A systematic review of machine learning and IoT applied to the prediction and monitoring of cardiovascular diseases
A Cuevas-Chavez, Y Hernandez, J Ortiz-Hernandez… - Healthcare, 2023 - mdpi.com
According to the Pan American Health Organization, cardiovascular disease is the leading
cause of death worldwide, claiming an estimated 17.9 million lives each year. This paper …
cause of death worldwide, claiming an estimated 17.9 million lives each year. This paper …
AI-driven real-time classification of ECG signals for cardiac monitoring using i-alexNet architecture
The healthcare industry has evolved with the advent of artificial intelligence (AI), which uses
advanced computational methods and algorithms, leading to quicker inspection, forecasting …
advanced computational methods and algorithms, leading to quicker inspection, forecasting …
Deep learning supported echocardiogram analysis: A comprehensive review
G Sanjeevi, U Gopalakrishnan… - Artificial Intelligence in …, 2024 - Elsevier
An echocardiogram is a sophisticated ultrasound imaging technique employed to diagnose
heart conditions. The transthoracic echocardiogram, one of the most prevalent types, is …
heart conditions. The transthoracic echocardiogram, one of the most prevalent types, is …
Deep learning from latent spatiotemporal information of the heart: Identifying advanced bioimaging markers from echocardiograms
A Chang, X Wu, K Liu - Biophysics Reviews, 2024 - pubs.aip.org
A key strength of echocardiography lies in its integration of comprehensive spatiotemporal
cardiac imaging data in real-time, to aid frontline or bedside patient risk stratification and …
cardiac imaging data in real-time, to aid frontline or bedside patient risk stratification and …
Assessment of valve regurgitation severity via contrastive learning and multi-view video integration
Objective. This paper presents a novel approach for addressing the intricate task of
diagnosing aortic valve regurgitation (AR), a valvular disease characterized by blood …
diagnosing aortic valve regurgitation (AR), a valvular disease characterized by blood …