Eduardo Mortani-Barbosa, Jr., MD
Radiology
Accepting new patients
Sees patients age 18 and up
Penn Medicine Provider
About me
- Associate Professor of Radiology at the Hospital of the University of Pennsylvania
My education and training
- Medical School: University of Sao Paulo
- Residency: University of Sao Paulo
- Fellowship: University of Sao Paulo
- Fellowship: University of Pennsylvania Health System
Spoken languages
English
English
Insurance accepted
Please contact the practice and/or the member services department of your insurance company for specific details before receiving services. Providers may participate in some, but not all, products offered by a health plan; providers may also accept plans at some practice locations but not others.
- Aetna Advantra Cares D-SNP
- Aetna Advantra Credit Value
- Aetna Advantra Eagle HMO
- Aetna Advantra Eagle POS
- Aetna Advantra Premier Plus PPO
- Aetna Advantra Value
- Aetna Advantra Value Plus
- Aetna APCN Plus (Multi-Tier)
- Aetna Better Health Kids (CHIP) - DH Only
- Aetna Flexible Five
- Aetna Freedom Core
- Aetna Gold
- Aetna HMO
- Aetna Philly Prime
- Aetna POS
- Aetna PPO APCN
- Aetna Premier
- Aetna Premier Plus
- Aetna Savings Plus
- Aetna Signature Administrators
- Aetna Student Health Plan PPO
- Aetna Upfront Advantage
- First Health HMO
- First Health POS
- First Health PPO
- Meritain - Aramark (Other)
- Meritain - Aramark (Pennsylvania Premier Medical Plan)
- Americhealth Caritas of PA VIP - LGH Only
- Amerihealth Caritas (Transplant patients only)
- Amerihealth Caritas of PA - LGH Only
- Amerihealth of NJ Core
- Amerihealth of NJ Enhanced
- Amerihealth of NJ HMO
- Amerihealth of NJ Local Value
- Amerihealth of NJ POS
- Amerihealth of NJ PPO
- Amerihealth of NJ Regional Preferred
- Amerihealth of NJ Secure
- Amerihealth of NJ Ultimate (PPO)
- Centivo EPO
- Cigna Healthcare EPO
- Cigna Healthcare HMO
- Cigna Healthcare POS
- Cigna Healthcare PPO
- Claim Watcher (Homestead/ INDECs) Open Access
Penn Medicine hospital privileges
- Hospital of the University of Pennsylvania: Has privileges to treat patients in the hospital.
- Pennsylvania Hospital: Has privileges to treat patients in the hospital.
- Penn Presbyterian Medical Center: Has privileges to treat patients in the hospital.
- Penn Medicine Rittenhouse Long-Term Acute Care Hospital
- Chester County Hospital: Has privileges to treat patients in the hospital.
Qualifications and experience
- Diagnostic Radiology, 2012
- American College of Radiology (ACR), National
- American Roentgen Ray Society (ARRS), National
- Brazilian College of Radiology – "Colégio Brasileiro de Radiologia" (CBR), National
- European Society of Radiology (ESR), International
- European Society of Thoracic Imaging (ESTI), International
- Pennsylvania Radiological Society (PRS), Local
- Radiological Society of North America (RSNA), International
- Society of Thoracic Radiology (STR), National
Treatments and conditions
Research
Publications
Tianyu Han, Riga Wu, Yu Tian, Firas Khader, Lisa C. Adams, Keno K. Bressem, Christos Davatzikos, Jakob Nikolas Kather, Li Shen, David A. Mankoff, Eduardo Mortani Barbosa Jr, and Daniel Truhn CLEAR: An Auditable Foundation Model for Radiology Grounded in Clinical Concepts , Nature Biomedical Engineering: 2026
Eduardo Mortani Barbosa Jr Novel AI strategy of combining large dataset training, population specific retraining and confidence estimation to improve pulmonary nodule malignancy risk assessment , European Society of Thoracic Imaging Annual Meeting: 2026
Eduardo Mortani Barbosa Jr, Justin Shanahan, Alex Rupsee Combined feature sets of quantitative CT variables and clinical variables can outperform each set alone for AI driven classification of ILD (interstitial lung disease) against the gold standard MDD (multidisciplinary consensus) diagnosis , European Society of Thoracic Imaging Annual Meeting: 2026
Isabelle Christina Pappas, Quincy A. Hathaway, Hubert A. Gbate, Yashbir Singh, Elena Ghotbi, Friedrich D. Knollmann, Eduardo M. Barbosa Jr., Achala Donuru, Dongming Xu A 10-Year Comprehensive, Single-Center, Retrospective Analysis on Juxtapleural Nodules: Insights into Classification and Risk , Diagnostics: 2026
Mortani Barbosa EJ Jr. Radiologist fit in artificial intelligence–powered radiology services that are radiologist centered and patient centered: making radiologists relevant, valuable, and credible , ARRS (American Roentgen Ray Society): 2026
Zou C, Mankowski W, Pantalone L, Horng H, Setia Verma S, Mortani Barbosa EJ Jr, Cook TS, Noel PB, Carpenter EL, Thompson JC, Shinohara RT, Roshkovan L, Katz SI, Kontos D Transformer-based Fusion of Longitudinal Multimodal Radiomic Features from Chest Radiography and CT in COVID-19 , Radiology Artificial Intelligence , e240218: 2026
Tianyu Han, Riga Wu, Yu Tian, Firas Khader, Lisa C. Adams, Keno K. Bressem, Christos Davatzikos, Jakob Nikolas Kather, Li Shen, David A. Mankoff, Eduardo Mortani Barbosa Jr, and Daniel Truhn CLEAR: An Auditable Foundation Model for Radiology Grounded in Clinical Concepts , MedRxiv: 2026
Mortani Barbosa EJ Jr, Kim Y, Zhang Y, Setio AAA, Mellot F, Grenier PA, Zimmermann M, Georgescu B, Grbic S, Gefter WB Deep Learning–Based Pulmonary Nodule Risk Assessment Outperforms Established Malignancy Risk Scores in Lung Cancer Screening , Radiology Advances, 3(1): 2026
EB A novel AI strategy of combining large dataset training, population specific retraining and confidence estimation to improve classification performance in estimating pulmonary nodule malignancy risk , RSNA Annual Meeting, Chicago, IL: 2025
Eduardo Mortani Barbosa Jr, Yohan Kim, Warren Gefter, Bodgan Georgescu, Yanbo Zhang, Sasa Gbric Challenges in Generalizing DL Models for Lung Nodule Classification: Insights from Screening and High-Risk Biopsy-Proven Cohorts , European Society of Thoracic Imaging Annual Meeting: 2025