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Dorisa Shehi

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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

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