System and method for labeling medical data to generate labeled training data

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United States of America Patent

PATENT NO 11763945
APP PUB NO 20210182606A1
SERIAL NO

16715896

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A method of automated labeling of medical data to generate labeled training data for training a learning algorithm is provided, wherein the medical data includes both machine-generated data elements and human-inputted data elements. The method includes using a knowledge graph to generate a first label for each machine-generated data element and each human-inputted data element. A set of trained classifier models are used to generate a second label for each machine-generated data element and each human-inputted data element. An unsupervised clustering model is used to generate a third label for each machine-generated data element and each human-inputted data element. A final label for each data element is then generated based on the first label, the second label, and the third label for the respective data element to output a labeled training dataset.

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Patent Owner(s)

  • GE PRECISION HEALTHCARE LLC

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Lenka, Shaswat Bangalore, IN 1 1
Maroo, Sankit Bangalore, IN 1 1
Muthigi, Kiran Bangalore, US 1 1
Selvaraj, Jagan Bangalore, IN 1 1

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