Using Deep Learning to detect Covid-19 from X-Ray/CT scans of patients. The code was written on Google Colab, so everyone can use the free GPU resources available online to improve the model.
Example Covid-19 and healthy patient chest X-Rays used for training
Loss curve
Confusion Matrix (accuracy 98%, sensitiviy 93% and specificity 100%)
Correct Healthy Patient Detection (True Negatives): 13
Incorrect Covid-19 Detection (False Positives): 1
Incorrect Healthy Patient Detection (False Negatives): 0
Correct Covid-19 Detection (True Positives): 28
Total Patietns Diagnosed with Covid-19: 28
