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What drives weight status among female university students? A machine learning analysis of sociodemographic, dietary, and lifestyle determinants.

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Title: What drives weight status among female university students? A machine learning analysis of sociodemographic, dietary, and lifestyle determinants.
Authors: Qasrawi R; Department of Computer Science, Al-Quds University, Jerusalem, Palestine.; Department of Computer Engineering, Istinye University, Istanbul, Türkiye., Ajab A; Department of Clinical Nutrition and Dietetics, College of Health Sciences, University of Sharjah, Sharjah, United Arab Emirates., Cheikh Ismail L; Department of Clinical Nutrition and Dietetics, College of Health Sciences, University of Sharjah, Sharjah, United Arab Emirates.; Nuffield Department of Women's & Reproductive Health, University of Oxford, Oxford, United Kingdom., Al Dhaheri A; Department of Nutrition and Health, College of Medicine and Health Sciences, UAE University, Al Ain, United Arab Emirates., Alblooshi S; Department of Health Sciences, College of Natural and Health Sciences, Zayed University, Dubai, United Arab Emirates., Abu Ghoush R; Department of Computer Science, Al-Quds University, Jerusalem, Palestine., Vicuna Polo S; Department of Computer Science, Al-Quds University, Jerusalem, Palestine., Amro M; Department of Computer Science, Al-Quds University, Jerusalem, Palestine., Thwib S; Department of Computer Science, Al-Quds University, Jerusalem, Palestine., Issa G; Department of Computer Science, Al-Quds University, Jerusalem, Palestine., Al Sabbah H; Department of Public Health, College of Health Sciences, Abu Dhabi University, Abu Dhabi, United Arab Emirates.
Source: Frontiers in nutrition [Front Nutr] 2025 Jul 18; Vol. 12, pp. 1574063. Date of Electronic Publication: 2025 Jul 18 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S. A Country of Publication: Switzerland NLM ID: 101642264 Publication Model: eCollection Cited Medium: Print ISSN: 2296-861X (Print) Linking ISSN: 2296861X NLM ISO Abbreviation: Front Nutr Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Qasrawi+R%22">Qasrawi R</searchLink>; Department of Computer Science, Al-Quds University, Jerusalem, Palestine.; Department of Computer Engineering, Istinye University, Istanbul, Türkiye.<br /><searchLink fieldCode="AU" term="%22Ajab+A%22">Ajab A</searchLink>; Department of Clinical Nutrition and Dietetics, College of Health Sciences, University of Sharjah, Sharjah, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Cheikh+Ismail+L%22">Cheikh Ismail L</searchLink>; Department of Clinical Nutrition and Dietetics, College of Health Sciences, University of Sharjah, Sharjah, United Arab Emirates.; Nuffield Department of Women's & Reproductive Health, University of Oxford, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Al+Dhaheri+A%22">Al Dhaheri A</searchLink>; Department of Nutrition and Health, College of Medicine and Health Sciences, UAE University, Al Ain, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Alblooshi+S%22">Alblooshi S</searchLink>; Department of Health Sciences, College of Natural and Health Sciences, Zayed University, Dubai, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Abu+Ghoush+R%22">Abu Ghoush R</searchLink>; Department of Computer Science, Al-Quds University, Jerusalem, Palestine.<br /><searchLink fieldCode="AU" term="%22Vicuna+Polo+S%22">Vicuna Polo S</searchLink>; Department of Computer Science, Al-Quds University, Jerusalem, Palestine.<br /><searchLink fieldCode="AU" term="%22Amro+M%22">Amro M</searchLink>; Department of Computer Science, Al-Quds University, Jerusalem, Palestine.<br /><searchLink fieldCode="AU" term="%22Thwib+S%22">Thwib S</searchLink>; Department of Computer Science, Al-Quds University, Jerusalem, Palestine.<br /><searchLink fieldCode="AU" term="%22Issa+G%22">Issa G</searchLink>; Department of Computer Science, Al-Quds University, Jerusalem, Palestine.<br /><searchLink fieldCode="AU" term="%22Al+Sabbah+H%22">Al Sabbah H</searchLink>; Department of Public Health, College of Health Sciences, Abu Dhabi University, Abu Dhabi, United Arab Emirates.
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