The invention relates to the technical field of medical
data processing, and particularly discloses a
urinary calculus examination image recognition and
data visualization analysis and early warning reminding
system, which comprises an examination
data analysis module, an early warning module, a
data processing module and an early warning module, wherein the examination
data analysis module is used for extracting calculus incidence related sequence data from user
urinary calculus examination image and blood and
urine report synchronous sequence data; position distribution, morphological characteristics and biochemical indexes are covered. The
data visualization module is used for converting the data into a stone volume dynamic change
simulation diagram, a biochemical index abnormal value association map and a stone position
dynamic mapping diagram, so that a user can conveniently inquire. And the dynamic threshold reasoning module is used for carrying out space-
time alignment and cross-local dimension anomaly fusion reasoning on the
visualization result to obtain a user personalized multi-dimensional grading early warning threshold and a
clinical decision simulation path. The early warning and report integration module determines a current early warning level according to the latest index and an early warning threshold value, and generates a comprehensive diagnosis and treatment report in combination with visual curve data and a decision path; patients and doctors can conveniently know illness states and formulate treatment schedules.