Lubaina Ehsan
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Also affiliated: Aga Khan University (2017–2022); Arkansas Children's Hospital (2025–2026); Western Michigan University (2022–2025); Aga Khan University Hospital (2017–2018); University of Virginia (2019–2024)
Research Areas
Biomedical Subjects
Links
Biography and Research Information
OverviewAI-generated summary
Lubaina Ehsan's research interests include the application of machine learning and artificial intelligence to medical diagnostics, particularly in the analysis of histopathology and whole slide images. Her work has focused on developing and evaluating deep learning models for classifying tissue samples to identify conditions such as dysplastic Barrett's esophagus. Ehsan has also investigated the use of machine learning to predict infant growth based on early life factors and systemic inflammatory biomarkers. Her research extends to understanding the mechanisms of enteropathies, including environmental enteric dysfunction, through bile acid profiling and genomic analysis. She has published extensively on these topics, with a notable body of work in medical imaging and disease mechanisms. Ehsan's scholarship metrics include an h-index of 15 and over 700 citations across her publications.
Metrics
- h-index: 17
- Publications: 72
- Citations: 797
Selected Publications
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Changes in the Pediatric-Adult Academic Subspecialists Compensation Gap (2026)
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Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways (2026)
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Pediatric Heart Transplantation: A Progress Report (2025)
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The Assistant Professor Pay Gap: A Hidden Contributor to the Pediatric Subspecialty Workforce Crisis? (2025)
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Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways (2025)
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When High-Risk Ductal Stenting Goes Wrong: Use of Percutaneous VV ECMO Support and Acute Left Pulmonary Artery Loss (2025)
Collaboration Network
Top Collaborators
- The Assistant Professor Pay Gap: A Hidden Contributor to the Pediatric Subspecialty Workforce Crisis?
- Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways
- Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways
- The Assistant Professor Pay Gap: A Hidden Contributor to the Pediatric Subspecialty Workforce Crisis?
- When High-Risk Ductal Stenting Goes Wrong: Use of Percutaneous VV ECMO Support and Acute Left Pulmonary Artery Loss
- Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways
- Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways
- Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways
- Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways
- Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways
- Pediatric Heart Transplantation: A Progress Report
- When High-Risk Ductal Stenting Goes Wrong: Use of Percutaneous VV ECMO Support and Acute Left Pulmonary Artery Loss
- When High-Risk Ductal Stenting Goes Wrong: Use of Percutaneous VV ECMO Support and Acute Left Pulmonary Artery Loss
- When High-Risk Ductal Stenting Goes Wrong: Use of Percutaneous VV ECMO Support and Acute Left Pulmonary Artery Loss
- Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways
- Lifetime Earnings in Pediatric Cardiology: A Net Present Value Analysis of Academic and Private Practice Pathways
- The Assistant Professor Pay Gap: A Hidden Contributor to the Pediatric Subspecialty Workforce Crisis?
- The Assistant Professor Pay Gap: A Hidden Contributor to the Pediatric Subspecialty Workforce Crisis?
- Pediatric Heart Transplantation: A Progress Report
- Pediatric Heart Transplantation: A Progress Report
- Pediatric Heart Transplantation: A Progress Report
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