[HTML][HTML] Systematic Review of Detecting Sleep Apnea Using Artificial Intelligence: An Insight to Convolutional Neural Network Method
Background: Sleep apnea is a prevalent sleep disorder, especially in males and older ages.
The common diagnostic methods, including polysomnography (PSG), are expensive, difficult …
The common diagnostic methods, including polysomnography (PSG), are expensive, difficult …
Apnea/Hypopnea Detection Using Modified YOLOv8n Model on Non-EEG Signals
D Aphimeteetamrong, P Thiennviboon… - 2024 21st …, 2024 - ieeexplore.ieee.org
Sleep apnea is a sleep breathing disorder, causing ineffective sleep, that may lead to
serious problems. Severity of sleep apnea is determined by an apnea-hypopnea index (AHI) …
serious problems. Severity of sleep apnea is determined by an apnea-hypopnea index (AHI) …
Detection of Cardiac Arrhythmias in Patients with Obstructive Sleep Apnea using Machine Learning and Deep Learning Algorithms
K Krithik, PV Padmashree, N Nayak… - … Conference on Data …, 2024 - ieeexplore.ieee.org
This paper presents a pioneering effort to understand the complex relationship between
Obstructive Sleep Apnea (OSA) and cardiac arrhythmias, utilizing Machine Learning (ML) …
Obstructive Sleep Apnea (OSA) and cardiac arrhythmias, utilizing Machine Learning (ML) …
A Robust Data-Driven Framework for Artificial Intelligent Systems
QH Nguyen - 2024 - search.proquest.com
Artificial Intelligence (AI) systems have demonstrated remarkable performance across
various domains. However, their robustness remains a critical concern, particularly in terms …
various domains. However, their robustness remains a critical concern, particularly in terms …
Pre-Emptive Sleep Apnea Detection Using Deep Learning
PM Kumar, R Malavika, PP Sharon… - … For Internet of …, 2024 - ieeexplore.ieee.org
Upper airway blockage, either partial or total, occurs repeatedly during sleep causes a
dysfunction known as obstructive sleep apnea (OSA). This problem can cause disrupted …
dysfunction known as obstructive sleep apnea (OSA). This problem can cause disrupted …