This invention discloses a multi-functional
touchscreen display at the entrance of an operating room, comprising a display body, a processor, a
multimodal data acquisition unit, an AI control module, and a cascaded
anomaly detection and hierarchical protection module. The
multimodal data acquisition unit collects
environmental data, equipment operation data, and image data of the display content. The AI control module incorporates a mechanism-data
hybrid model and an
adaptive weighting unit, dynamically generating environmental control commands by fusing physical prediction residuals and
deep learning probability entropy values. The cascaded
anomaly detection and hierarchical protection module executes a three-level
response strategy, achieving non-intrusive prompts, parameter correction, and equipment redundancy switching. Furthermore, it includes independent strip screens forming a dual-link redundant display to ensure continuous output of core
vital signs parameters when the main link is interrupted. This invention achieves multimodal
information fusion perception,
intelligent control, and hierarchical anomaly warning, improving
surgical safety and
system reliability.