Dynamic evaluation system for improving hospital outsourcing service performance: a G1-Critic and LSTM+Dropout approach

Key Points

• Service performance evaluation improves with a dynamic evaluation system, enhancing decision-making in hospitals.
• Using LSTM and dropout methods led to a notable increase in data analysis accuracy by 20%.
• Assessment involves a G1-Critic approach for optimizing outsourcing services across various healthcare settings.
• Highlights the need for innovative models in hospital management to support service delivery improvements.