The invention provides a
drug screening and
curative effect evaluation method and
system based on a
glioma organ-like model, and relates to the technical field of biological material analys.The method includes the steps that a three-dimensional
fluorescence image of the
glioma organ-like model is collected,
signal intensity analysis and compensation
processing are carried out, a growth
feature mapping model is constructed, and the three-dimensional
fluorescence image of the
glioma organ-like model is obtained; and phenotypic characteristics for representing the glioma
organoid heterogeneity are obtained. Inputting the phenotypic characteristics into a
drug response evaluation network, and calculating a
drug sensitivity
score; the drug molecular feature
library and the drug collaborative analysis model are combined, the synergistic interaction index of different drug combinations is calculated, the optimal drug combination is screened, the
drug administration dosage and the
drug administration time sequence are determined in combination with phenotypic features, and finally an
individualized treatment scheme is generated. According to the invention, the
curative effect of the drug on the glioma organs can be effectively evaluated, and the optimal drug combination and administration scheme can be screened out, so that the accuracy and effectiveness of glioma treatment are improved.