The invention relates to the crossing field of a medical technology and a
data processing technology, in particular to a multi-dimensional data fusion
ophthalmologic operation safety check
data processing system, which comprises a fusion module used for responding to a process release instruction and collecting multiple paths of equipment data streams; calculating a credibility weight based on the multi-path equipment data flow, and performing weighted fusion and
time sequence calibration to obtain an intra-operative fusion
data set; the calibration module is used for extracting a plurality of preset key risk parameters based on the intraoperative fusion
data set to form a multi-dimensional risk
feature vector, and performing feature space division and
statistical analysis to generate a self-adaptive adjustment coefficient; and using the adaptive adjustment coefficient to calibrate a preset risk determination reference, calculating a comprehensive risk value and outputting a grading risk warning. According to the invention, through fusion of multi-
source data, dynamic risk calibration, intelligent response and cross-stage evaluation, a closed-loop
data processing flow is constructed, a structured
operation safety digital file is generated, and data driving of
ophthalmologic operation safety check is realized.