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Diagnostic value of wearable and contactless technologies for detecting obstructive sleep apnea: a systematic review and meta-analysis.

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Title: Diagnostic value of wearable and contactless technologies for detecting obstructive sleep apnea: a systematic review and meta-analysis.
Authors: Hasanain M; Dow Medical College, Karachi, Pakistan. muhammad.hasanain.mh@gmail.com., Akram A; Dow Medical College, Karachi, Pakistan., Kabir A; Dow Medical College, Karachi, Pakistan., Javed H; Dow Medical College, Karachi, Pakistan., Usman M; Dow Medical College, Karachi, Pakistan., Jaffar H; SUNY Upstate Medical University, Syracuse, NY, USA., Khan AA; Rawal Institute of Health Sciences, Islamabad, Pakistan., Ali Malik GM; Dow International Medical College, Karachi, Pakistan., Tabassum M; Jinnah Sindh Medical University, Karachi, Pakistan., Faizan M; Dow Medical College, Karachi, Pakistan., Anjum MU; Dow Medical College, Karachi, Pakistan., Umer M; Saint Michael's Medical Center, Newark, NJ, USA., Surani S; Texas A&M University, College Station, TX, USA.
Source: Sleep & breathing = Schlaf & Atmung [Sleep Breath] 2025 Nov 27; Vol. 29 (6), pp. 368. Date of Electronic Publication: 2025 Nov 27.
Publication Type: Journal Article; Systematic Review; Meta-Analysis
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 9804161 Publication Model: Electronic Cited Medium: Internet ISSN: 1522-1709 (Electronic) Linking ISSN: 15209512 NLM ISO Abbreviation: Sleep Breath Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Diagnostic value of wearable and contactless technologies for detecting obstructive sleep apnea: a systematic review and meta-analysis.
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  Data: <searchLink fieldCode="AU" term="%22Hasanain+M%22">Hasanain M</searchLink>; Dow Medical College, Karachi, Pakistan. muhammad.hasanain.mh@gmail.com.<br /><searchLink fieldCode="AU" term="%22Akram+A%22">Akram A</searchLink>; Dow Medical College, Karachi, Pakistan.<br /><searchLink fieldCode="AU" term="%22Kabir+A%22">Kabir A</searchLink>; Dow Medical College, Karachi, Pakistan.<br /><searchLink fieldCode="AU" term="%22Javed+H%22">Javed H</searchLink>; Dow Medical College, Karachi, Pakistan.<br /><searchLink fieldCode="AU" term="%22Usman+M%22">Usman M</searchLink>; Dow Medical College, Karachi, Pakistan.<br /><searchLink fieldCode="AU" term="%22Jaffar+H%22">Jaffar H</searchLink>; SUNY Upstate Medical University, Syracuse, NY, USA.<br /><searchLink fieldCode="AU" term="%22Khan+AA%22">Khan AA</searchLink>; Rawal Institute of Health Sciences, Islamabad, Pakistan.<br /><searchLink fieldCode="AU" term="%22Ali+Malik+GM%22">Ali Malik GM</searchLink>; Dow International Medical College, Karachi, Pakistan.<br /><searchLink fieldCode="AU" term="%22Tabassum+M%22">Tabassum M</searchLink>; Jinnah Sindh Medical University, Karachi, Pakistan.<br /><searchLink fieldCode="AU" term="%22Faizan+M%22">Faizan M</searchLink>; Dow Medical College, Karachi, Pakistan.<br /><searchLink fieldCode="AU" term="%22Anjum+MU%22">Anjum MU</searchLink>; Dow Medical College, Karachi, Pakistan.<br /><searchLink fieldCode="AU" term="%22Umer+M%22">Umer M</searchLink>; Saint Michael's Medical Center, Newark, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Surani+S%22">Surani S</searchLink>; Texas A&M University, College Station, TX, USA.
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  Data: <searchLink fieldCode="JN" term="%229804161%22">Sleep & breathing = Schlaf & Atmung</searchLink> [Sleep Breath] 2025 Nov 27; Vol. 29 (6), pp. 368. <i>Date of Electronic Publication: </i>2025 Nov 27.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9804161 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1522-1709 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215209512%22">15209512 </searchLink><i>NLM ISO Abbreviation: </i>Sleep Breath <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s11325-025-03544-4
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        Text: English
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        StartPage: 368
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      – TitleFull: Diagnostic value of wearable and contactless technologies for detecting obstructive sleep apnea: a systematic review and meta-analysis.
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              Text: 2025 Nov 27
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