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Development of a support vector machine learning and smart phone Internet of Things-based architecture for real-time sleep apnea diagnosis
Ma, Bin, Wu, Zhaolong, Li, Shengyu, Benton, Ryan, Li, Dongqi, Huang, Yulong, Kasukurthi, Mohan Vamsi, Lin, Jingwei, Borchert, Glen M., Tan, Shaobo, Li, Gang, Yang, Meihong, Huang, Jingshan
Published in BMC medical informatics and decision making (15.12.2020)
Published in BMC medical informatics and decision making (15.12.2020)
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Journal Article
Application and interpretation of machine learning models in predicting the risk of severe obstructive sleep apnea in adults
Shi, Yewen, Zhang, Yitong, Cao, Zine, Ma, Lina, Yuan, Yuqi, Niu, Xiaoxin, Su, Yonglong, Xie, Yushan, Chen, Xi, Xing, Liang, Hei, Xinhong, Liu, Haiqin, Wu, Shinan, Li, Wenle, Ren, Xiaoyong
Published in BMC medical informatics and decision making (19.10.2023)
Published in BMC medical informatics and decision making (19.10.2023)
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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)
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Journal Article
Automatic detection algorithm for establishing standard to identify “surge blood pressure”
Kokubo, Ayako, Kuwabara, Mitsuo, Nakajima, Hiroshi, Tomitani, Naoko, Yamashita, Shingo, Shiga, Toshikazu, Kario, Kazuomi
Published in Medical & biological engineering & computing (01.06.2020)
Published in Medical & biological engineering & computing (01.06.2020)
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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)
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Journal Article
Contactless recording of sleep apnea and periodic leg movements by nocturnal 3-D-video and subsequent visual perceptive computing
Veauthier, Christian, Ryczewski, Juliane, Mansow-Model, Sebastian, Otte, Karen, Kayser, Bastian, Glos, Martin, Schöbel, Christoph, Paul, Friedemann, Brandt, Alexander U., Penzel, Thomas
Published in Scientific reports (14.11.2019)
Published in Scientific reports (14.11.2019)
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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
SelANet: decision-assisting selective sleep apnea detection based on confidence score
Bark, Beomjun, Nam, Borum, Kim, In Young
Published in BMC medical informatics and decision making (21.09.2023)
Published in BMC medical informatics and decision making (21.09.2023)
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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
Validation of an Overnight Wireless High-Resolution Oximeter plus Cloud-Based Algorithm for the Diagnosis of Obstructive Sleep Apnea
Pinheiro, George do Lago, Cruz, Andrea Fonseca, Domingues, Diego Munduruca, Genta, Pedro Rodrigues, Drager, Luciano F., Strollo, Patrick J., Lorenzi-Filho, Geraldo
Published in Clinics (São Paulo, Brazil) (01.01.2020)
Published in Clinics (São Paulo, Brazil) (01.01.2020)
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Journal Article
Cheyne-Stokes Respiration Perception via Machine Learning Algorithms
Yuan, Chang, Khan, Muhammad Bilal, Yang, Xiaodong, Shah, Fiaz Hussain, Abbasi, Qammer Hussain
Published in Electronics (Basel) (01.03.2022)
Published in Electronics (Basel) (01.03.2022)
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Journal Article
Prediction of venous thromboembolism using semantic and sentiment analyses of clinical narratives
Sabra, Susan, Mahmood Malik, Khalid, Alobaidi, Mazen
Published in Computers in biology and medicine (01.03.2018)
Published in Computers in biology and medicine (01.03.2018)
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Journal Article
Energy-Efficient Sleep Apnea Detection Using a Hyperdimensional Computing Framework Based on Wearable Bracelet Photoplethysmography
Chen, Tian, Zhang, Jingtao, Xu, Zeju, Redmond, Stephen J., Lovell, Nigel H., Liu, Guanzheng, Wang, Changhong
Published in IEEE transactions on biomedical engineering (01.08.2024)
Published in IEEE transactions on biomedical engineering (01.08.2024)
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Journal Article
Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study
Raisa, Roksana Akter, Rodela, Ayesha Siddika, Yousuf, Mohammad Abu, Azad, Akm, Alyami, Salem A., Lio, Pietro, Islam, Md Zahidul, Pogrebna, Ganna, Moni, Mohammad Ali
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article