Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG

Published: 01 Jan 2024, Last Modified: 26 May 2025Inf. Sci. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Heuristic algorithms are applied for Electrocardiogram graph structure learning.•Node-embedding GraphSAGE is employed to enhance model continuously in searching.•Honest-GE further shows superiority over existing methods with similar parameters.•Honest-GE achieves competent performance against representative large models.•Result corroborate with medical knowledge and provide advice for lead selection.
Loading