A system for detecting pneumonia using X-ray images

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Update
Jun 9, 2022
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10+

Pneu APP

This system for detecting pneumonia using X-ray images using neural networks was developed by a team of 3 people to defend a thesis at the university. We created this application using the Flutter framework. We connected to this application a local machine-trained model that trained with more than 5000 X-rays. The accuracy of this system is about 80% with images of good quality and resolution.
We have created this system to help ordinary medical workers in detecting pneumonia, as well as so that ordinary citizens can get a preliminary result of their pictures before visiting doctors. This system was created for educational purposes only. The result of this system cannot be 100% accurate.
In this application, in order to detect pneumonia from X-ray photographs, you need to register.
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