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Hybridization of soft-computing algorithms with neural network for prediction obstructive sleep apnea using biomedical sensor measurements
Chyad, Mustafa Habeeb, Gharghan, Sadik Kamel, Hamood, Haider Qasim, Altayyar, Ahmed Saleh Hameed, Zubaidi, Salah L., Ridha, Hussein Mohammed
Published in Neural computing & applications (01.06.2022)
Published in Neural computing & applications (01.06.2022)
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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
Automatic and Unsupervised Snore Sound Extraction From Respiratory Sound Signals
Azarbarzin, Ali, Moussavi, Zahra M. K.
Published in IEEE transactions on biomedical engineering (01.05.2011)
Published in IEEE transactions on biomedical engineering (01.05.2011)
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Journal Article
Accuracy of residual apnea-hypopnea index obtained using the continuous positive airway pressure device: application of new version 2.0 scoring rules for respiratory events during sleep
Kim, Doh-Eui, Hwangbo, Young, Bae, Ji Hyun, Yang, Kwang Ik
Published in Sleep & breathing (01.12.2015)
Published in Sleep & breathing (01.12.2015)
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Journal Article
Noncontact Sleep Monitoring With Infrared Video Data to Estimate Sleep Apnea Severity and Distinguish Between Positional and Nonpositional Sleep Apnea: Model Development and Experimental Validation
Akbarian, Sina, Ghahjaverestan, Nasim Montazeri, Yadollahi, Azadeh, Taati, Babak
Published in Journal of medical Internet research (01.11.2021)
Published in Journal of medical Internet research (01.11.2021)
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Journal Article
Sleep prediction using data from oximeter, accelerometer and snoring for portable monitor obstructive sleep apnea diagnosis
Domingues, Diego Munduruca, Rocha, Paloma Rodrigues, Miachon, Ana Cláudia M. V., Giampá, Sara Quaglia de Campos, Soares, Filipe, Genta, Pedro R., Lorenzi-Filho, Geraldo
Published in Scientific reports (19.10.2024)
Published in Scientific reports (19.10.2024)
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Journal Article
BAFNet: Bottleneck Attention Based Fusion Network for Sleep Apnea Detection
Chen, Xianhui, Ma, Wenjun, Gao, Weidong, Fan, Xiaomao
Published in IEEE journal of biomedical and health informatics (01.05.2024)
Published in IEEE journal of biomedical and health informatics (01.05.2024)
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Journal Article
Estimating the Severity of Obstructive Sleep Apnea Using ECG, Respiratory Effort and Neural Networks
Fonseca, Pedro, Ross, Marco, Cerny, Andreas, Anderer, Peter, Schipper, Fons, Grassi, Angela, van Gilst, Merel, Overeem, Sebastiaan
Published in IEEE journal of biomedical and health informatics (01.07.2024)
Published in IEEE journal of biomedical and health informatics (01.07.2024)
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Journal Article