Trainee Research Prize

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

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

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

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

Jordan Fuhrman
Resident
The University of Chicago, Department of Radiology - Billings Hospital
A Machine Learning Pipeline for Segmentation and Classification of Coronary Artery Calcium Lesions in Lung Cancer Screening CT's
Cardiac

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

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

Ye Qing Zhu
Fellow
Icahn School of Medicine at Mount Sinai
Management of Nodules Attached to the Costal Pleura on LDCT Lung Cancer Screening
Chest

Sylvia Nyilas, MD,PhD
Resident
Inselspital, Bern University Hospital, University of Bern, Switzerland
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

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

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

Shang Wan
Resident
West China Hospital,Sichuan University
A Radiomics Nomogram Based on Computed Tomography May Be Used for Predicting Esophageal Varices Bleeding in Cirrhotic Patients
Emergency Radiology

Zhen Guan
Medical Student
Beijing cancer hospital
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

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

Kirti Magudia, MD,PhD
Fellow
University of California San Francisco
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

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

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

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

Dania Daye, MD, PhD
Fellow
Massachusetts General Hospital
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
University of California, San Francisco
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
UW Medicine
Peer Review Beyond the Practice: Transfer Patient Experience
Health Service, Policy and Research

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

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

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

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

Jiangtao Liang, BS,BS
Resident
HangzhouUniversal Medical Imaging Diagnostic Center
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
Massachusetts General Hospital, Department of Radiology
Imaging Early HER3-Driven Response to Pan-Receptor Tyrosine Kinase Inhibition Therapy in Gastric Cancer
Molecular Imaging

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

Christian Booz, MD
Resident
University Hospital Frankfurt
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
University of Washington
Prevalences of Magnetic Resonance Imaging Findings by Age and Gender in the Lumbar Imaging with Reporting of Epidemiology (LIRE) Cohort
Musculoskeletal

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

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

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

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

Jonathan Miksch
Fellow
University Hospital Ulm
[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
University of Alabama at Birmingham
Dynamic Amyloid-PET/MR: Relationships to Flortaucipir Uptake in Alzheimer's Disease
Nuclear Medicine

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

Saeed Esmailian, MD
Resident
Shiraz University of Medical Sciences
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
University of California, San Francisco
Automated Fetal Brain Volumetry on Clinical Fetal MRI Using Convolutional Neural Network
Pediatrics

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

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

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

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

Tru Khang T. Dinh, MD
Resident
University of Washington
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
Washington University School of Medicine
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

Sasicha Manupipatpong, BS
Medical Student
Johns Hopkins University School of Medicine
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
Northwestern University, Feinberg School of Medicine - Department of Radiology
Prostate Radioembolization in a Canine Model
Vascular Interventional

Xuefeng Kan, MD,PhD
Fellow
University of Washington School of Medicine, Seattle, USA
Development of Interventional Real-Time Optical Imaging-Guided Complete Tumor Ablation Technique
Vascular Interventional