Wearable sensing in eating episode monitoring: an updated systematic review protocol
Introduction Objective and accurate dietary monitoring is critical for comprehensive dietary assessment and improving nutritional health outcomes. The rapid advancement of wearable sensing technology presents a promising solution for effective dietary monitoring by reducing recall bias and enhancing...
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BMJ Publishing Group
2025-06-01
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| Series: | BMJ Open |
| Online Access: | https://bmjopen.bmj.com/content/15/6/e092175.full |
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| author | Jiaying Zhou Mingzhu Cai Mayue Shi |
| author_facet | Jiaying Zhou Mingzhu Cai Mayue Shi |
| author_sort | Jiaying Zhou |
| collection | DOAJ |
| description | Introduction Objective and accurate dietary monitoring is critical for comprehensive dietary assessment and improving nutritional health outcomes. The rapid advancement of wearable sensing technology presents a promising solution for effective dietary monitoring by reducing recall bias and enhancing user convenience, with potential benefits for both clinical chronic disease management and nutritional research. This systematic review aims to evaluate the effectiveness and feasibility of wearable sensors in monitoring dietary behaviours, while also examining the latest advancements in the field since 2020.Methods and analysis This protocol follows the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols guidelines for systematic review reporting. We will conduct a comprehensive search across MEDLINE, EMBASE, PubMed, IEEE Xplore and Web of Science to identify studies published between January 2020 and March 2025 involving human participants using wearable sensors for dietary intake monitoring. Studies that focus solely on the development of algorithms or applications for these sensors will be excluded. The outcomes of this review will include evaluations of sensor design, performance metrics and user experience.Ethics and dissemination Findings of this systematic review will be disseminated through peer-reviewed journals, conferences and seminar presentations. The data used do not include individual patient data, so no ethical approval is required. |
| format | Article |
| id | doaj-art-02e5054c9b0b4d548eaaee2b94f65788 |
| institution | OA Journals |
| issn | 2044-6055 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | BMJ Publishing Group |
| record_format | Article |
| series | BMJ Open |
| spelling | doaj-art-02e5054c9b0b4d548eaaee2b94f657882025-08-20T02:35:19ZengBMJ Publishing GroupBMJ Open2044-60552025-06-0115610.1136/bmjopen-2024-092175Wearable sensing in eating episode monitoring: an updated systematic review protocolJiaying Zhou0Mingzhu Cai1Mayue Shi2Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UKDepartment of Metabolism, Digestion and Reproduction, Imperial College London, London, UKDepartment of Electrical and Electronic Engineering, Imperial College London, London, UKIntroduction Objective and accurate dietary monitoring is critical for comprehensive dietary assessment and improving nutritional health outcomes. The rapid advancement of wearable sensing technology presents a promising solution for effective dietary monitoring by reducing recall bias and enhancing user convenience, with potential benefits for both clinical chronic disease management and nutritional research. This systematic review aims to evaluate the effectiveness and feasibility of wearable sensors in monitoring dietary behaviours, while also examining the latest advancements in the field since 2020.Methods and analysis This protocol follows the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols guidelines for systematic review reporting. We will conduct a comprehensive search across MEDLINE, EMBASE, PubMed, IEEE Xplore and Web of Science to identify studies published between January 2020 and March 2025 involving human participants using wearable sensors for dietary intake monitoring. Studies that focus solely on the development of algorithms or applications for these sensors will be excluded. The outcomes of this review will include evaluations of sensor design, performance metrics and user experience.Ethics and dissemination Findings of this systematic review will be disseminated through peer-reviewed journals, conferences and seminar presentations. The data used do not include individual patient data, so no ethical approval is required.https://bmjopen.bmj.com/content/15/6/e092175.full |
| spellingShingle | Jiaying Zhou Mingzhu Cai Mayue Shi Wearable sensing in eating episode monitoring: an updated systematic review protocol BMJ Open |
| title | Wearable sensing in eating episode monitoring: an updated systematic review protocol |
| title_full | Wearable sensing in eating episode monitoring: an updated systematic review protocol |
| title_fullStr | Wearable sensing in eating episode monitoring: an updated systematic review protocol |
| title_full_unstemmed | Wearable sensing in eating episode monitoring: an updated systematic review protocol |
| title_short | Wearable sensing in eating episode monitoring: an updated systematic review protocol |
| title_sort | wearable sensing in eating episode monitoring an updated systematic review protocol |
| url | https://bmjopen.bmj.com/content/15/6/e092175.full |
| work_keys_str_mv | AT jiayingzhou wearablesensingineatingepisodemonitoringanupdatedsystematicreviewprotocol AT mingzhucai wearablesensingineatingepisodemonitoringanupdatedsystematicreviewprotocol AT mayueshi wearablesensingineatingepisodemonitoringanupdatedsystematicreviewprotocol |