AIMC Topic: Nutrients

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Build Deep Neural Network Models to Detect Common Edible Nuts from Photos and Estimate Nutrient Portfolio.

Nutrients Apr 26, 2024
Nuts are nutrient-dense foods and can be incorporated into a healthy diet. Artificial intelligence-powered diet-tracking apps may promote nut consumption by providing real-time, accurate nutrition information but depend on data and model availability...
Neural Networks, Computer Deep Learning Humans Nutritive Value Photography Nuts Nutrients
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Effluent parameters prediction of a biological nutrient removal (BNR) process using different machine learning methods: A case study.

Journal of environmental management Dec 30, 2023
This paper proposes a novel targeted blend of machine learning (ML) based approaches for controlling wastewater treatment plant (WWTP) operation by predicting distributions of key effluent parameters of a biological nutrient removal (BNR) process. Tw...
Nutrients Machine Learning Algorithms Support Vector Machine
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AI dietician: Unveiling the accuracy of ChatGPT's nutritional estimations.

Nutrition (Burbank, Los Angeles County, Calif.) Dec 12, 2023
We investigate the accuracy and reliability of ChatGPT, an artificial intelligence model developed by OpenAI, in providing nutritional information for dietary planning and weight management. The results have a reasonable level of accuracy, with energ...
Artificial Intelligence Reproducibility of Results Humans Nutritionists Nutrients Meals United States
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Surveying Nutrient Assessment with Photographs of Meals (SNAPMe): A Benchmark Dataset of Food Photos for Dietary Assessment.

Nutrients Nov 30, 2023
Photo-based dietary assessment is becoming more feasible as artificial intelligence methods improve. However, advancement of these methods for dietary assessment in research settings has been hindered by the lack of an appropriate dataset against whi...
Nutrients Meals Diet Benchmarking Diet Records Humans Artificial Intelligence Nutrition Assessment
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Artificial Intelligence Technology for Food Nutrition.

Nutrients Oct 27, 2023
Food nutrition is generally defined as the heat energy and nutrients obtained from food by the human body, such as protein, fat, carbohydrates and so on [...].
Food Nutrients Carbohydrates Energy Intake Humans Artificial Intelligence
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Application of classification machine learning algorithms for characterizing nutrient transport in a clay plain agricultural watershed.

Journal of environmental management Sep 6, 2023
Excess nutrients in surface water and groundwater can lead to water quality deterioration in available water resources. Thus, the classification of nutrient concentrations in water resources has gained significant attention during recent decades. Mac...
Phosphorus Clay Ontario Nutrients Machine Learning Algorithms
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Decoding the physiological response of plants to stress using deep learning for forecasting crop loss due to abiotic, biotic, and climatic variables.

Scientific reports May 26, 2023
This paper presents a simple method for detecting both biotic and abiotic stress in plants. Stress levels are measured based on the increase in nutrient uptake by plants as a mechanism of self-defense when under stress. A continuous electrical resist...
Stress, Physiological Cicer Seeds Nutrients Plants Deep Learning
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Vision-based food nutrition estimation via RGB-D fusion network.

Food chemistry May 17, 2023
With the development of deep learning technology, vision-based food nutrition estimation is gradually entering the public view for its advantage in accuracy and efficiency. In this paper, we designed one RGB-D fusion network, which integrated multimo...
Deep Learning Food Analysis Nutrients Nutritive Value
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Deep neural network for food image classification and nutrient identification: A systematic review.

Reviews in endocrine & metabolic disorders Mar 28, 2023
Technology impacts human life in both the aspects such as positive and negative, which helps in better communication and eliminating geographical boundaries. However, social media and mobile devices may lead to severe health conditions such as sleep ...
Databases, Factual Nutrients Machine Learning Nutritional Status Humans Neural Networks, Computer
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Application of hyperspectral imaging assisted with integrated deep learning approaches in identifying geographical origins and predicting nutrient contents of Coix seeds.

Food chemistry Oct 3, 2022
Coix seed (CS, Coix lachryma-jobi L. var. ma-yuen (Roman.) Stapf) has rich nutrients, including starch, protein and oil. The geographical origin with a protected geographical indication and high levels of nutrient contents ensures the quality of CS, ...
Hyperspectral Imaging Seeds Deep Learning Nutrients Coix
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