Convolutional neural networks predict the onset of paroxysmal atrial fibrillation: Theory and applications
In this study, we aimed to detect paroxysmal atrial fibrillation episodes before they occur so
that patients can take precautions before putting their and others' lives in potentially life …
that patients can take precautions before putting their and others' lives in potentially life …
Cognitive load detection through EEG lead wise feature optimization and ensemble classification
J Yedukondalu, K Sunkara, V Radhika… - Scientific Reports, 2025 - nature.com
Cognitive load stimulates neural activity, essential for understanding the brain's response to
stress-inducing stimuli or mental strain. This study examines the feasibility of evaluating …
stress-inducing stimuli or mental strain. This study examines the feasibility of evaluating …
A novel wearable real-time sleep apnea detection system based on the acceleration sensor
Background and objective The apnea syndrome is characterized by an abnormal breath
pause or reduction in the airflow during sleep. It is reported in the literature that, it affects 2 …
pause or reduction in the airflow during sleep. It is reported in the literature that, it affects 2 …
Cognitive load detection using Ci-SSA for EEG signal decomposition and nature-inspired feature selection
J Yedukondalu, LD Sharma - Turkish Journal of Electrical …, 2023 - journals.tubitak.gov.tr
Cognitive load detection is eminent during the mental assignment of neural activity because
it indicates how the brain reacts to stimuli. The level of cognitive load experienced during …
it indicates how the brain reacts to stimuli. The level of cognitive load experienced during …
k-NN-based classification of sleep apnea types using ECG
OHAN TİMUŞ, ED BOLAT - Turkish Journal of Electrical …, 2017 - journals.tubitak.gov.tr
Obstructive sleep apnea syndrome (OSAS) is a common sleep disorder that yields
cardiovascular diseases, excessive daytime sleepiness, and poor quality of life if not treated …
cardiovascular diseases, excessive daytime sleepiness, and poor quality of life if not treated …
Poincaré section analysis of the electroencephalogram in autism spectrum disorder using complement plots
G Sadeghi Bajestani, MR Hashemi Golpayegani… - Kybernetes, 2017 - emerald.com
Purpose This paper aims to explain, first of all, signal modeling steps using Poincaré, and
then considering the occurred events, concept of information applying Poincaré section and …
then considering the occurred events, concept of information applying Poincaré section and …
Ensemble classification approach for screening of obstructive sleep apnoea using ECG
BB Rekha, A Kandaswamy… - International Journal of …, 2018 - inderscienceonline.com
Sleep is essential for healthy human life. Obstructive Sleep Apnoea (OSA) is a commonly
occurring sleep breathing disorder and manifests itself as pauses in nocturnal breathing …
occurring sleep breathing disorder and manifests itself as pauses in nocturnal breathing …
Automatic Obstructive Sleep Apnea Identification Using First Order Statistics Features of Electrocardiogram and Machine Learning
Abstract Obstructive Sleep Apnea (OSA), or cessation of breathing during sleep, is caused
by a blocked upper airway. OSA is one of the causes of sudden death caused by heart …
by a blocked upper airway. OSA is one of the causes of sudden death caused by heart …
An Advanced Circular Adaptive Search Butterfly Optimization Algorithm for the CNN-based Sleep Apnea Detection Approach
J Geetha, J Benadict Raja - IETE Journal of Research, 2024 - Taylor & Francis
The analysis of pulse photoplethysmography (PPG) signals using computerized techniques
is a develo** field in research. Various effective signal-processing tools have been …
is a develo** field in research. Various effective signal-processing tools have been …
Diagnosis of paroxysmal atrial fibrillation from thirty-minute heart ratevariability data using convolutional neural networks
Paroxysmal atrial fibrillation (PAF) is the initial stage of atrial fibrillation, one of the most
common arrhythmia types. PAF worsens with time and affects the patient? s life quality …
common arrhythmia types. PAF worsens with time and affects the patient? s life quality …