Volcanic micro-earthquake classification with spectral manifolds in low-dimensional latent spaces
CP Bernal-Oñate, EV Carrera… - IEEE …, 2024 - ieeexplore.ieee.org
Micro-earthquakes are frequently associated with volcanic activity and are vital indicators of
volcanic processes. These minor seismic events occur within or near volcanic systems …
volcanic processes. These minor seismic events occur within or near volcanic systems …
Recent advances in the tools and techniques for AI-aided diagnosis of atrial fibrillation
Atrial fibrillation (AF) is recognized as a develo** global epidemic responsible for a
significant burden of morbidity and mortality. To counter this public health crisis, the …
significant burden of morbidity and mortality. To counter this public health crisis, the …
An improved approach for atrial fibrillation detection in long-term ECG using decomposition transforms and least-squares support vector machine
T Pander - Applied Sciences, 2023 - mdpi.com
Atrial fibrillation is a common heart rhythm disorder that is now becoming a significant
healthcare challenge as it affects more and more people in developed countries. This paper …
healthcare challenge as it affects more and more people in developed countries. This paper …
Detection of intra-beat waves on ambulatory ECG using manifolds: An explainable deep learning approach
The development of wearable technologies for acquiring bioelectrical signals is expanding,
increasing the demand for algorithms to analyze large clinical datasets. Accurate intra-beat …
increasing the demand for algorithms to analyze large clinical datasets. Accurate intra-beat …
A deep learning method for beat-level risk analysis and interpretation of atrial fibrillation patients during sinus rhythm
J Lei, Y Zhou, X Tian, Q Zhao, Q Zhang, S Geng… - … Signal Processing and …, 2025 - Elsevier
Atrial Fibrillation (AF) is a common cardiac arrhythmia. Many AF patients experience
complications such as stroke and other cardiovascular issues. Early detection of AF is …
complications such as stroke and other cardiovascular issues. Early detection of AF is …
Machine learning-based cardiac arrhythmia prediction using DWT and combined morpho-statistical features
M Gayathri, V Lavanya, SG Shankar… - Computer Science …, 2024 - taylorfrancis.com
Heart disease, the primary cause of death globally, affected over 620 million people in 2023.
This alarming statistic underscores the urgency to develop efficient detection and prediction …
This alarming statistic underscores the urgency to develop efficient detection and prediction …
TIME-FREQUENCY ANALYSIS, AUDIO-BASED FEATURES, AND LOW-DIMENSIONAL MANIFOLD LATENT SPACES IN CARDIAC AND SEISMOGRAPHIC …
CP Bernal Oñate - 2024 - burjcdigital.urjc.es
Antecendentes. En los´ ultimos a˜ nos, el avance experimentado por los dispositivos de c´
omputo junto con el desarrollo de los algoritmos de inteligencia artificial ha permito …
omputo junto con el desarrollo de los algoritmos de inteligencia artificial ha permito …