Publications

• Confidence-Aware Severity Assessment of Lung Disease from Chest X-Rays Using Deep Neural Network on a Multi-Reader Dataset.
  J Imaging Inform Med Volume: 38 Page(s): 793 - 803
  04/01/2025 Authors: Zandehshahvar M; van Assen M; Kim E; Kiarashi Y; Keerthipati V; Tessarin G; Muscogiuri E; Stillman AE; Filev P; Davarpanah AH
• Contemporary Use of Prophylactic Inferior Vena Cava Filters in Patients With Severe Traumatic Injuries and High Thromboembolic Event Risk.
  J Am Coll Radiol Volume: 21 Page(s): 712 - 720
  05/01/2024 Authors: Ryce AL; Lee SJ; Ahmed O; Majdalany BS; Kokabi N
• Prophylactic IVC filter placement in patients with severe intracranial, spinal cord, and orthopedic injuries at high thromboembolic event risk: A utilization and outcomes analysis of the National Trauma Data Bank.
  Clin Imaging Volume: 91 Page(s): 134 - 140
  11/01/2022 Authors: Lee SJ; Fan S; Guo M; Majdalany BS; Newsome J; Duszak R; Gichoya J; Benjamin ER; Kokabi N
• COVID-19 pneumonia chest radiographic severity score: variability assessment among experienced and in-training radiologists and creation of a multireader composite score database for artificial intelligence algorithm development.
  Br J Radiol Volume: 95 Page(s): 20211028
  06/01/2022 Authors: van Assen M; Zandehshahvar M; Maleki H; Kiarashi Y; Arleo T; Stillman AE; Filev P; Davarpanah AH; Berkowitz EA; Tigges S
• Utilization and Comparative Effectiveness of Uterine Artery Embolization versus Hysterectomy for Severe Postpartum Hemorrhage: A National Inpatient Sample Study.
  J Vasc Interv Radiol Volume: 33 Page(s): 427 - 435.e4
  04/01/2022 Authors: Webster LA; Newsome J; Guo M; Lee S; Majdalany BS; Gichoya J; Platner M; Garcia-Reyes K; Duszak R; Liu Y
• Evaluating the Performance of a Convolutional Neural Network Algorithm for Measuring Thoracic Aortic Diameters in a Heterogeneous Population.
  Radiol Artif Intell Volume: 4 Page(s): e210196
  03/01/2022 Authors: Monti CB; van Assen M; Stillman AE; Lee SJ; Hoelzer P; Fung GSK; Secchi F; Sardanelli F; De Cecco CN
• Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma.
  J Biomed Semantics Volume: 13 Page(s): 8
  02/23/2022 Authors: Tariq A; Kallas O; Balthazar P; Lee SJ; Desser T; Rubin D; Gichoya JW; Banerjee I
• Cardiac Magnetic Resonance Tissue Characterization in Ischemic Cardiomyopathy.
  J Thorac Imaging Volume: 37 Page(s): 2 - 16
  01/01/2022 Authors: Muscogiuri G; Ricci F; Scafuri S; Guglielmo M; Baggiano A; De Stasio V; Di Donna C; Spiritigliozzi L; Chiocchi M; Lee SJ
• Utilizing Fully Automated Abdominal CT-Based Biomarkers for Opportunistic Screening for Metabolic Syndrome in Adults Without Symptoms.
  AJR Am J Roentgenol Volume: 216 Page(s): 85 - 92
  01/01/2021 Authors: Pickhardt PJ; Graffy PM; Zea R; Lee SJ; Liu J; Sandfort V; Summers RM
• A Scalable Natural Language Processing for Inferring BT-RADS Categorization from Unstructured Brain Magnetic Resonance Reports.
  J Digit Imaging Volume: 33 Page(s): 1393 - 1400
  12/01/2020 Authors: Lee SJ; Weinberg BD; Gore A; Banerjee I
• Artificial intelligence in cardiac radiology.
  Radiol Med Volume: 125 Page(s): 1186 - 1199
  11/01/2020 Authors: van Assen M; Muscogiuri G; Caruso D; Lee SJ; Laghi A; De Cecco CN
• Automated Abdominal CT Imaging Biomarkers for Opportunistic Prediction of Future Major Osteoporotic Fractures in Asymptomatic Adults.
  Radiology Volume: 297 Page(s): 64 - 72
  10/01/2020 Authors: Pickhardt PJ; Graffy PM; Zea R; Lee SJ; Liu J; Sandfort V; Summers RM
• Artificial intelligence from A to Z: From neural network to legal framework.
