Method, device and equipment for predicting mechanical ventilation offline and storage medium

The invention is suitable for the technical field of artificial intelligence, and provides a method and device for predicting mechanical ventilation offline, equipment and a storage medium, and the method comprises the steps: obtaining a health vital sign portrait of a patient; acquiring a ventilation parameter portrait corresponding to the patient when the patient can be offline; acquiring a real-time vital sign portrait and a real-time ventilation parameter portrait of the patient during mechanical ventilation; and determining an offline decision result according to a first similarity between the health vital sign portrait and the real-time vital sign portrait and a second similarity between the ventilation parameter portrait and the real-time ventilation parameter portrait. According to the scheme, for each patient, the influence of the healthy vital sign portrait and the real-time vital sign portrait of the patient on the offline decision result is fully considered, so that the mechanical ventilation offl