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Ani-Max: An AI-Enhanced Mobile Tool for Real-Time Cat and Dog Health Monitoring and Early Risk Prevention Using Environmental and Vital Sign Analysis
Authors

Haoqun Qin 1 and Miguel Angel Cai Lane 2 , 1 1Albany Acedemy, 135 Academy Rd, Albany, NY 12208, 2 2California State Polytechnic University, Pomona, CA 91768

Abstract

Ani-Max is a mobile platform designed to prevent health crises in cats and dogs by combining wearable vital sign tracking with environmental risk analysis [1]. Pets can’t voice discomfort, and subtle issues like early dehydration or heat stress often go unnoticed until they escalate. Ani-Max addresses this by continuously monitoring heart rate, blood pressure, activity, temperature, and humidity, using AI to establish a personalized baseline and detect anomalies early. Challenges included maintaining sensor accuracy during movement, ensuring reliable environmental data, and optimizing battery life. In testing, the system performed well at rest but showed accuracy drops during intense activity, and risk scoring declined when weather data was delayed. These insights informed us of improvements like motion filtering and redundant environmental inputs. Ani-Max offers a proactive, real-time health monitoring solution that helps owners act before issues become emergencies, ultimately improving pet well-being and owner peace of mind [2].

Keywords

Cat and Dog health Monitoring, AI-Enhanced application, Early risk prevention, Vital sign analysis, Real-time health alerts