The invention relates to the technical field of
fluorescence detection, in particular to a positioning
fluorescence detection method for an oral
cancer incision edge specimen. According to the invention, the nano
graphene oxide and the fluorescent targeting
peptide are mixed and purified to obtain a fluorescent targeting probe solution with high specificity and stability, and the probe is injected into a specimen tissue by using a microneedle
system, so that the consistency of the injection depth and the
diffusion range is ensured, and the accuracy and reliability of marking are improved; spatial segmentation and
mutation point analysis are carried out through optical
signal intensity distribution characteristics, low-intensity and abnormal fluctuation signals are eliminated, a
signal region boundary is optimized, multi-site extraction is carried out on
cutting edge signals through a
convolutional neural network,
signal intensity center calculation and
spatial mapping are analyzed, and a two-dimensional quantizable
point set is generated. According to the method, the signal distribution trend is marked, the consistency of boundaries is calibrated, an incisal edge positioning map with higher space consistency and systematicness is generated, the reliability of incisal edge judgment is improved, the omission risk is reduced, and the precision of operation auxiliary diagnosis is improved.