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A Novel Multi-Class EEG-Based Sleep Stage Classification System
Memar, Pejman, Faradji, Farhad
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2018)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2018)
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Journal Article
An Intelligent Classification Diagnosis Based on Blood Oxygen Saturation Signals for Medical Data Security Including COVID-19 in Industry 5.0
Zhang, Mingdong, Dong, Chaoyu, Zhang, Dongming, Tseng, Ming-Lang, Wei, Jianguo
Published in IEEE transactions on industrial informatics (01.03.2023)
Published in IEEE transactions on industrial informatics (01.03.2023)
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Journal Article
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)
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Journal Article
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)
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Journal Article
Sleep staging algorithm based on smartwatch sensors for healthy and sleep apnea populations
Silva, Fernanda B., Uribe, Luisa F.S., Cepeda, Felipe X., Alquati, Vitor F.S., Guimarães, João P.S., Silva, Yuri G.A., Santos, Orlem L. dos, de Oliveira, Alberto A., de Aguiar, Gabriel H.M., Andersen, Monica L., Tufik, Sergio, Lee, Wonkyu, Li, Lin Tzy, Penatti, Otávio A.
Published in Sleep medicine (01.07.2024)
Published in Sleep medicine (01.07.2024)
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Journal Article
Diagnostic accuracy of artificial intelligence for obstructive sleep apnea detection: a systematic review
Haghighat, Sara, Joghatayi, Muhammed, Issa, Julien, Azimian, Sarina, Brinz, Janet, Ashkan, Ali, Chaurasia, Akhilanand, Rahimian, Zahra, Sangalli, Linda
Published in BMC medical informatics and decision making (28.07.2025)
Published in BMC medical informatics and decision making (28.07.2025)
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Journal Article
Detection of obstructive sleep apnea using Belun Sleep Platform wearable with neural network-based algorithm and its combined use with STOP-Bang questionnaire
Yeh, Eric, Wong, Eileen, Tsai, Chih-Wei, Gu, Wenbo, Chen, Pai-Lien, Leung, Lydia, Wu, I-Chen, Strohl, Kingman P., Folz, Rodney J., Yar, Wail, Chiang, Ambrose A.
Published in PloS one (11.10.2021)
Published in PloS one (11.10.2021)
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Journal Article
Explainable AI-driven scalogram analysis and optimized transfer learning for sleep apnea detection with single-lead electrocardiograms
Choudhury, Mahan, Tanvir, Md, Yousuf, Mohammad Abu, Islam, Nayeemul, Uddin, Md Zia
Published in Computers in biology and medicine (01.03.2025)
Published in Computers in biology and medicine (01.03.2025)
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Journal Article
AI-Enabled Electrocardiogram Analysis for Disease Diagnosis
Khan Mamun, Mohammad Mahbubur Rahman, Elfouly, Tarek
Published in Applied system innovation (01.10.2023)
Published in Applied system innovation (01.10.2023)
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Journal Article
Wearable Sensors and Artificial Intelligence for Sleep Apnea Detection: A Systematic Review
Osa-Sanchez, Ainhoa, Ramos-Martinez-de-Soria, Javier, Mendez-Zorrilla, Amaia, Ruiz, Ibon Oleagordia, Garcia-Zapirain, Begonya
Published in Journal of medical systems (19.05.2025)
Published in Journal of medical systems (19.05.2025)
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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)
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Journal Article
IPCT-Net: Parallel information bottleneck modality fusion network for obstructive sleep apnea diagnosis
Hu, Shuaicong, Wang, Yanan, Liu, Jian, Cui, Zhaoqiang, Yang, Cuiwei, Yao, Zhifeng, Ge, Junbo
Published in Neural networks (01.01.2025)
Published in Neural networks (01.01.2025)
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Journal Article