Computers in biology and medicine
A hybrid hierarchical transformer model for ECG classification and age prediction.
Pedro Dutenhefner, Turi Rezende, José Geraldo Fernandes, Diogo Tuler, Gabriela M M Paixão, Gisele Pappa, Antønio Ribeiro, Wagner Meira
Published: 202610.1016/j.compbiomed.2026.111462
Abstract
Electrocardiograms (ECGs) play a crucial role in cardiovascular healthcare, requiring effective analytical models. ECG analysis is inherently hierarchical, involving multiple temporal scales from individual waveforms to intervals within heartbeats, a…
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