Author

Sadeer G. Al-Kindi

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Open access Oct 2026

Algorithmic Guardrails for Echocardiography AI

Background Automated echocardiography analysis using artificial intelligence (AI) currently lacks effective guardrails or oversight mechanisms to ensure its safe and reliable deployment. Objectives This study investigated whether deep feature representations can identify echocardiograms at risk of misinterpretation by...

Krish Kabra, Sadeer G. Al-Kindi, G. Balakrishnan · JACC: Advances · 0 citations

Review Aug 2026

Assessing Differences Between Epigenetic versus Chronologic Age for Cardiovascular Risk Assessments in the United States.

Background: Epigenetic clocks derived from DNA methylation estimate biological aging and have been associated with cardiometabolic death. We evaluated whether substituting epigenetic age for chronologic age within PREVENT altered associations with all-cause and cardiovascular mortality or improved discrimination. Metho...

Ramzi Ibrahim, B. Tamarappoo, Kwan S. Lee et al. · Circulation. Population heal... · 0 citations

Open access Aug 2026

Associations of PM2.5 exposure with diabetes-related mortality for California residents

Higher ambient PM2.5 exposure was associated with increased odds of diabetes-related mortality in California even after adjustment for NO2 and other impact factors, and these findings support the need for continued strengthening of ambient air quality regulations.

Richy Zheng, Jason G. Su, E. Shahriary et al. · Frontiers in Public Health · 0 citations