Recent advancements and applications of deep learning in heart failure: Α systematic review

G Petmezas, VE Papageorgiou, V Vassilikos… - Computers in Biology …, 2024 - Elsevier
Background Heart failure (HF), a global health challenge, requires innovative diagnostic and
management approaches. The rapid evolution of deep learning (DL) in healthcare …

A Comprehensive Review on Synergy of Multi-Modal Data and AI Technologies in Medical Diagnosis

X Xu, J Li, Z Zhu, L Zhao, H Wang, C Song, Y Chen… - Bioengineering, 2024 - mdpi.com
Disease diagnosis represents a critical and arduous endeavor within the medical field.
Artificial intelligence (AI) techniques, spanning from machine learning and deep learning to …

HCM-Echo-VAR-Ensemble: Deep Ensemble Fusion to Detect Hypertrophic Cardiomyopathy in Echocardiograms

A Almadani, A Sarwar, E Agu… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Goal: To detect Hypertrophic Cardiomyopathy (HCM) from multiple views of Echocardiogram
(cardiac ultrasound) videos. Methods: we propose HCM-Echo-VAR-Ensemble, a novel …