AIMC Topic: Swine

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A machine learning approach for the identification of population-informative markers from high-throughput genotyping data: application to several pig breeds.

Animal : an international journal of animal bioscience Oct 11, 2019
Single nucleotide polymorphisms (SNPs) able to describe population differences can be used for important applications in livestock, including breed assignment of individual animals, authentication of mono-breed products and parentage verification amo...
Male Swine Genomics Phenotype Female Animals Genetic Markers Genotyping Techniques Breeding Oligonucleotide Array Sequence Analysis Polymorphism, Single Nucleotide Genotype Italy Machine Learning
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Extended-wavelength diffuse reflectance spectroscopy with a machine-learning method for in vivo tissue classification.

PloS one Oct 10, 2019
OBJECTIVES: An extended-wavelength diffuse reflectance spectroscopy (EWDRS) technique was evaluated for its ability to differentiate between and classify different skin and tissue types in an in vivo pig model.
Principal Component Analysis Machine Learning Spectrum Analysis Animals Organ Specificity Swine
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Detection and Monitoring of Thermal Lesions Induced by Microwave Ablation Using Ultrasound Imaging and Convolutional Neural Networks.

IEEE journal of biomedical and health informatics Sep 6, 2019
Microwave ablation (MWA) for cancer treatment is frequently monitored by ultrasound (US) B-mode imaging in the clinic, which often fails due to the low intrinsic contrast between the thermal lesion and normal tissue. Deep learning, especially convolu...
Animals Swine Deep Learning Ultrasonography Neural Networks, Computer Microwaves Liver Radiation Injuries Surgery, Computer-Assisted Radiofrequency Ablation Image Interpretation, Computer-Assisted
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An Integrated Sensor-Model Approach for Haptic Feedback of Flexible Endoscopic Robots.

Annals of biomedical engineering Sep 4, 2019
Haptic feedback for flexible endoscopic surgical robots is challenging due to space constraints for sensors and shape-dependent force hysteresis of tendon-sheath mechanisms (TSMs). This paper proposes (1) a single-axis fiber Bragg grating (FBG)-based...
Endoscopy Feedback Animals Colon Robotics Swine
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Deep Learning and Machine Vision Approaches for Posture Detection of Individual Pigs.

Sensors (Basel, Switzerland) Aug 29, 2019
Posture detection targeted towards providing assessments for the monitoring of health and welfare of pigs has been of great interest to researchers from different disciplines. Existing studies applying machine vision techniques are mostly based on me...
Posture Animals Swine Deep Learning Neural Networks, Computer Algorithms
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Machine-learning algorithms to identify key biosecurity practices and factors associated with breeding herds reporting PRRS outbreak.

Preventive veterinary medicine Aug 20, 2019
Investments in biosecurity practices are made by producers to reduce the likelihood of introducing pathogens such as porcine reproductive and respiratory syndrome virus (PRRSv). The assessment of biosecurity practices in breeding herds is usually don...
Machine Learning Case-Control Studies United States Breeding Disease Outbreaks Porcine Reproductive and Respiratory Syndrome Porcine respiratory and reproductive syndrome virus Swine Algorithms Animal Husbandry Risk Factors Animals
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Force classification during robotic interventions through simulation-trained neural networks.

International journal of computer assisted radiology and surgery Aug 16, 2019
PURPOSE: Intravitreal injection is among the most frequent treatment strategies for chronic ophthalmic diseases. The last decade has seen a serious increase in the number of intravitreal injections, and with it, adverse effects and drawbacks. To tack...
Robotic Surgical Procedures Intravitreal Injections Diagnostic Techniques, Ophthalmological Models, Theoretical Tomography, Optical Coherence Bayes Theorem Mechanical Phenomena Sclera Machine Learning Computer Simulation Reproducibility of Results Animals Swine Image Processing, Computer-Assisted Humans Neural Networks, Computer
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Development of the Self Optimising Kohonen Index Network (SKiNET) for Raman Spectroscopy Based Detection of Anatomical Eye Tissue.

Scientific reports Jul 25, 2019
Raman spectroscopy shows promise as a tool for timely diagnostics via in-vivo spectroscopy of the eye, for a number of ophthalmic diseases. By measuring the inelastic scattering of light, Raman spectroscopy is able to reveal detailed chemical charact...
Neural Networks, Computer Animals Eye Swine Spectrum Analysis, Raman
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Using machine learning to characterize heart failure across the scales.

Biomechanics and modeling in mechanobiology Jun 25, 2019
Heart failure is a progressive chronic condition in which the heart undergoes detrimental changes in structure and function across multiple scales in time and space. Multiscale models of cardiac growth can provide a patient-specific window into the p...
Heart Failure Elasticity Systole Time Factors Machine Learning Myocardium Computer Simulation Heart Ventricles Animals Female Diastole Male Models, Cardiovascular Swine Muscle Cells
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Meat quality evaluation based on computer vision technique: A review.

Meat science Jun 5, 2019
Nowadays people tend to include more meat in their diet thanks to the improvement in standards of living as well as an increase in awareness of meat nutritive values. To ensure public health, therefore, there is a need for a rise in worldwide meat pr...
Fish Products Sheep Poultry Products Food Quality Cattle Artificial Intelligence Meat Animals Fishes Swine Poultry
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