And Diagnostic Confidence Of Peripheral Artery Disease In Arterial Runoff Studies Of The Lower Extremities
VA - Vascular

Ahreum Park, PharmD
Fellow
Preoperative Breast MR Imaging in Young Age Breast Cancer: Benefits in Surgical Outcomes by Using Inverse Probability Weighting
Breast

Chae Woon Lee, MD
Fellow
Clinical Utility of DWI for Detection of Clinically Occult Early Breast Cancer Including DCIS in the Asymptomatic Women
Breast

Yang Zhang
Medical Student
Prediction of Breast Cancer Molecular Subtypes on DCE-MRI Using Convolutional Neural Network with Transfer Learning between Two Centers
Breast

Faraz Farhadi
Medical Student
Qualitative Evaluation of Coronary Plaques and Stents With Energy Integrating and Photon-Counting Computed Tomography: A Phantom Study
Cardiac

Jordan Fuhrman
Resident
A Machine Learning Pipeline for Segmentation and Classification of Coronary Artery Calcium Lesions in Lung Cancer Screening CT's
Cardiac

Anton Faron, MD
Resident
Cardiac Injury and Inflammation in Cancer Patients Receiving Immune Checkpoint Inhibitor Therapy: An Intraindividual Cardiac Magnetic Resonance Study
Cardiac

Donghoon Shin, MD
Resident
The Impact of Social Determinants of Health on Lung Cancer Screening Utilization
Chest

Ye Qing Zhu
Fellow
Management of Nodules Attached to the Costal Pleura on LDCT Lung Cancer Screening
Chest

Sylvia Nyilas, MD, PhD
Resident
Short-Term Effect of E-Cigarette and Tobacco Smoke on Ventilation and Perfusion in the Lung: Assessment With Functional MRI and Lung Function Measurements
Chest

Mustafa B. Chaudhry, MBBS
Fellow
When Does a Facial Gunshot Wound Become Fatal?
Emergency Radiology

Shang Wan
Resident
A Radiomics Nomogram Based on Computed Tomography May Be Used for Predicting Esophageal Varices Bleeding in Cirrhotic Patients
Emergency Radiology

Maadrika M. Kanglie, MD
Resident
Detecting Pulmonary Congestion in Emergency Department Patients: Ultra-low-dose Chest CT versus Chest X-ray
Emergency Radiology

Shuhang Wang
Fellow
Automated Estimation of Sonographic Hepatorenal Index for Hepatic Steatosis Diagnosis
Gastrointestinal

Kirti Magudia, MD, PhD
Fellow
Prediction of Major Cardiovascular Events in a Large Outpatient Adult Cohort Using Fully Automated and Normalized Deep Learning Body Composition Analysis of Routine Abdominal CT
Gastrointestinal

Zhen Guan
Medical Student
Magnetic Resonance Imaging Tumor Response Score (mrTRS) Predicts Therapeutic Effect and Prognosis of Locally Advanced Rectal Cancer After Neoadjuvant Chemoradiotherapy: A Prospective, Multi-Center Study
Gastrointestinal

Thi My Linh Tran, BS
Medical Student
AI Augmentation of Renal Tumor Diagnosis on Routine MR Imaging
Gentiourinary

Jacqueline Godbe, PhD
Medical Student
CT Findings in Hemoperitoneum Caused by Ovarian Cysts: Identification of High Risk Features
Gentiourinary

Wenhui Zhou, MD, PhD
Resident
Analysis of Healthcare Cost and Resource Utilization Associated with Thermal Ablation of Renal Cell Carcinoma
Gentiourinary

Dania Daye, MD, PhD
Fellow
Point-of-Care Synchronous Virtual Radiology Consultations: Preliminary Results from A Cluster-Randomized Study in Primary Care Patients
Health Service, Policy and Research

Ethan J. Speir, MD
Resident
Accuracy of Disclosed Financial Relationships Between Radiologists and Industry at the 2018 RSNA Annual Meeting
Health Service, Policy and Research

Garvit D. Khatri, MBBS
Fellow
Peer Review Beyond the Practice: Transfer Patient Experience
Health Service, Policy and Research

Youbao Tang, PhD
Fellow
One Click Guided Automatic RECIST Lesion Measurement and Segmentation on CT Scans
Informatics

Karthik V. Sarma, MS
Medical Student
Data-Distributed Deep Learning using Federated Learning: A Case Study
Informatics

Jennifer Polson, MS
Resident
Evaluating Automated Approaches for Classifying Stroke Onset Time
Informatics

Jiangtao Liang, BS, BS
Resident
Application Value of PET/MR Radiomics Features and Metabolic Parameters in Evaluating the Staging of Nasopharyngeal Carcinoma
Molecular Imaging

