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 …
malnutrition, and obesity. The existing research has been preponderantly focused on dietary …
Technology to Automatically Record Eating Behavior in Real Life: A Systematic Review
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 …
essential to obtain objective knowledge about eating behavior. In most research, measures …
[HTML][HTML] EatSense: human centric, action recognition and localization dataset for understanding eating behaviors and quality of motion assessment
Current datasets for computer vision-based action recognition and localization cover a wide
range of classes and challenging scenarios. However, these datasets don't cater to …
range of classes and challenging scenarios. However, these datasets don't cater to …
Data-driven meal events detection using blood glucose response patterns
Abstract Background In the Diabetes domain, events such as meals and exercises play an
important role in the disease management. For that, many studies focus on automatic meal …
important role in the disease management. For that, many studies focus on automatic meal …
The use of machine learning in paediatric nutrition
A Young, MJ Johnson, RM Beattie - Current Opinion in Clinical …, 2024 - journals.lww.com
Machine learning techniques are reaching maturity and their impact on observational data
analysis and behaviour change will come to fruition in the next 5 years. A set of standards …
analysis and behaviour change will come to fruition in the next 5 years. A set of standards …
Methods for volume inference of non-medical objects from images: A short review
B Nabitchita, NJ Gonçalves, PJ Coelho… - Journal of Ambient …, 2024 - content.iospress.com
Nowadays, the object's volume is essential for monitoring any scene. Technological
equipment is evolving, and mobile devices and other devices embed high-resolution …
equipment is evolving, and mobile devices and other devices embed high-resolution …
Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling
Food intake monitoring plays an important role in personal dietary systems. Numerous
approaches have been proposed to automatically detect eating gestures using various …
approaches have been proposed to automatically detect eating gestures using various …
[PDF][PDF] Beslenmede İnovasyon: Yapay Zekâ Destekli Kişiselleştirilmiş Beslenme: Tanı ve Tedavideki Gelişmeler.
Sağlığın korunmasında ve sürdürülmesinde beslenmenin önemi her geçen gün daha iyi
anlaşılmaktadır. Bireylere, kişiye özel yani kişiselleştirilmiş beslenme önerilerinin yapılması …
anlaşılmaktadır. Bireylere, kişiye özel yani kişiselleştirilmiş beslenme önerilerinin yapılması …
Feasibility analysis of an electrogastrography sensor for digestion detection
PA Neves, NJ Gonçalves, P Varanda… - 2023 6th Conference …, 2023 - ieeexplore.ieee.org
This paper presents a preliminary study on the use of an electrogastrography sensor for
digestion detection and monitoring. The chosen architecture is based on the BITalino …
digestion detection and monitoring. The chosen architecture is based on the BITalino …
Differentiating Fluid-intake-related Swallowing Events from Saliva and Solid Food Intake Using Swallowing Sounds and Conventional Machine Learning
IA Ismail, EN Kamavuako - 2024 IEEE 22nd Mediterranean …, 2024 - ieeexplore.ieee.org
Dehydration poses a prevalent issue among older adults, significantly impacting their health
and well-being and, in some cases, leading to fatal outcomes due to diminished thirst …
and well-being and, in some cases, leading to fatal outcomes due to diminished thirst …