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Chest X-Ray Diagnosis with Deep Learning by Fungai Muganhu is a document available to read on EtoBox.

What is Chest X-Ray Diagnosis with Deep Learning about?

The assignment focuses on building a chest X-ray classifier using deep learning techniques with Keras, specifically utilizing transfer learning with a DenseNet model. Key tasks include data preparation, handling class imbalance, and evaluating model performance through AUC and ROC curves. Students will work with the ChestX-ray8 dataset, which contains a significant number of labeled X-ray images for training, validation, and testing purposes.

Author

Fungai Muganhu

Language

EN