Shadi Abdar Esfahani, MD, MPH
Fellow
Imaging Early HER3-Driven Response to Pan-Receptor Tyrosine Kinase Inhibition Therapy in Gastric Cancer
Molecular Imaging

Jed J. Kendall, MD, PhD
Resident
Fluciclovine Detection of Primary Prostate Cancer at the Sextant Level and Correlation of SUVmax with Gleason Grades
Molecular Imaging

Claudio E. Von Schacky
Resident
A Multi-Task Deep Learning Model for Simultaneous Detection, Segmentation and Classification of Bone Tumors on Radiographs
Musculoskeletal

Christian Booz, MD
Resident
Incremental Diagnostic Value of Virtual Noncalcium Dual-Energy CT for the Depiction of Cervical Disk Herniation Compared with Standard Gray-Scale Dual-Energy CT
Musculoskeletal

Qian S. Zhang, PhD
Medical Student
Prevalences of Magnetic Resonance Imaging Findings by Age and Gender in the Lumbar Imaging with Reporting of Epidemiology (LIRE) Cohort
Musculoskeletal

Jonathan Miksch
Fellow
[F-18]siPSMA-14 PET/CT Acquired at 90 Minutes p.i. Without Forced Diuresis Provides Optimal Contrast for Staging and Restaging of Prostate Cancer Patients
Nuclear Medicine

Fabio Raman, BS
Medical Student
Dynamic Amyloid-PET/MR: Relationships to Flortaucipir Uptake in Alzheimer's Disease
Nuclear Medicine

Matthew T. Stib, MD
Resident
AI-assisted Pulmonary Nodule Classification on Pre-procedure PET/CT: A Preliminary Study
Nuclear Medicine

Ian Pan, MA 
Resident
Fully-Automated Identification and Characterization of Large Vessel Occlusions on CT Angiography with 3D Convolutional Neural Networks
Neuroradiology

Elizabeth George, MD
Fellow
Radiomics and Machine Learning Approach to Prediction of Survival in Glioblastoma Treated with PD-L1 inhibition Immunotherapy: A Multicenter Study
Neuroradiology

Giulia Sprugnoli, MD
Resident
Functional Connectivity Profile of Solid Tumor Predicts Overall Survival in Patients with Gliomas
Neuroradiology

Fedel Machado, MD
Resident
Atlas-based Tractography Demonstrates Developmental Trajectories and Emerging Asymmetries in the Fetal Cerebral White Matter
Pediatrics

Saeed Esmailian, MD
Resident
Evaluation of Sulcal Developmental Asymmetry in Fetal Cerebral Isolated Ventricolomegalia by Fetal Magnetic Resonance Imaging and Post-Delivery Outcomes
Pediatrics

Carol B. Tran, BA
Medical Student
Automated Fetal Brain Volumetry on Clinical Fetal MRI Using Convolutional Neural Network
Pediatrics

Liqiang Ren, PhD
Fellow
Simultaneous Dual-contrast Biphasic Liver Imaging with Iodine and Gadolinium Using Photon-counting-detector CT: A Feasibility Animal Study
Physics

Nathan Huber
Resident
Natural-image-based Neural Network Denoising Framework and Its Application to Photon-Counting Detector CT
Physics

David Nguyen, BS
Fellow
TSA-inspired X-ray Micro Tomosynthesis Scanner Meets the Need for Rapid Scouting of Unstained Tissue Samples in Histopathology
Physics

Afshin Azadikhah, MD
Resident
A Radioepigenomic Algorithm to Differentiate an Indolent from an Aggressive Clear Cell Renal Cell Carcinoma 
Radiation Oncology

Tru Khang T. Dinh, MD
Resident
Pathologic Correlation of MRI-Detected or MRI-Occult Prostate Cancer Using a Commercially Available MRI-Guided Transperineal Biopsy Planning System
Radiation Oncology

Randall J. Brenneman, MD, PhD
Resident
Prospective Study of Same-Day Prostate Fiducial Marker and Rectoprostatic Space Hydrogel Placement and CT/MRI Simulation for External Beam Radiation Therapy for Prostate Cancer
Radiation Oncology

Xuefeng Kan, MD, PhD
Fellow
Development of Interventional Real-Time Optical Imaging-Guided Complete Tumor Ablation Technique
Vascular Interventional

Sasicha Manupipatpong, BS
Medical Student
Yttrium-90 Radioembolization as a Possible New Treatment for Brain Cancer: Results at Two Years for Proof of Concept and Safety Analysis in a Canine Model
Vascular Interventional

Simone Raiter
Medical Student
Prostate Radioembolization in a Canine Model
Vascular Interventional