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- [1] Performance of machine learning-based models to screen obstructive sleep apnea in pregnancynpj Women's Health, 2 (1):Jingyu Wang论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Division of Sleep Medicine Peking University People’s Hospital,Division of Sleep MedicineWenhan Xiao论文数: 0 引用数: 0 h-index: 0机构: Binzhou Medical University Hospital,Department of Respiratory and Critical Care Medicine Peking University People’s Hospital,Division of Sleep MedicineHaoyang Hong论文数: 0 引用数: 0 h-index: 0机构: Peking University,National Institute of Health Data Science Peking University People’s Hospital,Division of Sleep MedicineChi Zhang论文数: 0 引用数: 0 h-index: 0机构: Peking University Health Science Center,Institute of Medical Technology Peking University People’s Hospital,Division of Sleep MedicineMin Yu论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Division of Sleep Medicine Peking University People’s Hospital,Division of Sleep MedicineLiyue Xu论文数: 0 引用数: 0 h-index: 0机构: Peking University School and Hospital of Stomatology,Department of Orthodontics Peking University People’s Hospital,Division of Sleep MedicineJun Wei论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Division of Sleep Medicine Peking University People’s Hospital,Division of Sleep MedicineJingjing Yang论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Department of Obstetrics and Gynecology Peking University People’s Hospital,Division of Sleep MedicineYanan Liu论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Department of Obstetrics and Gynecology Peking University People’s Hospital,Division of Sleep MedicineHuijie Yi论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Division of Sleep Medicine Peking University People’s Hospital,Division of Sleep MedicineLinyan Zhang论文数: 0 引用数: 0 h-index: 0机构: Peking University School of Nursing,undefined Peking University People’s Hospital,Division of Sleep MedicineRui Bai论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Department of Obstetrics and Gynecology Peking University People’s Hospital,Division of Sleep MedicineBing Zhou论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Department of Obstetrics and Gynecology Peking University People’s Hospital,Division of Sleep MedicineLong Zhao论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Division of Sleep Medicine Peking University People’s Hospital,Division of Sleep MedicineXueli Zhang论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Division of Sleep Medicine Peking University People’s Hospital,Division of Sleep MedicineXiaozhi Wang论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Division of Sleep Medicine Peking University People’s Hospital,Division of Sleep MedicineXiaosong Dong论文数: 0 引用数: 0 h-index: 0机构: Binzhou Medical University Hospital,Department of Respiratory and Critical Care Medicine Peking University People’s Hospital,Division of Sleep MedicineGuoli Liu论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Division of Sleep Medicine Peking University People’s Hospital,Division of Sleep MedicineShenda Hong论文数: 0 引用数: 0 h-index: 0机构: Peking University People’s Hospital,Department of Obstetrics and Gynecology Peking University People’s Hospital,Division of Sleep Medicine
- [2] Development and application of a machine learning-based predictive model for obstructive sleep apnea screeningFRONTIERS IN BIG DATA, 2024, 7Liu, Kang论文数: 0 引用数: 0 h-index: 0机构: Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R China Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R ChinaGeng, Shi论文数: 0 引用数: 0 h-index: 0机构: Xuzhou Med Univ, Affiliated Hosp, Dept Med Equipment Management, Artificial Intelligence Unit, Xuzhou, Peoples R China Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R ChinaShen, Ping论文数: 0 引用数: 0 h-index: 0机构: Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R China Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R ChinaZhao, Lei论文数: 0 引用数: 0 h-index: 0机构: Xuzhou Med Univ, Affiliated Hosp, Dept Med Equipment Management, Artificial Intelligence Unit, Xuzhou, Peoples R China Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R ChinaZhou, Peng论文数: 0 引用数: 0 h-index: 0机构: Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R China Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R ChinaLiu, Wen论文数: 0 引用数: 0 h-index: 0机构: Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R China Xuzhou Med Univ, Affiliated Hosp, Dept Otolaryngol Head & Neck Surg, Xuzhou, Peoples R China
