Pneumonia Detection on Chest X-Rays with Deep Learning [DL Project]

In this article, we have developed a Deep Learning model to detect Pneumonia from Chest X-Rays and get a performance similar to a Radiologist. This is a good project for Deep Learning Engineer Portfolio.

We have summarized the key points from the paper titled "CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning".

1. Introduction:

Pneumonia is an dangerous and serious disease, in US only there are more than 1 million adult who hospitalized with pneumonia and around 5...