Aline Pedroso, PhD
Associate Research ScientistAbout
Titles
Associate Research Scientist
Lead, Scientific Operations, Cardiovascular Data Science (CarDS) Lab
Biography
Dr. Aline Pedroso is an epidemiologist and is the Lead for Scientific Operations at the Cardiovascular Data Science (CarDS) Lab at the Yale School of Medicine. Her research focuses on large-scale studies on cardiovascular risk assessment, particularly in low-resource settings. She also works on studying existing and emerging practices and health policies and their effectiveness in improving patient outcomes. In addition, as the operations lead at the CarDS Lab, she is involved in the design and execution of multicenter studies that deploy digital health and artificial intelligence tools for improving the detection and prognostication of cardiovascular diseases. She manages a broad research portfolio at the CarDS Lab, working with a large interdisciplinary team of clinician-scientists and data scientists for the design of innovative health technologies, and manages partnerships with academic, pharmaceutical, and industry partners.
Departments & Organizations
Education & Training
- Postdoctoral Research Associate
- Cardiovascular Data Science (CarDS) Lab (2024)
- PhD
- Federal University of Sao Joao del Rei, Health Sciences (2024)
- Postgraduate Associate
- Cardiovascular Data Science (CarDS) Lab (2023)
- MS
- Federal University of Sao Joal del Rei, Health Sciences (2019)
- BSc
- Federal University of Vales do Jequitinhonha e Mucuri, Pharmacy (2014)
Research
Publications
2026
Wearable Devices and Data Sharing in the US
Pedroso A, Dhingra L, Aminorroaya A, Khera R. Wearable Devices and Data Sharing in the US. JAMA Network Open 2026, 9: e2617733. PMID: 42268609, PMCID: PMC13254737, DOI: 10.1001/jamanetworkopen.2026.17733.Peer-Reviewed Original ResearchThe Evolving Utility of Artificial Intelligence-Based Tools for the Detection of Heart Failure and Cardiomyopathies: From Potential to Implementation
Croon P, Dhingra L, Pedroso A, Khera R. The Evolving Utility of Artificial Intelligence-Based Tools for the Detection of Heart Failure and Cardiomyopathies: From Potential to Implementation. Current Heart Failure Reports 2026, 23: 25. PMID: 42165933, DOI: 10.1007/s11897-026-00764-x.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsReal-world evidence for comparative safety of second-line antihyperglycemic agents in older adults with type 2 diabetes
Kim C, Bu F, Blacketer C, Ostropolets A, Duarte-Salles T, Viernes B, Falconer T, Pistillo A, Li J, Yin C, Van Zandt M, Nagy P, Nishimura A, Minty E, You S, Sawano M, Sawano S, Jeon J, Aminorroaya A, Dhingra L, Pedroso A, Thangaraj P, Dorr D, Pratt N, Man K, Lau W, Morales D, Khera R, Schuemie M, Ryan P, Hripcsak G, Krumholz H, Suchard M, Lu Y. Real-world evidence for comparative safety of second-line antihyperglycemic agents in older adults with type 2 diabetes. Nature Communications 2026, 17: 7195. PMID: 41935054, PMCID: PMC13396638, DOI: 10.1038/s41467-026-71307-0.Peer-Reviewed Original ResearchWearable-Echo-FM: an ECG echo foundation model for 1-lead electrocardiography
Knight E, Oikonomou E, Aminorroaya A, Pedroso A, Khera R. Wearable-Echo-FM: an ECG echo foundation model for 1-lead electrocardiography. European Heart Journal - Digital Health 2026, 7: ztag049. PMID: 42077383, PMCID: PMC13131981, DOI: 10.1093/ehjdh/ztag049.Peer-Reviewed Original ResearchArtificial intelligence-enabled electrocardiography to triage echocardiography for structural heart disease diagnosis in a low-resource setting
Pedroso A, Nascimento B, Dhingra L, Shankar S, Vinhal W, Borges e Reges R, Cardoso C, Sable C, Ribeiro A, Khera R. Artificial intelligence-enabled electrocardiography to triage echocardiography for structural heart disease diagnosis in a low-resource setting. American Journal Of Preventive Cardiology 2026, 27: 101539. PMID: 42291046, PMCID: PMC13261225, DOI: 10.1016/j.ajpc.2026.101539.Peer-Reviewed Original ResearchArtificial Intelligence-enhanced Electrocardiography for Heart Failure Screening and Risk Stratification
Dhingra L, Croon P, Batinica B, Aminorroaya A, Pedroso A, Khera R. Artificial Intelligence-enhanced Electrocardiography for Heart Failure Screening and Risk Stratification. Current Heart Failure Reports 2026, 23: 10. PMID: 41838300, DOI: 10.1007/s11897-026-00748-x.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsA real-world evaluation of longitudinal healthcare expenses in a health system registry of type-2 diabetes mellitus and cardiovascular disease enabled by the 21st century cures act
Dhingra L, Pedroso A, Aminorroaya A, Rajpura J, Mehanna S, Tonnu-Mihara I, Khera R. A real-world evaluation of longitudinal healthcare expenses in a health system registry of type-2 diabetes mellitus and cardiovascular disease enabled by the 21st century cures act. American Journal Of Preventive Cardiology 2026, 25: 101425. PMID: 41767452, PMCID: PMC12946900, DOI: 10.1016/j.ajpc.2026.101425.Peer-Reviewed Original ResearchFollow-Up Assessment of Adherence to Methodological Standards in National Inpatient Sample Research
Dhingra L, Pedroso A, Aminorroaya A, Caraballo C, Mahajan S, Bansal B, Krumholz H, Khera R. Follow-Up Assessment of Adherence to Methodological Standards in National Inpatient Sample Research. JAMA Network Open 2026, 9: e2555753. PMID: 41591780, PMCID: PMC12848622, DOI: 10.1001/jamanetworkopen.2025.55753.Peer-Reviewed Original Research
2025
Evaluating the Accessibility of Transcatheter and Surgical Aortic Valve Replacement Across the US Via Driving-Times
Kapadia S, Shen M, Hanna J, Wheelock K, Pedroso A, Vora A, Dhingra L, Aminorroaya A, Khera R. Evaluating the Accessibility of Transcatheter and Surgical Aortic Valve Replacement Across the US Via Driving-Times. The American Journal Of Cardiology 2025, 262: 61-67. PMID: 41475454, DOI: 10.1016/j.amjcard.2025.12.007.Peer-Reviewed Original ResearchCardiovascular risk stratification without recalibration: A comparative study of the PREVENT and WHO risk scores in a multiethnic Brazilian cohort
Pedroso A, Brant L, Ribeiro A, Barreto S, Figueiredo R, Khera R. Cardiovascular risk stratification without recalibration: A comparative study of the PREVENT and WHO risk scores in a multiethnic Brazilian cohort. American Journal Of Preventive Cardiology 2025, 25: 101392. PMID: 41613350, PMCID: PMC12849047, DOI: 10.1016/j.ajpc.2025.101392.Peer-Reviewed Original Research
Academic Achievements & Community Involvement
News
News
- June 30, 2026
Wearables, Social Media, and What They Mean for the Doctor-Patient Relationship
- April 28, 2026
Choosing Safer Diabetes Medications for Older Adults
- January 23, 2025
New AI Tool Identifies Risk of Future Heart Failure
- November 05, 2024
Yale Researchers at American Heart Association Scientific Session 2024
Get In Touch
Contacts
Locations
CarDS Lab
Academic Office
195 Church Street, Fl 6th
New Haven, CT 06510