AIMC Topic: Chickens

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Integrative transcriptomics and metabolomics reveal neuroendocrine-lipid crosstalk and adenosine signaling in broiler under heat stress.

BMC genomics Jul 29, 2025
BACKGROUND: Heat stress (HS) is a significant challenge in poultry, negatively impacting feed efficiency and survival. These adaptive responses could lead to disrupted lipid metabolism, impaired immunity, and neural damage. We hypothesized that the n...
Neurosecretory Systems Adenosine Hypothalamus Chickens Heat-Shock Response Metabolomics Lipid Metabolism Signal Transduction Gene Expression Profiling Transcriptome Animals
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Nondestructive freshness recognition of chicken breast meat based on deep learning.

Scientific reports Jul 29, 2025
Identifying chicken breast freshness is an important component of poultry food safety. Traditional methods for chicken breast freshness recognition suffer from issues such as high cost, difficulty in recognition, and low efficiency. In this study, th...
Algorithms Animals Food Microbiology Meat Food Safety Deep Learning Chickens
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Speckle pattern analysis with deep learning for low-cost stroke detection: a phantom-based feasibility study.

Journal of biomedical optics May 7, 2025
SIGNIFICANCE: Stroke is a leading cause of disability worldwide, necessitating rapid and accurate diagnosis to limit irreversible brain damage. However, many advanced imaging modalities (computerized tomography, magnetic resonance imaging) remain ina...
Feasibility Studies Image Interpretation, Computer-Assisted Phantoms, Imaging Chickens Stroke Animals Deep Learning Image Processing, Computer-Assisted Humans
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Detecting wing fractures in chickens using deep learning, photographs and computed tomography scanning.

Poultry science May 5, 2025
Animal welfare monitoring is a key part of veterinary surveillance in every poultry slaughterhouse. Among the animal welfare indicators routinely inspected, the prevalence of wing fractures and soft tissues injuries (e.g. bruises) is particularly rel...
Animal Welfare Photography Wings, Animal Contusions Deep Learning Chickens Fractures, Bone Tomography, X-Ray Computed Animals
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Decoding Poultry Welfare from Sound-A Machine Learning Framework for Non-Invasive Acoustic Monitoring.

Sensors (Basel, Switzerland) May 5, 2025
Acoustic monitoring presents a promising, non-invasive modality for assessing animal welfare in precision livestock farming. In poultry, vocalizations encode biologically relevant cues linked to health status, behavioral states, and environmental str...
Machine Learning Animals Chickens Acoustics Poultry Vocalization, Animal Sound Animal Welfare
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Non-destructive measurement of eggshell strength using NIR spectroscopy and explainable artificial intelligence.

Journal of the science of food and agriculture Apr 17, 2025
BACKGROUND: Eggshell strength is crucial for ensuring high-quality eggs, reducing breakage during handling, and meeting consumer expectations for freshness and integrity. Conventional methods of eggshell strength measurement are often destructive, ti...
Artificial Intelligence Animals Least-Squares Analysis Eggs Egg Shell Spectroscopy, Near-Infrared Chickens
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Evaluation of Different Machine Learning Approaches to Predict Antigenic Distance Among Newcastle Disease Virus (NDV) Strains.

Viruses Apr 14, 2025
Newcastle disease virus (NDV) continues to present a significant challenge for vaccination due to its rapid evolution and the emergence of new variants. Although molecular and sequence data are now quickly and inexpensively produced, genetic distance...
Hemagglutination Inhibition Tests Antigenic Variation Newcastle Disease Newcastle disease virus Antigens, Viral Animals Machine Learning Chickens HN Protein
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Identifying mating events of group-housed broiler breeders via bio-inspired deep learning models.

Poultry science Apr 4, 2025
Mating behaviors are crucial for bird welfare, reproduction, and productivity in breeding flocks. During mating, a rooster mounts a hen, which may result in the hen overlapping or disappearing from top-view of a vision system. The objective of this r...
Sexual Behavior, Animal Male Animal Husbandry Chickens Housing, Animal Deep Learning Female Animals
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Use of robotics in broiler production systems: a relationship between technology, environment and production.

Tropical animal health and production Mar 29, 2025
In poultry farming, robotics is represented by robotic models which perform different functions. Among these functions, ambience is one of the most critical, as the aviary is an artificial environment which needs to present all the necessary conditio...
Housing, Animal Environment Chickens Robotics Animals Animal Husbandry
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Estimation of irradiation doses in chicken samples using a reaction-based fingerprinting method.

Food chemistry Mar 28, 2025
Food irradiation on an industrial scale calls for the development of rapid and inexpensive methods for the dose estimation after irradiation. An emerging solution to this problem is a reaction-based optical sensing strategy that is based on monitorin...
Food Irradiation Chickens Meat Animals
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