Covid-19 and Cough - This AI Predicts if You Have the Infection - Paper Explained

Covid-19 and Cough - This AI Predicts if You Have the Infection - Paper Explained

Valerio Velardo - The Sound of AI via YouTube Direct link

Intro

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1 of 28

Intro

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Covid-19 and Cough - This AI Predicts if You Have the Infection - Paper Explained

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  1. 1 Intro
  2. 2 Covid-19 diagnostic problems
  3. 3 Key assumption
  4. 4 Covid-19 diagnosis system
  5. 5 Benefits of Al audio diagnosis
  6. 6 How does the diagnosis system work?
  7. 7 How good is the system?
  8. 8 Use cases
  9. 9 Creating a Covid-19 Cough Dataset
  10. 10 Filtered Covid-19 Cough Dataset
  11. 11 Preprocessing steps
  12. 12 The architecture
  13. 13 ResNet50
  14. 14 What are the biomarkers models?
  15. 15 An architectural problem
  16. 16 MIT Open Voice Brain Model
  17. 17 Intuition
  18. 18 Injecting domain knowledge
  19. 19 Muscular degradation biomarker
  20. 20 Muscular degradation: The math
  21. 21 Why introducing muscular degradation?
  22. 22 Vocal cords biomarker
  23. 23 Sentiment biomarker
  24. 24 Lungs and respiratory tract biomarker
  25. 25 Baseline vs pretrained model
  26. 26 Future work
  27. 27 What did we learn?
  28. 28 Join the discussion!

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