The invention relates to the technical field of
medical information processing, in particular to a type 2 diabetes precise
typing and dynamic
treatment system which comprises a clinical
feature extraction module, a
metabolism dynamic modeling module, a precise
typing module, a treatment parameter generation module and a dynamic treatment output module. Wherein the clinical
feature extraction module is used for collecting a multi-dimensional clinical
data set of a patient for continuous 14 days; the
metabolism dynamic modeling module is used for extracting blood glucose fluctuation characteristics and
pancreas islet function compensation characteristics; the precise
typing module is used for dividing
metabolism-driven subtypes to which the patients belong through a clustering
algorithm; the treatment parameter generation module is used for mapping a subtype-treatment rule base and outputting a matched
personalized treatment parameter combination; and the dynamic treatment output module outputs a dynamic treatment scheme. According to the invention, through a dynamic treatment
mechanism based on typing, linkage control of individual difference identification and real-time adjustment of the medication scheme of the type 2 diabetes patients is realized, and the accuracy and adaptability of treatment are improved.