AIMC Topic: Micronutrients

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Nutritional intake of micronutrient and macronutrient and type 2 diabetes: machine learning schemes.

Journal of health, population, and nutrition Feb 7, 2025
BACKGROUND: Diabetes mellitus, an endocrine system disease, is a common disease involving many patients worldwide. Many studies are performed to evaluate the correlation between micronutrients/macronutrients on diabetes but few of them have a high st...
Adult Male Middle Aged Diet Machine Learning Female Aged Logistic Models Nutrients Iran Micronutrients Incidence Cohort Studies Diabetes Mellitus, Type 2 Humans
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Spectroscopy-based chemometrics combined machine learning modeling predicts cashew foliar macro- and micronutrients.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Jun 9, 2024
Precision nutrient management in orchard crops needs precise, accurate, and real-time information on the plant's nutritional status. This is limited by the fact that it requires extensive leaf sampling and chemical analysis when it is to be done over...
Spectroscopy, Near-Infrared Plant Leaves Least-Squares Analysis Chemometrics Micronutrients Anacardium Machine Learning
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Identification and prediction of association patterns between nutrient intake and anemia using machine learning techniques: results from a cross-sectional study with university female students from Palestine.

European journal of nutrition Mar 21, 2024
PURPOSE: This study utilized data mining and machine learning (ML) techniques to identify new patterns and classifications of the associations between nutrient intake and anemia among university students.
Female Young Adult Adult Humans Machine Learning Adolescent Universities Cluster Analysis Vitamins Cross-Sectional Studies Diet Students Anemia Middle East Minerals Micronutrients Arabs
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Predicting Unreported Micronutrients From Food Labels: Machine Learning Approach.

Journal of medical Internet research Apr 12, 2023
BACKGROUND: Micronutrient deficiencies represent a major global health issue, with over 2 billion individuals experiencing deficiencies in essential vitamins and minerals. Food labels provide consumers with information regarding the nutritional conte...
Food Labeling Machine Learning Algorithms Diet Minerals Micronutrients Mobile Applications Vitamins Humans
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Micronutrient seed priming: new insights in ameliorating heavy metal stress.

Environmental science and pollution research international Jul 4, 2022
Plants need to survive with changing environmental conditions, be it different accessibility to water or nutrients, or attack by insects or pathogens. Few of these changes, especially heavy metal stress, can become more stressful and needed strong co...
Plants Micronutrients Seeds Germination Metals, Heavy Metalloids
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Effective prediction of soil micronutrients using Additive Gaussian process with RAM augmentation.

Computational biology and chemistry Apr 20, 2022
In soil chemistry, the nutrients exhibit non-linear and complex relationships owing to their stochastic nature but mostly their similarity is a function of the distance between the data points. The similarity assessment using distance metrics is a po...
Micronutrients Normal Distribution Algorithms Soil Deep Learning
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Human breast milk-based nutritherapy: A blueprint for pediatric healthcare.

Journal of food and drug analysis Jun 15, 2021
Human Breast Milk (HBM) is a storehouse of micronutrients, macronutrients, immune factors, microbiota and numerous other bioactive macromolecules. Fulfilment of optimum nutritional requirements of more than 240 million malnourished infants worldwide ...
Infant Humans Micronutrients Child Nutritive Value Delivery of Health Care Milk, Human Female Oligosaccharides
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Development of an artificial neural network model to simulate the growth of microalga Chlorella vulgaris incorporating the effect of micronutrients.

Journal of biotechnology Feb 22, 2020
Artificial neural network (ANN) models can be trained to simulate the dynamic behavior of biological systems. In the present study, an ANN model was developed upon multilayer perceptron neural network architecture with 23-20-1 configuration to predic...
Nitrogen Algorithms Models, Biological Carbon Dioxide Databases, Factual Micronutrients Neural Networks, Computer Cell Culture Techniques Temperature Microalgae Chlorella vulgaris
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Microwave-assisted digestion using diluted HNO and HO for macro and microelements determination in guarana samples by ICP OES.

Food chemistry Dec 26, 2017
A microwave-assisted digestion procedure using diluted HNO and HO was developed for multi-element determination in guarana samples by ICP OES. Optimization step was performed employing a mixture design with pseudocomponents using HNO, HO and HO. The ...
Spectrum Analysis Metals Microwaves Paullinia Food Analysis Seeds Nitric Acid Brazil Carbon Hydrogen Peroxide Micronutrients
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Impact of milk based micronutrient supplementation in school children in Quito-Ecuador.

Nutricion hospitalaria Nov 17, 2017
BACKGROUND: The most common micronutrient deficiencies in Ecuadorian schoolchildren are vitamin A (VA), zinc, and iron. The objective of the present study was to test the efficacy of cow's milk as a vehicle for VA, zinc, and iron supplementation.
Milk Ecuador Vitamin A Deficiency Anemia, Iron-Deficiency Micronutrients Iron Deficiencies Cattle Dietary Supplements Double-Blind Method Animals Male Humans Zinc Female Child
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