- [3] Machine Learning to Predict Obstructive Sleep Apnea Based on Faciocervical Anthropometry MeasurementsAMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2020, 201Zhang, L.论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R ChinaYan, Y.论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R ChinaLi, H.论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R ChinaLi, S.论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R ChinaLin, Y.论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R ChinaLi, N.论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R ChinaLi, Q.论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Shanghai, Peoples R China
- [4] We Can Use Machine Learning to Predict Obstructive Sleep ApneaAMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2024, 210 (02) : 141 - 143Schwab, Richard J.论文数: 0 引用数: 0 h-index: 0机构: Univ Penn, Perelman Sch Med, Dept Med, Philadelphia, PA 19104 USA Univ Penn, Perelman Sch Med, Dept Med, Philadelphia, PA 19104 USAErus, Guray论文数: 0 引用数: 0 h-index: 0机构: Univ Penn, Ctr Biomed Image Comp & Analyt, Philadelphia, PA USA Univ Penn, Perelman Sch Med, Dept Med, Philadelphia, PA 19104 USA
- [5] Application of machine learning to predict obstructive sleep apnea syndrome severityHEALTH INFORMATICS JOURNAL, 2020, 26 (01) : 298 - 317Mencar, Corrado论文数: 0 引用数: 0 h-index: 0机构: Univ Bari Aldo Moro, Bari, Italy Univ Bari Aldo Moro, Bari, ItalyGallo, Crescenzio论文数: 0 引用数: 0 h-index: 0机构: Univ Foggia, Foggia, Italy Univ Bari Aldo Moro, Bari, ItalyMantero, Marco论文数: 0 引用数: 0 h-index: 0机构: Univ Milan, Milan, Italy IRCCS Fdn Ca Granda Osped Maggiore Policlin, Milan, Italy Univ Bari Aldo Moro, Bari, ItalyTarsia, Paolo论文数: 0 引用数: 0 h-index: 0机构: Univ Milan, Milan, Italy IRCCS Fdn Ca Granda Osped Maggiore Policlin, Milan, Italy Univ Bari Aldo Moro, Bari, Italy论文数: 引用数: h-index:机构:Foschino Barbaro, Maria P.论文数: 0 引用数: 0 h-index: 0机构: Univ Foggia, Foggia, Italy Univ Bari Aldo Moro, Bari, Italy论文数: 引用数: h-index:机构:
- [6] Prediction model of obstructive sleep apnea-related hypertension: Machine learning-based development and interpretation studyFRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9Shi, Yewen论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaMa, Lina论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaChen, Xi论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaLi, Wenle论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Mol Imaging & Translat Med Res Ctr, State Key Lab Mol Vaccinol & Mol Diagnost, Xiamen, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaFeng, Yani论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaZhang, Yitong论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaCao, Zine论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaYuan, Yuqi论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaXie, Yushan论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaLiu, Haiqin论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaYin, Libo论文数: 0 引用数: 0 h-index: 0机构: Xian Cent Hosp, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaZhao, Changying论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaWu, Shinan论文数: 0 引用数: 0 h-index: 0机构: Xiamen Univ, Xiamen Univ, Eye Inst, Sch Med, Xiamen, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R ChinaRen, Xiaoyong论文数: 0 引用数: 0 h-index: 0机构: Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China Xi An Jiao Tong Univ, Affiliated Hosp 2, Dept Otorhinolaryngol Head & Neck Surg, Xian, Peoples R China
