Clinical practice for diagnostic causes for obstructive sleep apnea using artificial intelligent neural networks
Sleep apnea is a serious sleep disorder phenomena which happens when a person's
breathing is paused during sleep. The most common diagnostic technique that is used to …
breathing is paused during sleep. The most common diagnostic technique that is used to …
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 …
[PDF][PDF] Sleep apnea events detection using deep learning techniques
This research underlines an automated approach for detecting sleep apnea events from
sleep studies. The Polysomnogram test is the gold standard for diagnosing sleep apnea …
sleep studies. The Polysomnogram test is the gold standard for diagnosing sleep apnea …
Deep Learning Approach for Sleep Apnea Detection Using Single Lead ECG: Comparative Analysis Between CNN and SNN
SS Salam, R Rafi - 2023 26th International Conference on …, 2023 - ieeexplore.ieee.org
Sleep apnea, a sleep disorder causing interrupted breathing during sleep, leads to issues
like fatigue and cardiovascular problems. Deep learning technology offers a potential …
like fatigue and cardiovascular problems. Deep learning technology offers a potential …
A Deep Learning Framework for Sleep Apnea Detection
A Sathiya, A Sridevi, KG Dharani - International Conference on Trends in …, 2023 - Springer
Sleep apnea is a common sleep problem that has a major impact on society. The gold
standard, polysomnography, is difficult to obtain, can be unpleasant, and requires a skilled …
standard, polysomnography, is difficult to obtain, can be unpleasant, and requires a skilled …
[PDF][PDF] A deep neural network classifier for diagnosing sleep apnea from ECG data on smartphones and small embedded systems
A Kaguara, KM Nam, S Reddy - PhD ThesisSwarthmore, 2015 - researchgate.net
Obstructive sleep apnea (OSA) is a prevalent sleep disorder caused by an obstruction of a
person's airway, which can cause people to stop breathing for 10 to 30 seconds at a time …
person's airway, which can cause people to stop breathing for 10 to 30 seconds at a time …
A deep learning model developed for sleep apnea detection: A multi-center study
Objective. Manual detection of obstructive sleep apnea (OSA) is a challenging task for many
reasons such as time-consuming and subjective. This study aimed to develop a deep …
reasons such as time-consuming and subjective. This study aimed to develop a deep …
Deep-learning based sleep apnea detection using spo2 and pulse rate
P Sharma, A Jalali, M Majmudar… - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
This work presents automated apnea event de-tection using blood oxygen saturation (SpO2)
and pulse rate (PR), conveniently recorded with a pulse oximeter. A large, diverse cohort of …
and pulse rate (PR), conveniently recorded with a pulse oximeter. A large, diverse cohort of …
A review of automated sleep apnea detection using deep neural network
PK Tyagi, D Agarwal, P Mishra - … Internet of Things (IoT) and Smart …, 2022 - taylorfrancis.com
Sleep apnea (SLA) is one of the most common sleep-related disorders, and the effects of
undiagnosed SLA can range from high blood pressure to cardiac arrest. However, the …
undiagnosed SLA can range from high blood pressure to cardiac arrest. However, the …
Obstructive Sleep Apnea Detection from ECG Signals with Deep Learning
JA Shilvya, PSH Jose - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Among the newer problems that have been linked to heart disease, hypertension,
sleeplessness, and other ailments in recent years is sleep related disorders. One such …
sleeplessness, and other ailments in recent years is sleep related disorders. One such …