The invention discloses a malignant tumor operation boundary in-vivo non-invasive detection method,
system and equipment, and belongs to the field of
biomedical engineering.The method is based on a portable
optical fiber Raman spectrum technology, representative spectrums are screened through
Gaussian kernel density estimation, a pure reference member
library combined with perturbation spectrums is constructed, and the reference member
library is used for detecting the malignant tumor operation boundary in-vivo non-invasive detection. And analyzing the tumor edge
mixed spectrum based on a nonlinear relaxation model, proposing a nonlinear weight matrix, dynamically adjusting the influence of a reference member
cross term on spectrum reconstruction, allowing a pure spectrum matrix to change within a certain limit in an
iteration process, and determining the tumor edge
mixed spectrum by quantifying the spectrum contribution proportion of normal tissues and malignant tumor tissues. And the tissue property is judged according to a preset threshold value, so that the tumor boundary can be accurately judged in the operation. The method does not need tissue
slicing or
fluorescence labeling, has the advantages of being real-time, non-invasive, high in accuracy and the like, can effectively assist doctors in formulating personalized excision schemes, and reduces the postoperative
recurrence risk.