The invention provides a knee
osteoarthritis treatment decision-making tree
system and device, and relates to the technical field of knee
osteoarthritis treatment decision-making trees, and the
system comprises a data receiving module, a
data processing module and a result generation module. The data receiving module is used for receiving
natural language text data and iconography image data of the patient and respectively preprocessing the
natural language text data and the iconography image data; the
data processing module comprises a text feature unit, an image feature unit and a
decision unit; the decision-making unit is used for fusing the text features and the image quantization features to obtain comprehensive features; based on the comprehensive features, through a
decision tree model, a treatment scheme for knee
osteoarthritis is output; and the result generation module is used for sending out the treatment scheme. According to the scheme, information such as medical records of patients can be automatically analyzed,
personalized treatment schemes are given, interference of human factors is reduced, real-time and objective decision support is provided for doctors, and therefore the diagnosis and treatment efficiency and effect are improved.