Scalable artificial intelligence model generation systems and methods for healthcare

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United States of America Patent

PATENT NO 11507822
APP PUB NO 20200134446A1
SERIAL NO

16176980

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Abstract

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Systems and methods to generate artificial intelligence models with synthetic data are disclosed. An example system includes a deep neural network (DNN) generator to generate a first DNN model using first real data. The example system includes a synthetic data generator to generate first synthetic data from the first real data, the first synthetic data to be used by the DNN generator to generate a second DNN model. The example system includes an evaluator to evaluate performance of the first and second DNN models to determine whether to generate second synthetic data. The example system includes a synthetic data aggregator to aggregate third synthetic data and fourth synthetic data from a plurality of sites to form a synthetic data set. The example system includes an artificial intelligence model deployment processor to deploy an artificial intelligence model trained and tested using the synthetic data set.

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Patent Owner(s)

Patent OwnerAddress
GENERAL ELECTRIC COMPANYSCHENECTADY NY 12345

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Avinash, Gopal San Ramon, US 38 996
Soni, Ravi San Ramon, US 37 161
Zhang, Min San Ramon, US 385 2473

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