Objective Establish a relationship model between the outcome of inpatient rehabilitation treatment and the influencing factors of rehabilitation effect,explore the evaluation method of inpatient rehabilitation service effect.Methods Using a neural network model to construct a functional relationship model between the outcomes of inpatient rehabilitation treatment and the factors affecting rehabilitation effectiveness,in order to predict the expected rehabilitation outcomes of patients receiving inpatient treatment.Compare the distribution of the difference between the actual discharge ICF total score and the predicted ICF total score to determine the effectiveness of rehabilitation treatment.Results As a result,a total of 1 334 hospitalized rehabilitation cases of brain injury patients were included in this study for analysis.Based on the evaluation indicators and standards of prediction accuracy,the optimal model was selected and the rehabilitation effect was evaluated.Conclusion Based on the ICF-RS-17 measurement of patient entry and exit function scores,the functional status of hospitalized rehabilitation patients themselves,and related possible influencing factors,a relationship model between inpatient rehabilitation treatment outcomes and influencing factors is constructed.It provides a certain scientific basis for establishing an effective evaluation method for the actual clinical rehabilitation effect,and also provides reference suggestions for the realization of value-based payment of rehabilitation medical insurance.

Objective Establish a relationship model between the outcome of inpatient rehabilitation treatment and the influencing factors of rehabilitation effect,explore the evaluation method of inpatient rehabilitation service effect.Methods Using a neural network model to construct a functional relationship model between the outcomes of inpatient rehabilitation treatment and the factors affecting rehabilitation effectiveness,in order to predict the expected rehabilitation outcomes of patients receiving inpatient treatment.Compare the distribution of the difference between the actual discharge ICF total score and the predicted ICF total score to determine the effectiveness of rehabilitation treatment.Results As a result,a total of 1 334 hospitalized rehabilitation cases of brain injury patients were included in this study for analysis.Based on the evaluation indicators and standards of prediction accuracy,the optimal model was selected and the rehabilitation effect was evaluated.Conclusion Based on the ICF-RS-17 measurement of patient entry and exit function scores,the functional status of hospitalized rehabilitation patients themselves,and related possible influencing factors,a relationship model between inpatient rehabilitation treatment outcomes and influencing factors is constructed.It provides a certain scientific basis for establishing an effective evaluation method for the actual clinical rehabilitation effect,and also provides reference suggestions for the realization of value-based payment of rehabilitation medical insurance.