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Proof of concept for COVID-19 prediction using Patient's Xray for analysis.

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bhavita/CovidPrediction

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Covid Prediction

Proof of concept for COVID-19 prediction using Patient's X-ray for analysis.

Disclaimer: I am not a medical researcher or a doctor. This work is only intended as a source of inspiration for further studies and to showcase the role of ML in medical assistance.

Inspiration : I recently faced a major problem, where my family member was given a wrong diagnosis and declared COVID +ve based on d-dimer test and due to the long wait of COVID-19 testing, (there was a wait of 2 days for test results and 1 day for test to be conducted). Crazy right? During this time, while we wait for results, we got X-Ray undertaken which helped us prove the wrong diagnosis early. This is when I started to research more on this parameterial aspect of COVID predicton.

DataSets utilized for predictions

Implementation CNN Based Model in Keras - Covid_Xray_Prediction.ipynb

Stats

Stats

Sample usage demo

Demo