With the rapid development of information technology and the increasing diversification of medical service needs, Internet electronic health records have gradually become an important starting point for hospital management reform and innovation. Through the deep integration of online platforms and patient health data, this model can realize cross-departmental and cross-institutional sharing of medical information, providing key support for hospitals to optimize resource allocation, improve the quality of medical services, and promote health management. Integrate scattered information resources, systematically process and update patients’ multi-dimensional data in real time, so as to make the medical process more transparent and efficient.