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SleepECG-Net: Explainable Deep Learning Approach With ECG for Pediatric Sleep Apnea Diagnosis
Garcia-Vicente, Clara, Gutierrez-Tobal, Gonzalo C., Vaquerizo-Villar, Fernando, Martin-Montero, Adrian, Gozal, David, Hornero, Roberto
Published in IEEE journal of biomedical and health informatics (01.02.2025)
Published in IEEE journal of biomedical and health informatics (01.02.2025)
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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
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
Feasibility study of fully automatic measurement of adenoid size on lateral neck and head radiographs using deep learning
Hao, Dapeng, Tang, Limin, Li, Da, Miao, Sheng, Dong, Cheng, Cui, Jiufa, Gao, Chuanping, Li, Jie
Published in Pediatric radiology (01.08.2025)
Published in Pediatric radiology (01.08.2025)
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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
ApSense: Data-Driven Algorithm in PPG-Based Sleep Apnea Sensing
Choksatchawathi, Tanut, Sawadwuthikul, Guntitat, Thuwajit, Punnawish, Kaewlee, Thitikorn, Mateepithaktham, Thee, Saisaard, Siraphop, Sudhawiyangkul, Thapanun, Chaitusaney, Busarakum, Saengmolee, Wanumaidah, Wilaiprasitporn, Theerawit
Published in IEEE internet of things journal (15.10.2024)
Published in IEEE internet of things journal (15.10.2024)
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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
ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis
García-Vicente, Clara, Gutiérrez-Tobal, Gonzalo C., Jiménez-García, Jorge, Martín-Montero, Adrián, Gozal, David, Hornero, Roberto
Published in Computers in biology and medicine (01.12.2023)
Published in Computers in biology and medicine (01.12.2023)
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Journal Article
Integrating tabular data through image conversion for enhanced diagnosis: A novel intelligent decision support system for stratifying obstructive sleep apnoea patients using convolutional neural networks
Casal-Guisande, Manuel, Fernández-Villar, Alberto, Mosteiro-Añón, Mar, Comesaña-Campos, Alberto, Cerqueiro-Pequeño, Jorge, Torres-Durán, María
Published in Digital health (01.01.2024)
Published in Digital health (01.01.2024)
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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)
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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