Trainee Research Prize

Experience RSNA 2021
Experience RSNA 2021

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

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

Alexander Boyko         
Medical Student                       
Boston Medical Center Department of Radiology
Impact Of Race, Ethnicity, And Insurance Status On Breast Cancer Mortality At A Safety Net Academic Medical Center
Breast

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

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

Emily Koons    
Resident          
Mayo Clinic, Department of Radiology  
Quantification Of Lumen Diameter Within Coronary Artery Stents Using A High Resolution Photon Counting Detector CT And A Deep Convolutional Neural Network Denoising Algorithm  
Cardiac

Krit Dwivedi, MD         
Resident          
Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield
Ct Lung Parenchymal Patterns As Significant Prognostic Imaging Biomarkers In Pulmonary Hypertension
With Lung Disease    
Chest

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

Joey Gu, BS      
Medical Student           
Department of Diagnostic Imaging, Warren Alpert Medical School of Brown       
Lung-RADS Learning Curve? Chest Vs. General Radiologists Over 6 Years          
Chest

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

Sergio R. Grosu, MD    
Resident          
Department of Radiology and Biomedical Imaging         
Comparison Of Conventional And Spectral-based Tagged Stool Cleansing Algorithms At CT Colonography
Gastrointestinal

Azadeh Tabari 
Fellow 
Massachusetts General Hospital, Harvard Medical School          
Machine-learning Based Radiomics To Predict Low-grade Intraductal Papillary Mucinous Neoplasm (IPMN) Of The Pancreas    
Gastrointestinal

Jiahao Gao      
Medical Student           
Department of Radiology, Huashan Hospital, Fudan University   
A Novel Radiogenomics Biomarkerbased On Hypoxic-genesubset : Accurate Survival And Prognostic Prediction Of Renal Clear Cell Carcinoma  
Genitourinary

Dominik Andre Deniffel, MD    
Resident                      
Lunenfeld-Tanenbaum Research Institute and University of Toronto
Prostate Biopsy In The Era Of MRI-targeting: Do All Men Require Additional Systematic Biopsy?           
Genitourinary

Ya Guo, MD     
Medical Student           
Institution/Image Center of Affiliated Hospital of Qinghai University      
A MRI Mp2rage And SMS-Rs-fMRI Study In Vestibular Migraine Patients          
Head & Neck

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

Jonas Martin Getzmann, MD    
Resident                      
Institute of Diagnostic and Interventional Radiology, University Hospital Zurich
Impact Of Acceleration On Bone Depiction Quality By Ultrashort Echo Time Magnetic Resonance Bone Imaging Sequences In Medication-related Osteonecrosis Of The Jaw        
Head & Neck

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

Xuefeng Kan, MD, PhD 
Fellow 
Image-Guided Bio-Molecular Intervention Research and Division of Interventional Radiology, Department of Radiology, University of Washington School of Medicine         
Interventional Optical Imaging Permits Instant Visualization Of Three Pathological Zones Of Ablated Tumor Periphery 
Interventional

Vanessa Schmidt, MD  
Resident          
Department of Radiology, University Hospital, LMU Munich       

Semi-automatic MRI Feature Assessment In Small- And Medium Volume Benign Prostatic Hyperplasia After Prostatic Artery Embolization       
Interventional

Markus Wennmann, MD          
Resident          
German Cancer Research Center           
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
Multisystem

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

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

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

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

Shamrez Haider, BS     
Medical Student           
The University of Texas Southwestern Medical Center   
Kypho-scoliosis In Neurofibromatosis Type 1 On Whole Body Mri: Frequency And Association With Intraspinal And Paraspinal Lesions And Tumors.     
Musculoskeletal

Michal Eifer, MD          
Resident          
Department of Diagnostic Imaging, Chaim Sheba Medical Center
Axillary Lymph Node FDG PET/CT Uptake Post Covid-19 Mrna Vaccination And Its Association With Age And Immune Status    
Nuclear Medicine/Molecular Imaging

