AIMC Topic: Meals

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Incorporating Unannounced Meals and Exercise in Adaptive Learning of Personalized Models for Multivariable Artificial Pancreas Systems.

Journal of diabetes science and technology Jul 31, 2018
BACKGROUND: Despite the recent advancements in the modeling of glycemic dynamics for type 1 diabetes mellitus, automatically considering unannounced meals and exercise without manual user inputs remains challenging.
Hypoglycemic Agents Meals Insulin Infusion Systems Pancreas, Artificial Insulin Diabetes Mellitus, Type 1 Blood Glucose Humans Machine Learning Algorithms Exercise
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Overweight postmenopausal women with different plasma estradiol concentrations present with a similar pattern of energy expenditure and substrate oxidation rate before and after a fatty meal challenge.

Clinical nutrition ESPEN Jun 2, 2016
Menopause-related withdrawal of ovarian estrogens is associated with reduced energy metabolism and overall impairment of substrate oxidation. Estradiol's withdrawal after menopause is associated with a reduction in energy metabolism and impaired subs...
Calorimetry, Indirect Carbohydrate Metabolism Dietary Fats Menopause Meals Intra-Abdominal Fat Postmenopause Oxidation-Reduction Body Composition Obesity Child Postprandial Period Estradiol Energy Metabolism Estrogens Lipid Metabolism Female Humans Body Mass Index Eating Middle Aged
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Assessment of In-Meal Eating Behaviour using Fuzzy SVM.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Certain patterns of eating behaviour during meal have been identified as risk factors for long-term abnormal eating development in healthy individuals and, eventually, can affect the body weight. To detect early signs of problematic eating behaviour,...
Algorithms Support Vector Machine Humans Feeding Behavior Meals Obesity Eating
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An Artificial Intelligence-Based System for Nutrient Intake Assessment of Hospitalised Patients.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Regular nutrient intake monitoring in hospitalised patients plays a critical role in reducing the risk of disease-related malnutrition (DRM). Although several methods to estimate nutrient intake have been developed, there is still a clear demand for ...
Meals Nutrition Assessment Inpatients Nutrients Nutritional Status Artificial Intelligence Algorithms Humans
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Detecting Meals In the Wild Using the Inertial Data of a Typical Smartwatch.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Automated and objective monitoring of eating behavior has received the attention of both the research community and the industry over the past few years. In this paper we present a method for automatically detecting meals in free living conditions, u...
Neural Networks, Computer Algorithms Humans Feeding Behavior Meals Mobile Applications Signal Processing, Computer-Assisted
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Personalised meal eating behaviour analysis via semi-supervised learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Automated monitoring and analysis of eating behaviour patterns, i.e., "how one eats", has recently received much attention by the research community, owing to the association of eating patterns with health-related problems and especially obesity and ...
Feeding Behavior Supervised Machine Learning Meals
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