The embodiment of the invention provides a
respiratory failure treatment scheme recommendation method and
system based on
artificial intelligence, and the method comprises the steps: obtaining the first multi-
modal medical collection data of a target object, and enabling the first multi-
modal medical collection data to comprise text
modal data and image
modal data; the text
modal data comprises physiological
feature data, basic
disease data and
blood gas analysis data; data preprocessing operation is conducted on the first multi-modal medical collection data, second multi-modal medical collection data are obtained, and data preprocessing comprises data cleaning, normalization
processing and time window alignment
processing. And extracting a medical
feature vector set of the target object from the second multi-mode medical collection data. And performing classification
processing on the target object according to the medical
feature vector set, and determining an object treatment category
label of the target object. And according to the object treatment category
label, a recommended treatment scheme of the target object is determined, so that the efficiency and accuracy of determining the
respiratory failure treatment scheme are improved.