degerli / covid19_detector

Using Deep Learning to detect Covid-19 from X-Ray/CT scans of patients

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covid19_detector

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.

Loss curve alt text

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

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Using Deep Learning to detect Covid-19 from X-Ray/CT scans of patients


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