Author

Christopher Lee

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Preprint Aug 2026

Tracing the Heart: An Evidence-Linked Pipeline for Heart-Failure Feature Engineering

The Nimblemind Multi-Agent System is developed, an evidence-linked, rubric-grounded pipeline for automated heart-failure feature engineering, and evaluation was limited to a single-institution cohort and external validation is needed, demonstrating the feasibility of automated, auditable feature engineering for complex...

Soorya Ram Shimgekar, Michelle Hu, Dorisa Shehi et al. · 0 citations

Jun 2026

A Clinically Interpretable AI System for Real-Time Quality Control of Transthoracic Echocardiography: Development, Validation, and Deployment.

A comprehensive AI system that provides accurate, immediate, and interpretable feedback on echocardiographic quality is successfully developed and clinically deployed, demonstrating strong potential to standardize image acquisition, enhance diagnostic confidence, and improve the efficiency of both clinical practice and...

Zhongqing Shi, Hanlin Cheng, Zhanru Qi et al. · Journal of the American Soci... · 0 citations