Description of Research Expertise
Quantitative and Functional Cardiothoracic Imaging, with emphasis in diffuse lung diseases (ILD, COPD, BOS)
Clinical Implementation of Artificial Intelligence Algorithms
Health Services Research focusing on Optimization of Cardiothoracic Structured Reporting and CT Protocols
Risk Predictive Models and Thoracic Oncology
Lung Cancer Screening and Overdiagnosis
Clinical Research in Pulmonary Hypertension, Pulmonary Embolism, Thoracic Trauma
Selected Publications
Wang Z, Mortani Barbosa EJ Jr: Socioeconomic factors and clinical context can predict adherence to incidental pulmonary nodule follow-up via machine learning models J Am Coll Radiol 2024 Mar 8 (S1546-1440(24)00274-6): 2024.
Araki T, Tham WP, Nachiappan AC, Donuru A, Simpson SA, Barbosa EJM Jr, Torigian DA: Atypical morphologies of thymic hyperplasia on CT and MRI Mediastinum (7:AB006): 2023.
Donuru A, Araki T, Dako F, Dave JK, Perez RP, Xu D, Nachiappan A, Barbosa EM Jr, Noel P, Litt H, Knollman F: Photon-counting detector CT allows significant reduction in radiation dose while maintaining image quality and noise on non-contrast chest CT Eur J Radiol Open 2023 Nov 10 (11:100538): 2023.
Tetsuro Araki, Wei Ping Tham, Arun C. Nachiappan, Achala Donuru, Scott A. Simpson, Eduardo Jose Mortani Barbosa JR, Drew A. Torigian: Atypical Morphologies of Thymic Hyperplasia on CT and MRI ITMIG 2023 : 2023.
Chunrui Zou, Walter Mankowski, Lauren Pantalone, Shefali Setia Verma, Eduardo J. Mortani Barbosa Jr., Tessa S. Cook, Peter B. Noel, Erica L. Carpenter, Jeffrey C. Thompson, Russell T. Shinohara, Sharyn I. Katz, Despina Kontos: A radiomics-based model for the outcome prediction in COVID-19 positive patients through deep learning with both longitudinal chest x-ray and chest computed tomography images Proc. SPIE 12465, Medical Imaging 2023: Computer-Aided Diagnosis : 2023.
Hwan Lee, Christina Murphy, Eduardo J. Mortani Barbosa Jr.: Prediction of Complication Risk in CT-guided Thoracic Biopsy: A Prescription for Improving Procedure Safety Journal of Thoracic Imaging 38 (2): 88-96,2023.
Chunrui Zou, Walter Mankowski, Lauren Pantalone, , Shefali Setia Verma, Eduardo J. Mortani Barbosa Jr., Tessa S. Cook, Peter B. Noel, Erica L. Carpenter, Jeffrey C. Thompson, Russell T. Shinohara, Sharyn I. Katz, Despina Kontos: Comprehensive Longitudinal Multimodal Analysis Framework for Electronic Medical Records Based on Deep Learning MICCAI 2023 : 2023.
Haghighi B, Horng H, Noel PB, Cohen EA, Pantalone L, Vachani A, Rendle KA, Wainwright J, Saia C, Shinohara RT, Barbosa EM Jr, Kontos D: Radiomic phenotyping of the lung parenchyma in a lung cancer screening cohort Scientific Reports : 13(1):2040,2023.
Achala Donuru; Eduardo M. Barbosa Jr; Farouk Dako; Tetsuro Araki: Photon-Counting Detector CT Allows Significant Reduction in Radiation Dose While Maintaining Image Quality and Noise on Non-contrast Chest CT RSNA 2022 annual meeting : 2022.
Achala Donuru, Tetsuro Araki, Farouk Dako, Peter B Noel, Eduardo J. Mortani Barbosa Jr., Harold Litt, Friedrich Knollman: Photon-Counting Detector CT Allows Significant Reduction in Radiation Dose While Maintaining Image Quality and Noise on Non-contrast Chest CT RSNA 2022 annual meeting : 2022.
Academic Contact Information
University of Pennsylvania Perelman School of Medicine
Department of Radiology - Division of Thoracic Imaging
3400 Spruce Street
Ground Floor, Founders Building
Philadelphia,
PA
19104
Phone: 215-662-3036