The invention discloses an intelligent
kidney disease type identification method and
system based on a
tongue coating image and a storage medium, relates to the technical field of intelligent
medical treatment, and aims to solve the problem that a chronic
kidney disease prediction method based on the
tongue coating image is lacked in the prior art. The method comprises the following steps: S1, collecting
tongue coating image data and
medical record data of a patient, preprocessing the
medical record data, and inserting the tongue
coating image data of the patient into the corresponding
medical record data; s2, constructing a tongue
coating image
feature extraction model, and training the tongue
coating image
feature extraction model by using the tongue coating image data; s3, performing
feature extraction on the tongue coating image data by adopting the trained tongue coating image feature extraction model to obtain a tongue coating
feature vector, combining the tongue coating
feature vector with a corresponding medical
record vector to obtain an embedded vector, and training an
SVM classifier; and S4, integrating the trained tongue coating image feature extraction model and the
SVM classifier to obtain a
kidney disease type identification model based on the tongue coating image.