A prediction model based on artificial neural networks for the diagnosis of obstructive sleep apnea

被引:0
作者
Harun Karamanli
Tankut Yalcinoz
Mehmet Akif Yalcinoz
Tuba Yalcinoz
机构
[1] Mevlana University,Department of Pulmonology, Faculty of Medicine
[2] Mevlana University,Department of Electrical and Electronics Engineering
[3] Barış Cad,undefined
来源
Sleep and Breathing | 2016年 / 20卷
关键词
Obstructive sleep apnea; Artificial neural networks; Polysomnography; Diagnostic accuracy;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:509 / 514
页数:5
相关论文
共 50 条
[31]   Recognition and Diagnosis of Obstructive Sleep Apnea in Older Americans [J].
Braley, Tiffany J. ;
Dunietz, Galit Levi ;
Chervin, Ronald D. ;
Lisabeth, Lynda D. ;
Skolarus, Lesli E. ;
Burke, James F. .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2018, 66 (07) :1296-1302
[32]   Classification of sleep apnea by using wavelet transform and artificial neural networks [J].
Tagluk, M. Emin ;
Akin, Mehmet ;
Sezgin, Nemettin .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (02) :1600-1607
[33]   An Efficient Prediction of Obstructive Sleep Apnea Using Hybrid Convolutional Neural Network [J].
Rahman, N. Juber ;
Nithya, P. .
FOURTH CONGRESS ON INTELLIGENT SYSTEMS, VOL 1, CIS 2023, 2024, 868 :297-308
[34]   A Huge Innovation in Diagnosis of Obstructive Sleep Apnea Syndrome: With an Artificial Intelligence-Based Algorithm, Obstructive Sleep Apnea Syndrome Can Now Be Diagnosed With Pulmonary Function Test [J].
Eris, Seval Bulut ;
Bozkurt, Mehmet Recep ;
Eris, Omer ;
Bilgin, Cahit .
IEEE ACCESS, 2025, 13 :15376-15389
[35]   Improving the diagnosis of obstructive sleep apnea in children with nocturnal oximetry-based evaluations [J].
Van Eyck, Annelies ;
Verhulst, Stijn L. .
EXPERT REVIEW OF RESPIRATORY MEDICINE, 2018, 12 (03) :165-167
[36]   The Prediction of Obstructive Sleep Apnea Using Data Mining Approaches [J].
Manoochehri, Zohreh ;
Rezaei, Mansour ;
Salari, Nader ;
Khazaie, Habibolah ;
Paveh, Behnam Khaledi ;
Manoochehri, Sara .
ARCHIVES OF IRANIAN MEDICINE, 2018, 21 (10) :460-465
[37]   Gas exchange parameters for the prediction of obstructive sleep apnea in infants [J].
Gyapay, Romane ;
Ioan, Iulia ;
Thieux, Marine ;
Guyon, Aurore ;
Ayari, Sonia ;
Hullo, Eglantine ;
Franco, Patricia ;
Coutier, Laurianne .
JOURNAL OF CLINICAL SLEEP MEDICINE, 2024, 20 (07) :1059-1067
[38]   Prediction of continuous positive airway pressure in obstructive sleep apnea [J].
Loredo, Jose S. ;
Berry, Charles ;
Nelesen, Richard A. ;
Dimsdale, Joel E. .
SLEEP AND BREATHING, 2007, 11 (01) :45-51
[39]   An Economic Evaluation of Home Versus Laboratory-Based Diagnosis of Obstructive Sleep Apnea [J].
Kim, Richard D. ;
Kapur, Vishesh K. ;
Redline-Bruch, Julie ;
Rueschman, Michael ;
Auckley, Dennis H. ;
Benca, Ruth M. ;
Foldvary-Schafer, Nancy R. ;
Iber, Conrad ;
Zee, Phyllis C. ;
Rosen, Carol L. ;
Redline, Susan ;
Ramsey, Scott D. .
SLEEP, 2015, 38 (07) :1027-1037
[40]   Detection and Prediction for Obstructive Sleep Apnea Recognition [J].
Reddy, T. Srinivas ;
Kumar, A. Pradeep ;
Mahesh, M. ;
Prabhakar, J. .
COMPUTATIONAL VISION AND BIO-INSPIRED COMPUTING ( ICCVBIC 2021), 2022, 1420 :393-400