1 results about "Urine output" patented technology

This invention discloses a hydration therapy data processing system based on multi-parameter fusion and model optimization, belonging to the field of medical auxiliary equipment technology. The system includes a container, a data acquisition unit, a monitoring unit, a bioimpedance unit, and a processing unit. The processing unit acquires the patient's urine output, heart rate, blood pressure, and bioimpedance values, and dynamically calculates the single-session water intake adjustment value by constructing a multi-parameter fusion-based water intake adjustment formula. The processing unit also incorporates an optimization algorithm, constructing an objective function including prediction errors based on gradient descent, iteratively updating and normalizing the weight coefficients in the formula to achieve adaptive optimization of the personalized hydration plan. This system overcomes the limitations of fixed hydration plans, effectively reducing the cardiac load risk for special patients and precisely intervening in the water intake rate, significantly improving treatment safety.