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Proxy-based modeling of indoor air pollution exposure and nonlinear health patterns in biomass-dependent households using machine learning.

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Title: Proxy-based modeling of indoor air pollution exposure and nonlinear health patterns in biomass-dependent households using machine learning.
Authors: Odebode A; Bishop Barham University College, Uganda Christian University, Kabale, Uganda., Lasekan O; Universidad Católica de Temuco, Temuco, Chile., Ogundele A; Universidad de La Frontera, Temuco, Chile., Silva HH; Universidad de La Frontera, Temuco, Chile., Adigun B; ART Clinic, Regional Referral Hospital, Kabale, Uganda.
Source: Frontiers in public health [Front Public Health] 2026 Jul 01; Vol. 14, pp. 1863424. Date of Electronic Publication: 2026 Jul 01 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Odebode+A%22">Odebode A</searchLink>; Bishop Barham University College, Uganda Christian University, Kabale, Uganda.<br /><searchLink fieldCode="AU" term="%22Lasekan+O%22">Lasekan O</searchLink>; Universidad Católica de Temuco, Temuco, Chile.<br /><searchLink fieldCode="AU" term="%22Ogundele+A%22">Ogundele A</searchLink>; Universidad de La Frontera, Temuco, Chile.<br /><searchLink fieldCode="AU" term="%22Silva+HH%22">Silva HH</searchLink>; Universidad de La Frontera, Temuco, Chile.<br /><searchLink fieldCode="AU" term="%22Adigun+B%22">Adigun B</searchLink>; ART Clinic, Regional Referral Hospital, Kabale, Uganda.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Editorial+Office%22">Frontiers Editorial Office </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101616579 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2296-2565 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222962565%22">22962565 </searchLink><i>NLM ISO Abbreviation: </i>Front Public Health <i>Subsets: </i>MEDLINE
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        Value: 10.3389/fpubh.2026.1863424
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      – Code: eng
        Text: English
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        StartPage: 1863424
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      – TitleFull: Proxy-based modeling of indoor air pollution exposure and nonlinear health patterns in biomass-dependent households using machine learning.
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            – D: 01
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              Text: 2026 Jul 01
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