Prediction of heart failure patients with distinct left ventricular ejection fraction levels using circadian ECG features and machine learning

SM Al Younis, LJ Hadjileontiadis, AH Khandoker… - Plos one, 2024 - journals.plos.org
Heart failure (HF) encompasses a diverse clinical spectrum, including instances of transient
HF or HF with recovered ejection fraction, alongside persistent cases. This dynamic …

Multivariate Swarm Decomposition

G Apostolidis, C Zisou, L Hadjileontiadis - Authorea Preprints, 2023 - techrxiv.org
Adaptive signal decomposition methods are widespread in the field of nonstationary signal
analysis. One such method is the Swarm Decomposition (SwD), which relies on the …