AIMC Topic: Nuts

Clear Filters Showing 1 to 9 of 9 articles

A deep learning based approach for classifying the maturity of cashew apples.

PloS one Jun 25, 2025
Over 95% of cashew apples are left to waste and rot on the ground. However, both cashew nuts and the often overlooked cashew apples possess significant nutritional and economic value. The cashew apple constitutes the major part (90%) of the cashew fr...
Nuts Fruit Anacardium Humans Deep Learning
View on PubMed DOI

Deep Learning-Based Detection of Aflatoxin B1 Contamination in Almonds Using Hyperspectral Imaging: A Focus on Optimized 3D Inception-ResNet Model.

Toxins Mar 22, 2025
Aflatoxin B1, a toxic carcinogen frequently contaminating almonds, nuts, and food products, poses significant health risks. Therefore, a rapid and non-destructive detection method is crucial to detect aflatoxin B1-contaminated almonds to ensure food ...
Support Vector Machine Food Contamination Nuts Hyperspectral Imaging Aflatoxin B1 Prunus dulcis Deep Learning
View on PubMed DOI

Measuring the Level of Aflatoxin Infection in Pistachio Nuts by Applying Machine Learning Techniques to Hyperspectral Images.

Sensors (Basel, Switzerland) Mar 2, 2025
This paper investigates the use of machine learning techniques on hyperspectral images of pistachios to detect and classify different levels of aflatoxin contamination. Aflatoxins are toxic compounds produced by moulds, posing health risks to consume...
Machine Learning Nuts Aflatoxins Food Contamination Hyperspectral Imaging Pistacia
View on PubMed DOI

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...
Humans Neural Networks, Computer Deep Learning Nutritive Value Photography Nuts Nutrients
View on PubMed DOI

The antidiabetic drug pioglitazone ameliorates betel-nut-induced carcinogenesis in mice by restoring normal lipid metabolism, reducing oxidative stress, and inducing apoptosis.

Journal of cancer research and therapeutics Apr 27, 2023
CONTEXT: Oral administration (2 mg mL-1) of aqueous extract of betel nut (AEBN) for 24 weeks induced oncogenic alterations in the liver of female Swiss Albino mice concomitant with aberrant lipid metabolism, overactivation of Akt/mTOR signaling, and ...
TOR Serine-Threonine Kinases Apoptosis Areca Oxidative Stress Lipids Mice Nuts Proto-Oncogene Proteins c-akt Carcinogenesis Female Hypoglycemic Agents Lipid Metabolism Animals Pioglitazone
View on PubMed DOI

We got nuts! use deep neural networks to classify images of common edible nuts.

Nutrition and health Jul 21, 2022
BACKGROUND: Nuts are nutrient-dense foods that contribute to healthier eating. Food image datasets enable artificial intelligence (AI) powered diet-tracking apps to help people monitor daily eating patterns.
Image Processing, Computer-Assisted Smartphone Mobile Applications Diet Deep Learning Nuts Arachis Photography Humans Neural Networks, Computer Artificial Intelligence
View on PubMed DOI

Chestnut shells (Italian cultivar "Marrone di Roccadaspide" PGI): Antioxidant activity and chemical investigation with in depth LC-HRMS/MS rationalization of tannins.

Food research international (Ottawa, Ont.) Nov 20, 2019
In Italy a particularly valuable chestnut is "Marrone di Roccadaspide", a protected geographical indication (PGI) product, deriving from a Castanea sativa cultivar, typical of Salerno province in Campania region. As chestnut industrial processes yiel...
Tandem Mass Spectrometry Calibration Ellagic Acid Fagaceae Hydrolyzable Tannins Humans Proanthocyanidins Antioxidants Nuts Triterpenes Glucosides Flavonoids Rationalization NF-kappa B Plant Extracts Phenols Tannins Italy Evaluation Studies as Topic Cell Proliferation Reactive Oxygen Species
View on PubMed DOI

Improving the environmental impact of palm kernel shell through maximizing its production of hydrogen and syngas using advanced artificial intelligence.

The Science of the total environment Dec 19, 2018
Fossil fuel depletion and the environmental concerns have been under discussion for energy production for many years and finding new and renewable energy sources became a must. Biomass is considered as a net zero CO energy source. Gasification of bio...
Biofuels Conservation of Energy Resources Gases Hydrogen Pyrolysis Fuzzy Logic Nuts Arecaceae
View on PubMed DOI

Characterization and Identification of Cryptic Biopeptides in (Wangenh K. Koch) Storage Proteins.

BioMed research international Nov 27, 2017
The objective of this research was to identify and characterize the encoded peptides present in nut storage proteins of . It was found, through in silico prediction, proteomic analysis, and MS spectrometry, that bioactive peptides were mainly found i...
Glutens Carya Protease Inhibitors Seeds Nuts Seed Storage Proteins Antioxidants Proteomics Peptides
View on PubMed DOI
Popular Topics
Recent Journals