The invention provides a male
fetus NIPT optimal time point determination and female
fetus abnormity judgment method and
system, and relates to the technical field of
biomedicine. Preprocessing the NIPT detection data of the pregnant woman; extracting male
fetus detection data in the pre-processed data, dividing the number of
gestational weeks into a plurality of stages, respectively calculating the correlation between the
Y chromosome concentration and the number of
gestational weeks and between the
Y chromosome concentration and the BMI of the pregnant woman in each stage, and constructing a relation model to obtain a correlation result between the
Y chromosome concentration and the number of
gestational weeks and between the Y
chromosome concentration and the BMI of the pregnant woman; dividing the BMI of the male fetus and the pregnant woman into a plurality of groups, obtaining detection related indexes of each group under different gestational weeks through a
survival analysis method by combining an association result and fusing
multiple factors, constructing a multi-target planning model, and solving an optimal NIPT time point of each group of pregnant women; and extracting female fetus detection data in the preprocessed data, obtaining influence features through feature
statistical analysis and significance screening, constructing a
logistic regression model, and judging whether the female fetus is abnormal or not according to a model output result. The detection accuracy and the clinical auxiliary intervention timeliness are realized.