METHOD FOR TRANSFER LEARNING IN CLUSTERING

• Main Author: DE VRIES, Jan, Johannes, Gerardus
• Format: Patent
• Language: English; French; German
• Published: 15.02.2023
• 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

A method for clustering patients based upon unlabeled patient medical data, including: receiving a first feature of interest from a first user; extracting first patient data from a first patient database based upon the first feature of interest; labeling the extracted first patient data based upon the first feature of interest; producing a first customized distance measure using a classifier on the labeled patient data; extracting first unlabeled patient data from a second patient database; clustering the first unlabeled patient data using a clustering technique and the first customized distance measure to produce first clustered results.