Evidence map›Paper›PMID 41053911›Full record

ArticleBMC nutrition2025

Multiple physiological and behavioural parameters identification for dietary monitoring using wearable sensors: a study protocol.

Mayue Shi, Jiaying Zhou, Mingzhu Cai

Registry-linked trialAbstract read
In one paragraph

Article in BMC nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06398340 (Identifying Physiological Biomarkers for Monitoring Dietary Behaviours), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06398340 narecruitingnot on this map

Identifying Physiological Biomarkers for Monitoring Dietary Behaviours

TypeinterventionalSponsorImperial College LondonRan2024 to 2025Enrolled10ConditionsEnergy Intake, Metabolism, Digestion, WearablesArmsHigh Calorie Meal Intervention, Low Calorie Meal Intervention
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Mayue Shi *Department of Electrical and Electronic Engineering, Imperial College London, London, UK. m.shi16@imperial.ac.uk.
Jiaying ZhouDepartment of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.
Mingzhu Cai *Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK. m.cai18@imperial.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionTraditional dietary intake assessment is labour- and time-consuming and prone to inaccuracies and biases. Emerging wearable sensing technology may offer a promising solution. This protocol paper describes a study investigating the physiological responses to energy intake utilising a customised wearable multi-sensor band, which is specifically designed to monitor multiple physiological and behavioural responses related to eating and digestion events for dietary monitoring. METHODS AND ANALYSIS: This study will recruit 10 healthy volunteers from databases and public advertisements, with informed consent required prior to participation. Participants will attend two main study visits at a clinical research facility, consuming pre-defined high- and low-calorie meals in a randomised order. Wearable sensors will be worn throughout the eating episodes to track hand-to-mouth movements and physiological changes, including skin temperature (Tsk), heart rate (HR), and oxygen saturation (SpO ETHICS AND DISSEMINATION: Ethical approval has been granted by London - Westminster Research Ethics Committee. REC reference: 23/PR/1379. Written informed consent will be obtained from all participants. Findings will be disseminated through peer-reviewed journals, conferences, and seminar presentations. Protocol V.5. Protocol date: 16 January 2024. TRIAL REGISTRATION NUMBER: NCT06398340 in ClinicalTrials.gov, registration date 03 May 2024.

Indexed as

Dietary behaviourFood intakePhysiological biomarkersWearable sensors

Identifiers

PMID41053911
PMCPMC12502534

What OpenQuestion holds

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LicenceCC BY
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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.