If you suspect your pet’s behavior is linked to a medical condition, consult both your general practitioner veterinarian and a board-certified veterinary behaviorist.

Dr. Elena Vance knelt in the straw of the recovery stall, her eyes locked on a 600-pound Bengal tiger named Rajah who refused to wake up from a routine dental procedure.

The traditional reliance on subjective observation in animal behavior is being replaced by automated, objective analysis. This paper examines the integration of deep learning architectures—such as Convolutional Neural Networks (CNNs) and pose-estimation models—into veterinary workflows to identify early markers of disease, assess pain, and optimize precision livestock farming. 2. Behavioral Markers as Early Diagnostic Tools

Whether you are a seasoned veterinarian, a veterinary technician, or a devoted pet owner, the lesson is the same: Watch closely. The animal is telling you exactly where it hurts. Our job is simply to learn the language.

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