A review of digital innovations for diet monitoring and precision nutrition
BJ Mortazavi… - Journal of diabetes …, 2023 - journals.sagepub.com
This article provides an up-to-date review of technological advances in 3 key areas related
to diet monitoring and precision nutrition. First, we review developments in mobile …
to diet monitoring and precision nutrition. First, we review developments in mobile …
A systems approach to achieve equity in healthcare research
Healthcare in the United States is inequitable. The consequence of inequity is that the
burden of serious chronic disease, such as diabetes, falls disproportionately on populations …
burden of serious chronic disease, such as diabetes, falls disproportionately on populations …
Predicting the macronutrient composition of mixed meals from dietary biomarkers in blood
Diet monitoring is an essential intervention component for a number of diseases, from type 2
diabetes to cardiovascular diseases. However, current methods for diet monitoring are …
diabetes to cardiovascular diseases. However, current methods for diet monitoring are …
Modeling individual differences in food metabolism through alternating least squares
Understanding how macronutrients (eg, carbohydrates, protein, fat) affect blood glucose is of
broad interest in health and dietary research. The general effects are well known, eg, adding …
broad interest in health and dietary research. The general effects are well known, eg, adding …
Joint Embedding of Food Photographs and Blood Glucose for Improved Calorie Estimation
Type 2 diabetes has a significant impact on individuals' health and well-being, and diet
monitoring is an important tool in treating individuals. Accurate estimation of meal intake is …
monitoring is an important tool in treating individuals. Accurate estimation of meal intake is …
[PDF][PDF] Personalized Meal Classification Using Continuous Glucose Monitors.
Managing diabetes mellitus (DM) requires monitoring the glucose response to meals, also
known as the postprandial glucose response (PPGR). The PPGR to a meal is significantly …
known as the postprandial glucose response (PPGR). The PPGR to a meal is significantly …
Enhancing Continuous Glucose Monitoring-based Eating Detection with Wearable Biomarkers
Proper diet monitoring is a cornerstone of preventing and treating Type 2 Diabetes.
However, this usually relies on burdensome manual meal logging. Continuous glucose …
However, this usually relies on burdensome manual meal logging. Continuous glucose …
Macronutrient constraints and priors improve carbohydrate predictions from continuous glucose monitors
We propose an approach to estimate the macronu-trients in a meal automatically by
analyzing the meal's glucose response using off-the-shelf wearable sensors (continuous …
analyzing the meal's glucose response using off-the-shelf wearable sensors (continuous …
A Metric Learning Approach for Personalized Meal Macronutrient Estimation from Postprandial Glucose Response Signals
Managing diabetes requires following a healthy lifestyle, including monitoring dietary intake.
Prior work has shown that meals with different macronutrient composition can have distinct …
Prior work has shown that meals with different macronutrient composition can have distinct …
Flexible Models for Heterogeneous Biomedical Data
L Zhang - 2023 - search.proquest.com
With the development of biomedical sensing techniques and data storage, machine learning
has been widely applied to many healthcare applications from the abundance of data …
has been widely applied to many healthcare applications from the abundance of data …