The safety hazards of the monitoring platform must be solved to ensure the safety of health monitoring user terminals (HMUTs). To accurately measure the safety level of the safety management system, it is necessary to carry out effective trusted computing. However, the current trusted computing often ignores the subjectivity and personalization of trust, failing to consider the influence of privacy leak on trust. To solve these problems, this paper explores the safety management solution for HMUTs based on trusted computing. Specifically, the authors established a multidimensional trusted computing model for HMUTs, detailed the computing method for composite trust based on single-dimensional trust, and presented a trust management scheme for HMUTs. Experimental results demonstrate the feasibility and effectiveness of our model. Our research keeps up with the latest development trend of trusted computing and lives up to the trust and efficiency requirements of the collaborative processing mechanism for HMUT safety management.