Patient-Specific COVID-19 Resource Utilization Prediction Using Fusion AI Model - Amara Tariq

Patient-Specific COVID-19 Resource Utilization Prediction Using Fusion AI Model - Amara Tariq

Stanford MedAI via YouTube Direct link

Medications

9 of 18

9 of 18

Medications

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Patient-Specific COVID-19 Resource Utilization Prediction Using Fusion AI Model - Amara Tariq

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  1. 1 Intro
  2. 2 Healthcare Resource Management
  3. 3 Problem Formulation
  4. 4 Cohort Selection
  5. 5 Data Characteristics
  6. 6 Challenges
  7. 7 Patient Information
  8. 8 Comorbidities
  9. 9 Medications
  10. 10 Laboratory Tests
  11. 11 Temporal Modeling
  12. 12 Fusion Models - Late Fusion
  13. 13 Fusion Models - Early Fusion
  14. 14 Fusion Models - Middle Fusion
  15. 15 Feature Importance
  16. 16 Results - Calibration
  17. 17 Race-based Stratification
  18. 18 Baseline

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