Work

Echo Chambers: Bias and Representation in Cardiac Imaging Datasets for Artificial Intelligence

Year: 2026

Type: review

Source: Current Cardiology Reports

DOI: 10.1007/s11886-026-02406-z

Authors: Rahul Gorijavolu, Nikhil Jaiswal, Jayanth S. Pratap, Kaushik Madapati, María del Pilar Arias López, Marianna Leite, Denise Priscila Muwanguzi, Nura Izath, Konrad Samsel, Ifeoluwa T. Shoyombo, Leo Anthony Celi

Institutions: Johns Hopkins University, Massachusetts Institute of Technology, McGill University, University of California, Berkeley, Hospital General de Niños Ricardo Gutierrez, Sociedad Argentina de Terapia Intensiva, Universidade de São Paulo, Santa Marcelina Colégio São Paulo, Faculdade Santa Marcelina, Uganda Christian University, Mbarara University of Science and Technology, University of Toronto, Beth Israel Deaconess Medical Center, Harvard University

Language: English

Topic: Artificial Intelligence in Healthcare and Education

Subfield: Health Informatics

Field: Medicine

Domain: Health Sciences

SDGs: Reduced inequalities, Good health and well-being

Open Access status: closed

OpenAlex ID: W7204852077

FWCI: 0.448

Cites: 124

Cited by: 1

Related to: 10