The paper introduces the human microscopic physiology system and the building of big data linear programming model, elaborates the processing algorithm for clinical application of active perception, verifies the system performance, and proves that the scheme had good performance in energy consumption of algorithm, data accuracy, clinical satisfaction, etc. through the one-week clinical application experiment on several patients.