Vineel Inampudi, MD   
Fellow 
Health Care Global Cancer Hospital       
Ga-68 FAPI Imaging Versus FDG-PET Imaging In Hepatocellular Carcinoma       
Nuclear Medicine/Molecular Imaging

Meijuan He     
Medical Student           
Department of Radiology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine 
Poly(n-vinyl Caprolactam) Nanogels Conjugated With Mno2 And Cytosine-phosphorothioate-guanine Oligodeoxynucleotides For Radiotherapy Of Orthotopic Glioblastoma
Nuclear Medicine/Molecular Imaging

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

Wolfgang Kunz, MD     
Fellow 
Department of Radiology, University Hospital, LMU Munich       
Cost-Effectiveness Of Endovascular Thrombectomy In Childhood Stroke: An Analysis From The Save Childs Study          
Noninterpretive Skills/Practice Management

Aditya Khurana, BS      
Medical Student                       
Department of Radiology, Mayo Clinic Alix School of Medicine, Mayo Clinic Arizona
Mismatch Between Supply Of Radiologists And Need For Imaging Services By US Geographic Region And State, From 2012-2018         
Noninterpretive Skills/Practice Management

Niklas Joern Tillmanns 
Medical Student           
Yale School of Medicine, Department of Radiology and Biomedical Imaging        
Measuring Adherence To Tripod Of Artificial Intelligence Papers In The Glioma Segmentation  
Neuroradiology

Akitoshi Inoue, MD, PhD          
Fellow 
Mayo Clinic      
Pilot Study To Evaluate The Feasibility Of Replacing Conventional Head CT Images With A Single Series Of Thin-slice, Low-noise Images Created Using A Multi-kernel Synthesis Method
Neuroradiology

Anjuna Reghunath, MD, MBBS 
Resident          
Vardhman Mahavir Medical College and Safdarjung Hospital     
Role Of Shear Wave Elastography In Assessment Of Hypoxic Ischemic Injury (HII) In Preterm Neonates 
Neuroradiology

Nara Savoye Higano, PhD        
Resident          
Cincinnati Children's Hospital Medical Center    
Hyperinflation Is More Clinically Relevant Than Hyperdensity In Neonatal Lung Disease Of Prematurity Via 3D MRI      
Pediatric

Edward Wang  
Medical Student           
University of Western Ontario  
MRI-based Radiomics And Machine Learning For Ependymoma: An International Study
Pediatric

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

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

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

Garvit Devmohan Khatri, MBBS
Fellow             
University of Washington
Fetal Weight Percentile Curves Are Significantly Skewed          
Reproductive Imaging

Jing Ren, MD   
Medical Student                       
Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences
Noninvasive Magnetic Resonance Imaging-derived Radiomics Analysis Improves Pretreatment Identification Of Multimodality Therapy Candidates In Early-stage Cervical Cancer   
Reproductive Imaging

Hainan Ren, BMedSc   
Medical Student                       
Department of Diagnostic Radiology, Tohoku University, Graduate School of Medicine
The Texture Model Of “Coronal And Sagittal” Planes On T2wi Could Accurately Predict Placenta Accreta Spectrum       
Reproductive Imaging

Maguy Farhat, MD       
Resident          
University of Texas MD Anderson Cancer Center
Computational Models Forecasting Response Of High-grade Glioma During Adaptive Radiation
Radiation Oncology

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

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

Christine Elizabeth Boone, MD, PhD     
Resident          
UC San Diego Health, Department of Radiology 
4D Flow MR Imaging For Characterization Of Abdominopelvic Venous Flow In Pelvic Venous Disease    
Vascular

Sophie You, BA
Medical Student           
University of California, San Diego        
Deep Learning Automated Phase Error Correction For Abdominopelvic 4D Flow MRI     
Vascular

Fides Schwartz, MD     
Fellow             
Duke University (Health System), Department of Radiology
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          
Vascular