Self-Applied Home Sleep Recordings The Future of Sleep Medicine

被引:12
作者
Korkalainen, Henri [1 ,2 ]
Nikkonen, Sami [1 ,2 ]
Kainulainen, Samu [1 ,2 ]
Dwivedi, Amit Krishna [1 ,2 ]
Myllymaa, Sami [1 ,2 ]
Leppanen, Timo [1 ,2 ,3 ]
Toyras, Juha [1 ,3 ,4 ]
机构
[1] Univ Eastern Finland, Dept Appl Phys, POB 1627, Kuopio 70211, Finland
[2] Kuopio Univ Hosp, Diagnost Imaging Ctr, Kuopio, Finland
[3] Univ Queensland, Sch Informat Technol & Elect Engn, Brisbane, Qld, Australia
[4] Kuopio Univ Hosp, Sci Serv Ctr, Kuopio, Finland
基金
芬兰科学院; 欧盟地平线“2020”;
关键词
Sleep disorders; Home sleep recordings; Machine learning; Deep learning; Electroencephalography; Photoplethysmography; Wearables; Medical devices; TO-NIGHT VARIABILITY; AMERICAN ACADEMY; CLINICAL POPULATION; PORTABLE MONITORS; APNEA; POLYSOMNOGRAPHY; DIAGNOSIS; RELIABILITY; PARAMETERS; AROUSAL;
D O I
10.1016/j.jsmc.2021.07.003
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
[No abstract available]
引用
收藏
页码:545 / 556
页数:12
相关论文
共 67 条
[1]   Portable monitors in the diagnosis of obstructive sleep apnea [J].
Ahmed, Murtuza ;
Patel, Nirav P. ;
Rosen, Ilene .
CHEST, 2007, 132 (05) :1672-1677
[2]  
[Anonymous], 2018, AM ACAD SLEEP MED
[3]  
[Anonymous], 2014, INT CLASSIFICATION S
[4]  
Arnal P. J., 2020, SLEEP, V43, P1
[5]   Variability in recording and scoring of respiratory events during sleep in Europe: a need for uniform standards [J].
Arnardottir, Erna S. ;
Verbraecken, Johan ;
Goncalves, Marta ;
Gjerstad, Michaela D. ;
Grote, Ludger ;
Javier Puertas, Francisco ;
Mihaicuta, Stefan ;
Mcnicholas, Walter T. ;
Parrino, Liborio .
JOURNAL OF SLEEP RESEARCH, 2016, 25 (02) :144-157
[6]   Automatic and Unsupervised Snore Sound Extraction From Respiratory Sound Signals [J].
Azarbarzin, Ali ;
Moussavi, Zahra M. K. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2011, 58 (05) :1156-1162
[7]   Estimation of sleep stages in a healthy adult population from optical plethysmography and accelerometer signals [J].
Beattie, Z. ;
Oyang, Y. ;
Statan, A. ;
Ghoreyshi, A. ;
Pantelopoulos, A. ;
Russell, A. ;
Heneghan, C. .
PHYSIOLOGICAL MEASUREMENT, 2017, 38 (11) :1968-1979
[8]   Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis [J].
Benjafield, Adam V. ;
Ayas, Najib T. ;
Eastwood, Peter R. ;
Heinzer, Raphael ;
Ip, Mary S. M. ;
Morrell, Mary J. ;
Nunez, Carlos M. ;
Patel, Sanjay R. ;
Penzel, Thomas ;
Pepin, Jean-Louis D. ;
Peppard, Paul E. ;
Sinha, Sanjeev ;
Tufik, Sergio ;
Valentine, Kate ;
Malhotra, Atul .
LANCET RESPIRATORY MEDICINE, 2019, 7 (08) :687-698
[9]  
Berry R., 2018, AM ACAD SLEEP MED
[10]   Sleep devices: wearables and nearables, informational and interventional, consumer and clinical [J].
Bianchi, Matt T. .
METABOLISM-CLINICAL AND EXPERIMENTAL, 2018, 84 :99-108