AIMC Topic: Sheep, Domestic

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Predicting genetic merit in Harnali sheep using machine learning techniques.

Tropical animal health and production Jun 3, 2025
Machine learning techniques offer promising avenues for enhancing animal breeding programs by leveraging genomic and phenotypic data to predict valuable traits accurately. In this study, we evaluated seven machine learning algorithms viz., K-nearest ...
Machine Learning Algorithms Phenotype Bayes Theorem Breeding Pedigree Sheep, Domestic Female Animals Male
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Comparison of machine learning algorithms and multiple linear regression for live weight estimation of Akkaraman lambs.

Tropical animal health and production Sep 3, 2024
This study was designed to predict the post-weaning weights of Akkaraman lambs reared on different farms using multiple linear regression and machine learning algorithms. The effect of factors the age of the dam, gender, type of lambing, enterprise, ...
Machine Learning Algorithms Sheep, Domestic Female India Body Weight Birth Weight Sheep Animals Linear Models Male
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Carcass traits and morphometry, typification of the Longissimus dorsi muscle and non-carcass components of hair lambs: can biscuit bran completely replace corn? A machine learning approach.

Tropical animal health and production May 13, 2024
Biscuit bran (BB) is a co-product with worldwide distribution, with Brazil as the second largest cookie producer in the world with 1,157,051 tons. We evaluate the impact of completely replacing corn with BB on the characteristics and morphometry of c...
Machine Learning Animals Male Diet Body Composition Brazil Red Meat Animal Feed Meat Sheep, Domestic Zea mays
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CT image segmentation of meat sheep Loin based on deep learning.

PloS one Nov 2, 2023
There are no clear boundaries between internal tissues in sheep Computerized Tomography images, and it is difficult for traditional methods to meet the requirements of image segmentation in application. Deep learning has shown excellent performance i...
Male Deep Learning Image Processing, Computer-Assisted Australia Tomography, X-Ray Computed Animals Meat Sheep Sheep, Domestic
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Drone approach parameters leading to lower stress sheep flocking and movement: sky shepherding.

Scientific reports Apr 8, 2021
Consumer groups are pressuring modern farmers to be more efficient with a focus on better animal welfare. Herding risks farmer lives, involves stress from farm dogs, and if not performed often and intelligently, risks neglect. We examined the behavio...
Sheep, Domestic Artificial Intelligence Animals Animal Welfare Movement Animal Husbandry Models, Biological
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Multi-resolution convolutional neural networks for fully automated segmentation of acutely injured lungs in multiple species.

Medical image analysis Nov 7, 2019
Segmentation of lungs with acute respiratory distress syndrome (ARDS) is a challenging task due to diffuse opacification in dependent regions which results in little to no contrast at the lung boundary. For segmentation of severely injured lungs, loc...
Sheep, Domestic Respiratory Distress Syndrome Dogs Datasets as Topic Pattern Recognition, Automated Swine Deep Learning Tomography, X-Ray Computed Disease Models, Animal Animals Humans Neural Networks, Computer
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Latent Phase Detection of Hypoxic-Ischemic Spike Transients in the EEG of Preterm Fetal Sheep Using Reverse Biorthogonal Wavelets & Fuzzy Classifier.

International journal of neural systems Mar 26, 2019
Hypoxic-ischemic (HI) studies in preterms lack reliable prognostic biomarkers for diagnostic tests of HI encephalopathy (HIE). Our group's observations from fetal sheep models suggest that potential biomarkers of HIE in the form of developing HI mic...
Sheep, Domestic Hypoxia-Ischemia, Brain Electrodes, Implanted Electroencephalography Signal Processing, Computer-Assisted Fetus Algorithms Wavelet Analysis Animals Fuzzy Logic
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Toxoplasma gondii transmission by artificial insemination in sheep with experimentally contaminated frozen semen.

Theriogenology Dec 5, 2016
Toxoplasma gondii is a parasite considered one of the major causes of reproductive problems in sheep. Furthermore, the presence of the agent in ram semen urges the possibility of sexual transmission in this species. The aim of this study was to evalu...
Toxoplasmosis, Animal Semen Preservation Toxoplasma Mice Female Insemination, Artificial Cryopreservation Sheep Animals Sheep Diseases Semen Male Antibodies, Protozoan Sheep, Domestic
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Robust Wavelet Stabilized 'Footprints of Uncertainty' for Fuzzy System Classifiers to Automatically Detect Sharp Waves in the EEG after Hypoxia Ischemia.

International journal of neural systems Aug 18, 2016
Currently, there are no developed methods to detect sharp wave transients that exist in the latent phase after hypoxia-ischemia (HI) in the electroencephalogram (EEG) in order to determine if these micro-scale transients are potential biomarkers of H...
Electroencephalography Brain Ischemia Wavelet Analysis Uncertainty Fetal Hypoxia Sheep, Domestic Prenatal Diagnosis Animals Cohort Studies Fuzzy Logic Disease Models, Animal Pregnancy Female Sensitivity and Specificity Machine Learning
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Using trend templates in a neonatal seizure algorithm improves detection of short seizures in a foetal ovine model.

Physiological measurement Feb 5, 2015
Seizures below one minute in duration are difficult to assess correctly using seizure detection algorithms. We aimed to improve neonatal detection algorithm performance for short seizures through the use of trend templates for seizure onset and end. ...
Time Factors Support Vector Machine Disease Models, Animal Electroencephalography Seizures Brain Asphyxia Fetal Hypoxia Animals Signal Processing, Computer-Assisted Information Theory Sheep, Domestic
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