AIMC Topic: Hematologic Tests
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Avoiding Overfitting in Deep Neural Networks for Clinical Opinions Generation from General Blood Test Results.
Studies in health technology and informatics
Jan 1, 2017
We have used deep neural networks (DNNs) to generate clinical opinions from general blood test results. DNNs have overfitting problem in general. We believe the complex structure of DNN and insufficient data to be the major reasons of overfitting in ...
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