AIMC Topic: Ovum

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Deep learning-based automated detection and multiclass classification of soil-transmitted helminths and Schistosoma mansoni eggs in fecal smear images.

Scientific reports Jul 1, 2025
In this work, we developed an automated system for the detection and classification of soil-transmitted helminths (STH) and Schistosoma (S.) mansoni eggs in microscopic images of fecal smears. We assembled an STH and S. mansoni dataset comprising ove...
Feces Image Processing, Computer-Assisted Ovum Humans Soil Animals Helminths Deep Learning Schistosoma mansoni Schistosomiasis mansoni Microscopy Parasite Egg Count Helminthiasis
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Research on machine vision online monitoring system for egg production and quality in cage environment.

Poultry science Nov 22, 2024
In the domain of egg production, the application of automation technologies is essential for boosting productivity and quality. This study introduces an online monitoring system designed for egg quality assessment within caged environments, incorpora...
Chickens Robotics Female Ovum Video Recording Animals Housing, Animal Animal Husbandry
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Predicting egg production rate and egg weight of broiler breeders based on machine learning and Shapley additive explanations.

Poultry science Oct 29, 2024
Egg production rate and egg weight are core indicators for evaluating the production performance of broiler breeders. The accurate prediction of these indicators can significantly enhance farm economic efficiency and can provide a basis for future pr...
Machine Learning Chickens Ovum Models, Biological Female Animals Animal Husbandry Reproduction Oviposition
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Lipidomics combined with random forest machine learning algorithms to reveal freshness markers for duck eggs during storage in different rearing systems.

Poultry science Aug 14, 2024
The differences in lipids in duck eggs between the 2 rearing systems during storage have not been fully studied. Herein, we propose untargeted lipidomics combined with a random forest (RF) algorithm to identify potential marker lipids based on ultra-...
Egg Yolk Egg White Ducks Food Storage Animal Husbandry Lipids Ovum Random Forest Tandem Mass Spectrometry Lipidomics Machine Learning Algorithms Animals
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Non-destructive prediction of fertility and sex in chicken eggs using the short wave near-infrared region.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Jun 26, 2024
The objective of this study was to evaluate the ability of a handheld near-infrared device (900-1600 nm) to predict fertility and sex (male and female) traits in-ovo. The NIR reflectance spectra of the egg samples were collected on days 0, 7, 14 and ...
Female Animals Male Spectroscopy, Near-Infrared Discriminant Analysis Fertility Support Vector Machine Sex Determination Analysis Chickens Principal Component Analysis Chick Embryo Ovum
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FEDM: a convolutional neural network based fertilised egg detection model.

British poultry science Jun 3, 2024
1. The production of goose eggs holds significant economic value on a global scale and the quality of fertilised eggs is crucial for the successful hatching and sustained development of the poultry industry. Developing a low-cost fertilised egg ident...
Ovum Geese Neural Networks, Computer Animals Animal Husbandry
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CVAE-DF: A hybrid deep learning framework for fertilization status detection of pre-incubation duck eggs based on VIS/NIR spectroscopy.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy May 31, 2024
Unfertilized duck eggs not removed prior to incubation will deteriorate quickly, posing a risk of contaminating the normally fertilized duck eggs. Thus, detecting the fertilization status of breeding duck eggs as early as possible is a meaningful and...
Ducks Fertilization Spectroscopy, Near-Infrared Deep Learning Ovum Animals
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Study of helminth eggs ( inactivation by anaerobic digestion and electrochemical treatment.

Gates open research Feb 12, 2024
BACKGROUND: The use of insufficiently treated wastewater or Faecal sludge in agriculture raises concerns because of the pathogen content. Helminth eggs (HE) are one of the most crucial pathogens for ensuring public health and safety. Widely used disi...
Disinfection Electrochemical Techniques Ovum Ascaris suum Anaerobiosis Wastewater Animals
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Parasitic egg recognition using convolution and attention network.

Scientific reports Sep 2, 2023
Intestinal parasitic infections (IPIs) caused by protozoan and helminth parasites are among the most common infections in humans in low-and-middle-income countries. IPIs affect not only the health status of a country, but also the economic sector. Ov...
Humans Microscopy Datasets as Topic Parasites Neural Networks, Computer Intestinal Diseases, Parasitic Animals Ovum
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An approach for goose egg recognition for robot picking based on deep learning.

British poultry science Apr 28, 2023
1. In a non-cage environment, goose eggs are buried in litter and goose feathers, leading to contamination and discolouration. Such random distribution of goose eggs poses a great challenge to the recognition and location for intelligent picking by r...
Ovum Geese Female Animals Chickens Animal Husbandry Robotics Deep Learning
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