AIMC Topic: Animals

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Automated detection of broiler vocalizations a machine learning approach for broiler chicken vocalization monitoring.

Poultry science Mar 4, 2025
The poultry industry relies on highly efficient production systems. For sustainable food production, where maintaining broiler welfare is crucial, it is essential to have robust data collection systems and automated methods for assessing broiler heal...
Chickens Acoustics Vocalization, Animal Animals Male Animal Husbandry Neural Networks, Computer Machine Learning
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Sustainable gelatin extraction from poultry skin-head-feet blend: An ultrasound-assisted approach.

Poultry science Mar 4, 2025
The study investigated gelatin extraction from chicken skin-head-feet (SHF) blend using conventional and ultrasound-assisted methods with food-grade acetic and citric acids. Ultrasound pretreatment was introduced as an intervention in the extraction ...
Spectroscopy, Fourier Transform Infrared Animals Gelatin Skin Ultrasonic Waves Chickens
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Logic-based machine learning predicts how escitalopram attenuates cardiomyocyte hypertrophy.

Proceedings of the National Academy of Sciences of the United States of America Mar 4, 2025
Cardiomyocyte hypertrophy is a key clinical predictor of heart failure. High-throughput and AI-driven screens have the potential to identify drugs and downstream pathways that modulate cardiomyocyte hypertrophy. Here, we developed LogiRx, a logic-bas...
Selective Serotonin Reuptake Inhibitors Escitalopram Cardiomegaly Myocytes, Cardiac Citalopram Humans Machine Learning Male Mice Signal Transduction Animals
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Deep Learning-Emerged Grid Cells-Based Bio-Inspired Navigation in Robotics.

Sensors (Basel, Switzerland) Mar 4, 2025
Grid cells in the brain's entorhinal cortex are essential for spatial navigation and have inspired advancements in robotic navigation systems. This paper first provides an overview of recent research on grid cell-based navigation in robotics, focusin...
Entorhinal Cortex Spatial Navigation Grid Cells Deep Learning Neural Networks, Computer Humans Robotics Algorithms Animals
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Novelty Recognition: Fish Species Classification via Open-Set Recognition.

Sensors (Basel, Switzerland) Mar 4, 2025
To support the sustainable use of marine resources, regulations have been proposed to reduce fish discards focusing on the registration of all listed species. To comply with such regulations, computer vision methods have been developed. Nevertheless,...
Algorithms Animals Support Vector Machine Fishes Pattern Recognition, Automated
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AI-Driven Framework for Enhanced and Automated Behavioral Analysis in Morris Water Maze Studies.

Sensors (Basel, Switzerland) Mar 4, 2025
The Morris Water Maze (MWM) is a widely used behavioral test to assess the spatial learning and memory of animals, particularly valuable in studying neurodegenerative disorders such as Alzheimer's disease. Traditional methods for analyzing MWM experi...
Neural Networks, Computer Morris Water Maze Test Alzheimer Disease Behavior, Animal Machine Learning Maze Learning Algorithms Animals
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Investigation of cell development and tissue structure network based on natural Language processing of scRNA-seq data.

Journal of translational medicine Mar 4, 2025
BACKGROUND: Single-cell multi-omics technologies, particularly single-cell RNA sequencing (scRNA-seq), have revolutionized our understanding of cellular heterogeneity and development by providing insights into gene expression at the single-cell level...
Natural Language Processing Humans Cell Differentiation Animals Single-Cell Gene Expression Analysis Organ Specificity Single-Cell Analysis Sequence Analysis, RNA RNA-Seq Gene Regulatory Networks
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Identification of ALDH2 as a novel target for the treatment of acute kidney injury in kidney transplantation based on WGCNA and machine learning algorithms and exploration of its potential mechanism of action using animal experiments.

Frontiers in immunology Mar 4, 2025
BACKGROUND: Acute kidney injury (AKI) after kidney transplantation is one of the main causes of graft loss and poor patient prognosis, and it is important to explore new targets for treating AKI in kidney transplantation.
Gene Regulatory Networks Animals Humans Disease Models, Animal Computational Biology Algorithms Aldehyde Dehydrogenase, Mitochondrial Male Machine Learning Rats Gene Expression Profiling Kidney Transplantation Acute Kidney Injury
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Machine learning-assisted design of immunomodulatory lipid nanoparticles for delivery of mRNA to repolarize hyperactivated microglia.

Drug delivery Mar 3, 2025
Regulating inflammatory microglia presents a promising strategy for treating neurodegenerative and autoimmune disorders, yet effective therapeutic agents delivery to these cells remains a challenge. This study investigates modified lipid nanoparticle...
Machine Learning Mice RNA, Messenger Nanoparticles Interleukin-10 Drug Delivery Systems Animals Hyaluronic Acid Liposomes Transfection Green Fluorescent Proteins Lipids Microglia Immunologic Factors Lipopolysaccharides Cell Line
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Detection of canine external ear canal lesions using artificial intelligence.

Veterinary dermatology Mar 3, 2025
BACKGROUND: Early and accurate diagnosis of otitis externa is crucial for correct management yet can often be challenging. Artificial intelligence (AI) is a valuable diagnostic tool in human medicine. Currently, no such tool is available in veterinar...
Dog Diseases Ear Canal Otitis Externa Artificial Intelligence Animals Dogs
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