Computer methods in biomechanics and biomedical engineering
Early cardiovascular disease detection using hierarchical quantum ensemble model.
Kian Lun Soon, Wai Leong Pang, Hui Hwang Goh, Yee Wai Sim, Swee King Phang, Hui Leng Choo, Lam Tatt Soon, Nai Shyan Lai
Published: 202610.1080/10255842.2025.2612536
Abstract
To mitigate the limitations of Light Gradient Boosting Machine (LightGBM) in processing heterogeneous cardiovascular disease (CVD) data, a Hierarchical Quantum Ensemble Model (HQEM) is proposed. This architecture deploys a Quantum Neural Network (QNN…
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