  Eur J Radiol Volume: 129 Page(s): 109083
  08/01/2020 Authors: van Assen M; Lee SJ; De Cecco CN
• Automated CT biomarkers for opportunistic prediction of future cardiovascular events and mortality in an asymptomatic screening population: a retrospective cohort study.
  Lancet Digit Health Volume: 2 Page(s): e192 - e200
  04/01/2020 Authors: Pickhardt PJ; Graffy PM; Zea R; Lee SJ; Liu J; Sandfort V; Summers RM
• Opportunistic Osteoporosis Screening at Routine Abdominal and Thoracic CT: Normative L1 Trabecular Attenuation Values in More than 20 000 Adults.
  Radiology Volume: 291 Page(s): 360 - 367
  05/01/2019 Authors: Jang S; Graffy PM; Ziemlewicz TJ; Lee SJ; Summers RM; Pickhardt PJ
• Population-based opportunistic osteoporosis screening: Validation of a fully automated CT tool for assessing longitudinal BMD changes.
  Br J Radiol Volume: 92 Page(s): 20180726
  02/01/2019 Authors: Pickhardt PJ; Lee SJ; Liu J; Yao J; Lay N; Graffy PM; Summers RM
• Accuracy of liver surface nodularity quantification on MDCT for staging hepatic fibrosis in patients with hepatitis C virus.
  Abdom Radiol (NY) Volume: 43 Page(s): 2980 - 2986
  11/01/2018 Authors: Lubner MG; Jones D; Said A; Kloke J; Lee S; Pickhardt PJ
• Fully automated segmentation and quantification of visceral and subcutaneous fat at abdominal CT: application to a longitudinal adult screening cohort.
  Br J Radiol Volume: 91 Page(s): 20170968
  09/01/2018 Authors: Lee SJ; Liu J; Yao J; Kanarek A; Summers RM; Pickhardt PJ
• Future Osteoporotic Fracture Risk Related to Lumbar Vertebral Trabecular Attenuation Measured at Routine Body CT.
  J Bone Miner Res Volume: 33 Page(s): 860 - 867
  05/01/2018 Authors: Lee SJ; Graffy PM; Zea RD; Ziemlewicz TJ; Pickhardt PJ
• CT texture features of liver parenchyma for predicting development of metastatic disease and overall survival in patients with colorectal cancer.
  Eur Radiol Volume: 28 Page(s): 1520 - 1528
  04/01/2018 Authors: Lee SJ; Zea R; Kim DH; Lubner MG; Deming DA; Pickhardt PJ
• Prevalence of Vertebral Compression Fractures on Routine CT Scans According to L1 Trabecular Attenuation: Determining Relevant Thresholds for Opportunistic Osteoporosis Screening.
  AJR Am J Roentgenol Volume: 209 Page(s): 491 - 496
  09/01/2017 Authors: Graffy PM; Lee SJ; Ziemlewicz TJ; Pickhardt PJ
• Predicting Future Hip Fractures on Routine Abdominal CT Using Opportunistic Osteoporosis Screening Measures: A Matched Case-Control Study.
  AJR Am J Roentgenol Volume: 209 Page(s): 395 - 402
  08/01/2017 Authors: Lee SJ; Anderson PA; Pickhardt PJ
• CT angiography in the setting of suspected acute mesenteric ischemia: prevalence of ischemic and alternative diagnoses.
  Abdom Radiol (NY) Volume: 42 Page(s): 1152 - 1161
  04/01/2017 Authors: Henes FO; Pickhardt PJ; Herzyk A; Lee SJ; Motosugi U; Derlin T; Lubner MG; Adam G; Schn G; Bannas P
• Opportunistic screening for osteoporosis using the sagittal reconstruction from routine abdominal CT for combined assessment of vertebral fractures and density.
  Osteoporos Int Volume: 27 Page(s): 1131 - 1136
  03/01/2016 Authors: Lee SJ; Binkley N; Lubner MG; Bruce RJ; Ziemlewicz TJ; Pickhardt PJ
• Appearance of cholinergic myenteric neurons during enteric nervous system development: comparison of different ChAT fluorescent mouse reporter lines.
  Neurogastroenterol Motil Volume: 26 Page(s): 874 - 884
  06/01/2014 Authors: Erickson CS; Lee SJ; Barlow-Anacker AJ; Druckenbrod NR; Epstein ML; Gosain A