METHOD FOR TRANSFER LEARNING IN CLUSTERING
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 t...
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Main Author | |
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Format | Patent |
Language | English French German |
Published |
15.02.2023
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Subjects | |
Online Access | Get full text |
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Summary: | 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. |
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Bibliography: | Application Number: EP20210716727 |