Results 121 to 130 of about 7,236 (229)

Meal-taking activity monitoring in the elderly based on sensor data: Comparison of unsupervised classification methods [PDF]

open access: yes18th International Conference on e-Health, IADIS -- International Association for the Development of the Information Society, Jul 2024, BUDAPEST, Hungary
In an era marked by a demographic change towards an older population, there is an urgent need to improve nutritional monitoring in view of the increase in frailty. This research aims to enhance the identification of meal-taking activities by combining K-Means, GMM, and DBSCAN techniques.
arxiv  

NutriGen: Personalized Meal Plan Generator Leveraging Large Language Models to Enhance Dietary and Nutritional Adherence [PDF]

open access: yesarXiv
Maintaining a balanced diet is essential for overall health, yet many individuals struggle with meal planning due to nutritional complexity, time constraints, and lack of dietary knowledge. Personalized food recommendations can help address these challenges by tailoring meal plans to individual preferences, habits, and dietary restrictions.
arxiv  

Multilevel functional data analysis modeling of human glucose response to meal intake [PDF]

open access: yesarXiv
Glucose meal response information collected via Continuous Glucose Monitoring (CGM) is relevant to the assessment of individual metabolic status and the support of personalized diet prescriptions. However, the complexity of the data produced by CGM monitors pushes the limits of existing analytic methods.
arxiv  

A Novel Approach to Balance Convenience and Nutrition in Meals With Long-Term Group Recommendations and Reasoning on Multimodal Recipes and its Implementation in BEACON [PDF]

open access: yesarXiv
"A common decision made by people, whether healthy or with health conditions, is choosing meals like breakfast, lunch, and dinner, comprising combinations of foods for appetizer, main course, side dishes, desserts, and beverages. Often, this decision involves tradeoffs between nutritious choices (e.g., salt and sugar levels, nutrition content) and ...
arxiv  

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