Disease prediction method and device based on clustering analysis and computer equipment

• Main Author: XU XIAO
• Format: Patent
• Language: Chinese; English
• Published: 14.12.2021
• Subjects: CALCULATING; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; 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; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention discloses a disease prediction method and device based on clustering analysis, and computer equipment, relates to the technical field of big data processing, and can solve the technical problems that a current clustering analysis mode cannot effectively combine patient information and pathological feature information, so that the clustering effect is not accurate enough, the clustering efficiency is low, and effective data support cannot be provided for disease prediction. The method comprises the steps: obtaining sample pathology data, and constructing a clustering analysis matrix according to the sample pathology data, wherein the row attribute of the clustering analysis matrix is a patient subject, and the column attribute of the clustering analysis matrix is a pathology feature; performing dimension reduction processing on the clustering analysis matrix according to a preset matrix decomposition algorithm to obtain a patient clustering matrix and a pathological feature clustering matrix; res