A Chest X-ray Detector for Novel Coronavirus (SARS-CoV-2)
In this project, I have built a deep learning model in order to classify COVID-19 pneumonia images of lungs apart from those found in non-COVID pneumonia and from healthy patients. The deep learning model classifies on X-ray images.
This is my first time writing a paper. I am a junior at Upper St. Clair High School in Pittsburgh, Pennsylvania, and I hope that I can receive your assistance to move forward with this paper. I hope to get this published in at least arXiv, and best if in a peer-reviewed journal.
Here is the model after training on the RSNA dataset. https://drive.google.com/file/d/1CUQL5y40X44qakofdWynYQNmkkaac_Uh/view?usp=sharing
Here is the model after training on the compiled COVID-19/Cell datasets, after training on the RSNA dataset. https://drive.google.com/file/d/1HXVzZ_-ZzEN6nCqCPknaL8zq0Lf1ifHI/view?usp=sharing
Thank you.