On the Use of Smartphones for Detecting Obstructive Sleep Apnea

被引:0
作者
Al-Mardini, Mamoun [1 ]
Aloul, Fadi [1 ]
Sagahyroon, Assim [1 ]
Al-Husseini, Luai [2 ]
机构
[1] Amer Univ Sharjah, Sharjah, U Arab Emirates
[2] Arab German Sleep Med, DABSM, Amman, Jordan
来源
2013 IEEE 13TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE) | 2013年
关键词
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Obstructive Sleep Apnea (OSA) is a common sleep disorder which is characterized by recurrent blockage of the upper airway, often resulting in oxygen desaturation. Attended overnight polysomnography (PSG) has been recommended as the golden standard for the diagnostic of OSA at hospitals, which requires an expensive attended overnight stay at a hospital with considerable wiring between the PSG device and the human body. In this work, we implement a reliable, comfortable, inexpensive, and easily available portable device that allows users to apply the OSA test at home without the need for attended overnight tests. The design takes advantage of a smartphone's built-in sensors, pervasiveness, computational capabilities, and userfriendly interface to screen OSA. We extract three main physiological signals to diagnose OSA which are (1) oxygen saturation using an external oximeter, (2) respiratory effort using the smartphone's built-in microphone, and (3) body movement using the smartphone's built-in accelerometer. The signals are analyzed on the smartphone to screen the OSA. Finally, we examine our system's ability to screen the disease as compared to the golden standard by testing it on 15 subjects. Results show that 100% of the sick subjects were correctly classified as having OSA, and 85.7% of the healthy subjects were correctly classified as not having OSA. These preliminary results demonstrate the effectiveness of the proposed system when compared to the golden standard and emphasize the important role of smartphones in healthcare.
引用
收藏
页数:4
相关论文
共 18 条
  • [1] Avoiding the supine position during sleep lowers 24 h blood pressure in obstructive sleep apnea (OSA) patients
    Berger, M
    Oksenberg, A
    Silverberg, DS
    Arons, E
    Radwan, H
    Iaina, A
    [J]. JOURNAL OF HUMAN HYPERTENSION, 1997, 11 (10) : 657 - 664
  • [2] An Inexpensive Accelerometer-Based Sleep-Apnea Screening Technique
    Bucklin, Christie L.
    Das, Manohar
    Luo, Sam L.
    [J]. PROCEEDINGS OF THE IEEE 2010 NATIONAL AEROSPACE AND ELECTRONICS CONFERENCE (NAECON), 2010, : 396 - 399
  • [3] Real-Time Detection of Apneas on a PDA
    Burgos, Alfredo
    Goni, Alfredo
    Illarramendi, Arantza
    Bermudez, Jesus
    [J]. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2010, 14 (04): : 995 - 1002
  • [4] A Wireless Portable System With Microsensors for Monitoring Respiratory Diseases
    Cao, Zhe
    Zhu, Rong
    Que, Rui-Yi
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2012, 59 (11) : 3110 - 3116
  • [5] Oxygen Desaturation Index from Nocturnal Oximetry: A Sensitive and Specific Tool to Detect Sleep-Disordered Breathing in Surgical Patients
    Chung, Frances
    Liao, Pu
    Elsaid, Hisham
    Islam, Sazzadul
    Shapiro, Colin M.
    Sun, Yuming
    [J]. ANESTHESIA AND ANALGESIA, 2012, 114 (05) : 993 - 1000
  • [6] Dargie W, 2009, CH CRC STUD INFO SER, P1
  • [7] Sleep-related breathing disorders in adults: Recommendations for syndrome definition and measurement techniques in clinical research
    Flemons, WW
    Buysse, D
    Redline, S
    Pack, A
    Strohl, K
    Wheatley, J
    Young, T
    Douglas, N
    Levy, P
    McNicholas, W
    Fleetham, J
    White, D
    Schmidt-Nowarra, W
    Carley, D
    Romaniuk, J
    [J]. SLEEP, 1999, 22 (05) : 667 - 689
  • [8] The effectiveness of M-health technologies for improving health and health services: A systematic review protocol
    Free C.
    Phillips G.
    Felix L.
    Galli L.
    Patel V.
    Edwards P.
    [J]. BMC Research Notes, 3 (1)
  • [9] Hamada Masashi, 2012, Tokai J Exp Clin Med, V37, P66
  • [10] Clinical tests: sensitivity and specificity
    Lalkhen, Abdul Ghaaliq
    McCluskey, Anthony
    [J]. BJA EDUCATION, 2008, 8 (06) : 221 - 223