Vyzkoušejte nový nástroj s podporou AI
Summon Research Assistant
BETA
Detection of sleep apnea using Machine learning algorithms based on ECG Signals: A comprehensive systematic review
Salari, Nader, Hosseinian-Far, Amin, Mohammadi, Masoud, Ghasemi, Hooman, Khazaie, Habibolah, Daneshkhah, Alireza, Ahmadi, Arash
Published in Expert systems with applications (01.01.2022)
Published in Expert systems with applications (01.01.2022)
Get full text
Journal Article
SleepPPG-Net: A Deep Learning Algorithm for Robust Sleep Staging From Continuous Photoplethysmography
Kotzen, Kevin, Charlton, Peter H., Salabi, Sharon, Amar, Lea, Landesberg, Amir, Behar, Joachim A.
Published in IEEE journal of biomedical and health informatics (01.02.2023)
Published in IEEE journal of biomedical and health informatics (01.02.2023)
Get full text
Journal Article
Design of Real-Time System Based on Machine Learning for Snoring and OSA Detection
Luo, Huaiwen, Zhang, Lu, Zhou, Lianyu, Lin, Xu, Zhang, Zehuai, Wang, Mingjiang
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (23.05.2022)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (23.05.2022)
Get full text
Conference Proceeding
A review of automated sleep disorder detection
Xu, Shuting, Faust, Oliver, Seoni, Silvia, Chakraborty, Subrata, Barua, Prabal Datta, Loh, Hui Wen, Elphick, Heather, Molinari, Filippo, Acharya, U. Rajendra
Published in Computers in biology and medicine (01.11.2022)
Published in Computers in biology and medicine (01.11.2022)
Get full text
Journal Article
Design and Evaluation of a Non-Contact Bed-Mounted Sensing Device for Automated In-Home Detection of Obstructive Sleep Apnea: A Pilot Study
Mosquera-Lopez, Clara, Leitschuh, Joseph, Condon, John, Hagen, Chad C., Rajhbeharrysingh, Uma, Hanks, Cody, Jacobs, Peter G.
Published in Biosensors (Basel) (01.09.2019)
Published in Biosensors (Basel) (01.09.2019)
Get full text
Journal Article
Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings
Gutierrez-Tobal, Gonzalo C., Alvarez, Daniel, Crespo, Andrea, del Campo, Felix, Hornero, Roberto
Published in IEEE journal of biomedical and health informatics (01.03.2019)
Published in IEEE journal of biomedical and health informatics (01.03.2019)
Get full text
Journal Article
Efficient Deep Learning Based Hybrid Model to Detect Obstructive Sleep Apnea
Hemrajani, Prashant, Dhaka, Vijaypal Singh, Rani, Geeta, Shukla, Praveen, Bavirisetti, Durga Prasad
Published in Sensors (Basel, Switzerland) (12.05.2023)
Published in Sensors (Basel, Switzerland) (12.05.2023)
Get full text
Journal Article
A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea
Hajipour, Farahnaz, Jozani, Mohammad Jafari, Moussavi, Zahra
Published in Medical & biological engineering & computing (01.10.2020)
Published in Medical & biological engineering & computing (01.10.2020)
Get full text
Journal Article
Obstructive sleep apnea detection during wakefulness: a comprehensive methodological review
Alqudah, Ali Mohammad, Elwali, Ahmed, Kupiak, Brendan, Hajipour, Farahnaz, Jacobson, Natasha, Moussavi, Zahra
Published in Medical & biological engineering & computing (01.05.2024)
Published in Medical & biological engineering & computing (01.05.2024)
Get full text
Journal Article
EfficientNet-based machine learning architecture for sleep apnea identification in clinical single-lead ECG signal data sets
Liu, Meng-Hsuan, Chien, Shang-Yu, Wu, Ya-Lun, Sun, Ting-Hsuan, Huang, Chun-Sen, Hsu, Kai-Cheng, Hang, Liang-Wen
Published in Biomedical engineering online (20.06.2024)
Published in Biomedical engineering online (20.06.2024)
Get full text
Journal Article
Artificial intelligence-based approaches for sleep-related breathing events identification using EEG and ECG signals
Trang, Nguyen Thi Hoang, Linh, Tran Thanh Duy, Vu, Do Quoc, Loan, Bui Thi Hong, Vinh, Nguyen Nhu, Dang, Tran Ngoc
Published in Sleep & breathing (01.09.2025)
Published in Sleep & breathing (01.09.2025)
Get full text
Journal Article
Enhanced machine learning approaches for OSA patient screening: model development and validation study
Dai, Rongrong, Yang, Kang, Zhuang, Jiajing, Yao, Ling, Hu, Yiming, Chen, Qingquan, Zheng, Huaxian, Zhu, Xi, Ke, Jianfeng, Zeng, Yifu, Fan, Chunmei, Chen, Xiaoyang, Fan, Jimin, Zhang, Yixiang
Published in Scientific reports (26.08.2024)
Published in Scientific reports (26.08.2024)
Get full text
Journal Article
OSApredictor: A tool for prediction of moderate to severe obstructive sleep apnea-hypopnea using readily available patient characteristics
Talukder, Amlan, Li, Yuanyuan, Yeung, Deryck, Shi, Min, Umbach, David M., Fan, Zheng, Li, Leping
Published in Computers in biology and medicine (01.08.2024)
Published in Computers in biology and medicine (01.08.2024)
Get full text
Journal Article
A Systematic Review of Detecting Sleep Apnea Using Deep Learning
Mostafa, Sheikh Shanawaz, Mendonça, Fábio, G. Ravelo-García, Antonio, Morgado-Dias, Fernando
Published in Sensors (Basel, Switzerland) (12.11.2019)
Published in Sensors (Basel, Switzerland) (12.11.2019)
Get full text
Journal Article