Ram Maheshwari Logo Image
Dimitris Chasanidis

X-ray Classification using Deep Learning methods

This project was carried out as my BSc thesis. It is a deep neural network that given a chest X-ray as input can detect on of several potential diseases with high accuracy.

Under construction - Models are being re-trained

Abnormality detection in chest X-rays is a challenging task. It requires expert knowledge and it is crucial in detecting severe diseases. Every day, millions of chest X-rays are taken and all of them need expert radiologist for them to be properly assessed. Thus the task of

With this application I utilize the amazing results that deep convolutional neural networks yield in image classification in order to automate the abnormality detection in chest X-rays. More information on the architecture of the deep neural network soon..

Tools Used

Python
PyTorch
Deep Learning
HTML
CSS
JavaScript