Prediction model construction method, disease prediction method, device, equipment and medium

• Main Authors: YAN SAISAI, CHEN XIN, FANG JIANWEI, WANG YUTING
• Format: Patent
• Language: Chinese; English
• Published: 30.01.2024
• Subjects: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

The invention provides a construction method of a prediction model, a disease prediction method and device, equipment and a medium. Immune detection information and clinical information of historical immune diagnosis examples corresponding to target immune diseases serve as a feature set of a training sample set with the corresponding target immune diseases as classification tags, and corresponding to-be-trained models are constructed according to the target immune diseases. And training each to-be-trained model by using each training sample set to obtain an immune disease prediction model. According to the disease prediction method based on the immune disease prediction model, the immune disease of the to-be-detected object can be predicted according to the immune detection information and clinical information of the to-be-detected object, so that a doctor is assisted to diagnose the immune disease of the to-be-detected object, the diagnosis efficiency of the doctor is improved, the manpower and time cost is