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Use Keras InceptionV3 to train a model that detects pneumonia in xrays

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transfer_learning_with_inceptionv3

Use Keras InceptionV3 to train a model that detects pneumonia in xrays

According to this paper published in pubmed, an accuracy score of 73%, with an AUC score of 0.615, was achieved by human diagnosis.

The layers and hypeparameters in selected for this model can produce an accuracy score between 70-75% and an AUC score of 0.68.

Model was trained using a mid-2017 mbp with a 2.9 GHz Intel Core i7 processor

Dataset

Kaggle X-ray dataset

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Use Keras InceptionV3 to train a model that detects pneumonia in xrays


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