SEP 4, 2026 · PREPRINT
A Hybrid Predictive Ensemble of Machine Learning and Deep Neural Networks for Early Cardiovascular Disease Risk Assessment
arXiv
An unvalidated machine learning framework evaluated on retrospective datasets without clinical outcomes, prospective validation, or comparison to established risk scores; no peer review reported.
PreliminaryBalaji Venkateswaran
Study details
DesignComputational framework evaluation on retro…
InterventionHybrid ensemble classifier integrating Supp…
ComparatorUnspecified 'conventional methods' for card…