The invention relates to the technical field of tumor treatment, in particular to an
intelligent decision-making
system for tumor precise targeted medication based on individual
mutation information, which comprises a
data processing layer, a variation
annotation and function prediction layer, a
knowledge base integration layer and a scheme decision-making engine and report
visualization module. According to the
intelligent decision-making
system for tumor precise targeted medication based on individual
mutation information, a
rule engine and a prediction model are combined, dynamic priority
ranking is output, multi-model fusion
decision making is achieved, and clinical scene deep
adaptation is achieved by predicting primary and secondary
drug resistance, calculating
liver and kidney function adjusting dosage and generating a combined medication
time sequence scheme; through an individualized
drug delivery scheme,
combination drug use optimization is achieved, a visual
clinical report is generated, clinical
executable operation is further strengthened, and through
algorithm quantification, a dynamic
knowledge graph, AI auxiliary
decision making and a clinical operation
closed loop, the next-generation technical research direction of a tumor precise
drug use
system can be represented.