The invention relates to a
home management method and
system for a patient with
hypertriglyceridemia acute pancreatitis, and belongs to the technical field of
data analysis. The method comprises the following steps: acquiring auxiliary
analysis data of the patient; forming multi-
modal sequence data in a time dimension based on the auxiliary
analysis data; encoding the multi-
modal sequence data based on a
time sequence Transform of an attention mechanism, and generating a multi-
modal feature vector; inputting the multi-modal
feature vector into a risk prediction model, and outputting a deterioration
risk probability of the patient; and outputting the health guidance of the patient based on the multi-modal
feature vector. The multi-
modal data is captured through an attention mechanism, the
risk probability is quantified according to the multi-
modal data, the potential deterioration risk can be perceived in the early stage, the recurrence and illness worsening risks are remarkably reduced, the health guidance is generated based on the individualized features of the patient, the health guidance is more suitable for the actual life of the patient, and the patient experience is improved. And the management participation and compliance of the patient are further improved.