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