[HTML][HTML] Perspective: Big data and machine learning could help advance nutritional epidemiology

JD Morgenstern, LC Rosella, AP Costa… - Advances in …, 2021 - Elsevier
The field of nutritional epidemiology faces challenges posed by measurement error, diet as
a complex exposure, and residual confounding. The objective of this perspective article is to …

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 …

Necksense: A multi-sensor necklace for detecting eating activities in free-living conditions

S Zhang, Y Zhao, DT Nguyen, R Xu, S Sen… - Proceedings of the …, 2020 - dl.acm.org
We present the design, implementation, and evaluation of a multi-sensor, low-power
necklace, NeckSense, for automatically and unobtrusively capturing fine-grained information …

Digital biomarkers for personalized nutrition: predicting meal moments and interstitial glucose with non-invasive, wearable technologies

WJ van den Brink, TJ van den Broek, S Palmisano… - Nutrients, 2022 - mdpi.com
Digital health technologies may support the management and prevention of disease through
personalized lifestyle interventions. Wearables and smartphones are increasingly used to …

MyDietCam: Development and usability study of a food recognition integrated dietary monitoring smartphone application

NA Kong, FM Moy, SH Ong, GA Tahir… - Digital Health, 2023 - journals.sagepub.com
Background Diet monitoring has been linked with improved eating habits and positive health
outcomes such as prevention of obesity. However, this is often unsustainable as traditional …

Development of a dental diet-tracking mobile app for improved caries-related dietary behaviours: Key features and pilot evaluation of quality

CE Goh, K Zheng, WY Chua, T Nguyen, C Liu… - Digital …, 2024 - journals.sagepub.com
Objective Diet significantly contributes to dental decay (caries) yet monitoring and modifying
patients' diets is a challenge for many dental practitioners. While many oral health and diet …

Counting bites and recognizing consumed food from videos for passive dietary monitoring

J Qiu, FPW Lo, S Jiang, YY Tsai… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Assessing dietary intake in epidemiological studies are predominantly based on self-reports,
which are subjective, inefficient, and also prone to error. Technological approaches are …

Technology to Automatically Record Eating Behavior in Real Life: A Systematic Review

H Hiraguchi, P Perone, A Toet, G Camps, AM Brouwer - Sensors, 2023 - mdpi.com
To monitor adherence to diets and to design and evaluate nutritional interventions, it is
essential to obtain objective knowledge about eating behavior. In most research, measures …

Nutritional optimization of fecal microbiota transplantation in humans: a scoping review

LM Teigen, A Hoeg, H Zehra, P Shah, R Johnson… - Gut …, 2025 - Taylor & Francis
Diet constitutes a major source of nutrient flow to the gut microbes. As such, it can be used to
help shape the gut microbiome. Fecal microbiota transplantation (FMT) is an increasingly …

[HTML][HTML] Perspective: a framework for addressing dynamic food consumption processes

JC Taylor, M Allman-Farinelli, J Chen, JM Gauglitz… - Advances in …, 2022 - Elsevier
The study of food consumption, diet, and related concepts is motivated by diverse goals,
including understanding why food consumption impacts our health, and why we eat the …