AIMC Topic: Sheep, Domestic

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Application of machine learning for optimizing biomarker combinations and guiding decisions on meat authentication.

Meat science Sep 1, 2025
This paper tested the relevance of two machine learning approaches (decision trees, DTs; and random forest models, RFs) applied to meat authentication. DT allow to select and rank potential biomarkers according to their respective discriminatory powe...
Machine Learning Biomarkers Animals Male Muscle, Skeletal Decision Trees Adipose Tissue Color Red Meat Carotenoids Sheep, Domestic
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Predicting Weaning Weight of Romanov Lambs From Biometric Measurements Before Weaning Age Using Machine Learning Algorithms.

Veterinary medicine and science Jul 1, 2025
BACKGROUND: Machine learning systems learn from historical data to forecast future outcomes. In the context of livestock farming, machine learning can be utilized to predict variables such as growth rates, milk production and breeding success by anal...
Machine Learning Algorithms Female Animals Male Animal Husbandry Body Weight Sheep Biometry Weaning Sheep, Domestic
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Blood pressure and heart rate from the arterial blood pressure waveform can reliably estimate cardiac output in a conscious sheep model of multiple hemorrhages and resuscitation using computer machine learning approaches.

The journal of trauma and acute care surgery Oct 1, 2015
BACKGROUND: This study was a first step to facilitate the development of automated decision support systems using cardiac output (CO) for combat casualty care. Such systems remain a practical challenge in battlefield and prehospital settings. In thes...
Machine Learning Algorithms Decision Support Techniques Female Animals Hemodynamics Blood Pressure Determination Disease Models, Animal Predictive Value of Tests Pulse Wave Analysis Heart Rate Hemorrhage Arterial Pressure Calibration Cardiac Output Sheep, Domestic Resuscitation Traumatology Military Medicine
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