The invention relates to the technical field of
warfarin dose regulation and control, and discloses a
warfarin dose prediction and adjustment method and
system based on multiple
linear regression, and the
system comprises a
patient data collection module, a
gene data acquisition module, a model construction module, a
dose adjustment module, and a real-time prediction and adjustment execution module. The
patient data acquisition module synchronously acquires multi-dimensional parameters in different treatment states and establishes a treatment
data set; the
gene data acquisition module takes
gene polymorphism and age data, a treatment
data set is combined to construct a refined patient feature space, and the model construction module constructs and trains a multiple
linear regression prediction model according to the refined patient feature space and extracts dose indexes; the
dose adjustment module establishes a mapping relation between
dose adjustment levels and dose indexes, and the real-time prediction module obtains real-time
treatment parameters and obtains real-time self-adaptive dose indexes in combination with the model; the adjustment execution module obtains a predicted adjustment level according to the mapping relation, and triggers a
dose adjustment mechanism if the predicted adjustment level exceeds a preset threshold.