Automatic, wearable-based, in-field eating detection approaches for public health research: a scoping review

BM Bell, R Alam, N Alshurafa, E Thomaz… - NPJ digital …, 2020 - nature.com
Dietary intake, eating behaviors, and context are important in chronic disease development,
yet our ability to accurately assess these in research settings can be limited by biased …

Fluid intake monitoring systems for the elderly: A review of the literature

R Cohen, G Fernie, A Roshan Fekr - Nutrients, 2021 - mdpi.com
Fluid intake monitoring is an essential component in preventing dehydration and
overhydration, especially for the senior population. Numerous critical health problems are …

Automatic food detection in egocentric images using artificial intelligence technology

W Jia, Y Li, R Qu, T Baranowski, LE Burke… - Public health …, 2019 - cambridge.org
ObjectiveTo develop an artificial intelligence (AI)-based algorithm which can automatically
detect food items from images acquired by an egocentric wearable camera for dietary …

Objective and subjective measurement of sedentary behavior in human adults: A toolkit

J Aunger, J Wagnild - American journal of human biology, 2022 - Wiley Online Library
Abstract Objectives Objectives: Human biologists are increasingly interested in measuring
and comparing physical activities in different societies. Sedentary behavior, which refers to …

Vision-based methods for food and fluid intake monitoring: a literature review

X Chen, EN Kamavuako - Sensors, 2023 - mdpi.com
Food and fluid intake monitoring are essential for reducing the risk of dehydration,
malnutrition, and obesity. The existing research has been preponderantly focused on dietary …

Dietary under-reporting: what foods and which meals are typically under-reported?

L Gemming, C Ni Mhurchu - European journal of clinical nutrition, 2016 - nature.com
Little objective information exists regarding which foods and meals are typically under-
reported during retrospective self-reported dietary assessments. Automated wearable …

Capturing eating behavior from video analysis: a systematic review

M Tufano, M Lasschuijt, A Chauhan, EJM Feskens… - Nutrients, 2022 - mdpi.com
Current methods to detect eating behavior events (ie, bites, chews, and swallows) lack
objective measurements, standard procedures, and automation. The video recordings of …

Kids' Cam: an objective methodology to study the world in which children live

LN Signal, MB Smith, M Barr, J Stanley… - American journal of …, 2017 - Elsevier
Introduction This paper reports on a new methodology to objectively study the world in which
children live. The primary research study (Kids' Cam Food Marketing) illustrates the method; …

Changes in the social context and conduct of eating in four Nordic countries between 1997 and 2012

L Holm, D Lauridsen, TB Lund, J Gronow, M Niva… - Appetite, 2016 - Elsevier
How have eating patterns changed in modern life? In public and academic debate concern
has been expressed that the social function of eating may be challenged by de-structuration …

Using wearable cameras to monitor eating and drinking behaviours during transport journeys

A Davies, V Chan, A Bauman, L Signal… - European Journal of …, 2021 - Springer
Purpose Young adults are vulnerable to weight gain and dietary behaviours such as 'eating
on the run'are likely contributors. The objective of this study was to examine eating and …