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About Predicting Pneumonia and Region Detection From X-Ray Images Using Deep Neural Network
The document describes a deep learning model called PneuNet that predicts pneumonia from chest x-rays and detects the infected region of the lungs. It uses transfer learning with a pre-trained ResNet-50 model and custom layers. The model achieves 90.6% accuracy on the test set and can be deployed as a web application to help diagnose patients.
Detailed Information
| Author: | ['baltazzar_90'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 4 |
| Language: | English |
| Format: | |
| Price: | FREE |
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