- [7] A NOVEL MACHINE LEARNING MODEL TO PREDICT OBSTRUCTIVE SLEEP APNEA USING CRANIOFACIAL PHOTOGRAPHY WITH QUESTIONNAIRESLEEP, 2024, 47 : A218 - A218Kim, Yunsoo论文数: 0 引用数: 0 h-index: 0机构: Ajou Univ, Med Ctr, Suwon, South Korea Ajou Univ, Med Ctr, Suwon, South KoreaPark, June-Young论文数: 0 引用数: 0 h-index: 0机构: Ajou Univ, Dept Convergence Healthcare Med, Suwon, South Korea Ajou Univ, Med Ctr, Suwon, South KoreaJang, Yeji论文数: 0 引用数: 0 h-index: 0机构: Ajou Univ Hosp, Dept Neurol, Suwon, South Korea Ajou Univ, Med Ctr, Suwon, South KoreaKim, Min Hye论文数: 0 引用数: 0 h-index: 0机构: Ajou Univ Hosp, Dept Neurol 3, Suwon, South Korea Ajou Univ, Med Ctr, Suwon, South KoreaRyu, Wi-Sun论文数: 0 引用数: 0 h-index: 0机构: JLK Inc, Seoul, South Korea Ajou Univ, Med Ctr, Suwon, South KoreaKim, Jee Hyun论文数: 0 引用数: 0 h-index: 0机构: Ewha Womans Univ, Coll Med, Seoul Hosp, Seoul, South Korea Ajou Univ, Med Ctr, Suwon, South KoreaShin, Hye-Rim论文数: 0 引用数: 0 h-index: 0机构: Dankook Univ Hosp, Dept Neurol, Cheonan Si, Chungcheongnam, South Korea Ajou Univ, Med Ctr, Suwon, South KoreaKim, Tae-Joon论文数: 0 引用数: 0 h-index: 0机构: Ajou Univ, Sch Med, Dept Neurol, Suwon, South Korea Ajou Univ, Med Ctr, Suwon, South Korea
- [8] Machine Learning-Based Approaches to Predict Adherence to Continuous Positive Airway Pressure (CPAP) in Patients with Obstructive Sleep Apnea (OSA)2022 GLOBAL MEDICAL ENGINEERING PHYSICS EXCHANGES/PAN AMERICAN HEALTH CARE EXCHANGES (GMEPE/PAHCE), 2022,Villanueva, Jair A.论文数: 0 引用数: 0 h-index: 0机构: Univ Autonoma Caribe, Mechatron Engn Dept, Barranquilla, Colombia Univ Autonoma Caribe, Mechatron Engn Dept, Barranquilla, ColombiaLemus, Manuel论文数: 0 引用数: 0 h-index: 0机构: Univ Autonoma Caribe, Mechatron Engn Dept, Barranquilla, Colombia Univ Autonoma Caribe, Mechatron Engn Dept, Barranquilla, ColombiaGarcia, Luis论文数: 0 引用数: 0 h-index: 0机构: Univ Autonoma Caribe, Mechatron Engn Dept, Barranquilla, Colombia Univ Autonoma Caribe, Mechatron Engn Dept, Barranquilla, ColombiaEscorcia-Gutierrez, Jose论文数: 0 引用数: 0 h-index: 0机构: Univ Autonoma Caribe, Elect & Telecommunicac Engn Dept, Barranquilla, Colombia Univ Autonoma Caribe, Mechatron Engn Dept, Barranquilla, ColombiaBorja, Gisella论文数: 0 引用数: 0 h-index: 0机构: Univ Autonoma Caribe, Elect & Telecommunicac Engn Dept, Barranquilla, Colombia Univ Autonoma Caribe, Mechatron Engn Dept, Barranquilla, Colombia
- [9] Machine learning-Based model for prediction of Narcolepsy Type 1 in Patients with Obstructive Sleep Apnea with Excessive Daytime SleepinessNATURE AND SCIENCE OF SLEEP, 2024, 16 : 639 - 652Pan, Yuanhang论文数: 0 引用数: 0 h-index: 0机构: Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaZhao, Di论文数: 0 引用数: 0 h-index: 0机构: Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaZhang, Xinbo论文数: 0 引用数: 0 h-index: 0机构: Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaYuan, Na论文数: 0 引用数: 0 h-index: 0机构: Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaYang, Lei论文数: 0 引用数: 0 h-index: 0机构: Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaJia, Yuanyuan论文数: 0 引用数: 0 h-index: 0机构: Baoji Hosp Tradit Chinese Med, Encephalopathy Dept 2, Baoji, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaGuo, Yanzhao论文数: 0 引用数: 0 h-index: 0机构: Xian Hosp Tradit Chinese Med, Encephalopathy Dept 10, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaChen, Ze论文数: 0 引用数: 0 h-index: 0机构: Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaWang, Zezhi论文数: 0 引用数: 0 h-index: 0机构: Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaQu, Shuyi论文数: 0 引用数: 0 h-index: 0机构: Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaBao, Junxiang论文数: 0 引用数: 0 h-index: 0机构: Air Force Med Univ, Dept Aerosp Hyg, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R ChinaLiu, Yonghong论文数: 0 引用数: 0 h-index: 0机构: Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China Air Force Med Univ, Xijing Hosp, Dept Neurol, Xian, Peoples R China Xijing Air Force Med Univ, Dept Neurol, Xian, Peoples R China
- [10] A MACHINE LEARNING ALGORITHM TO PREDICT MORTALITY IN ICU PATIENTS WITH OBSTRUCTIVE SLEEP APNEACRITICAL CARE MEDICINE, 2024, 52Chen, Conan论文数: 0 引用数: 0 h-index: 0机构: Rutgers Robert Wood Johnson Med Sch, New Brunswick, NJ USA Rutgers Robert Wood Johnson Med Sch, New Brunswick, NJ USABhattaru, Abhijit论文数: 0 引用数: 0 h-index: 0机构: Rutgers New Jersey Med Sch, New Brunswick, NJ USA Rutgers Robert Wood Johnson Med Sch, New Brunswick, NJ USADe La Fuente, Justin Rafael论文数: 0 引用数: 0 h-index: 0机构: Rutgers Robert Wood Johnson Med Sch, New Brunswick, NJ USA Rutgers Robert Wood Johnson Med Sch, New Brunswick, NJ USAYanamala, Naveena论文数: 0 引用数: 0 h-index: 0机构: Univ Med & Dent New Jersey, New Brunswick, NJ USA Rutgers Robert Wood Johnson Med Sch, New Brunswick, NJ USA