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Cohort Selection
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Patient-Specific COVID-19 Resource Utilization Prediction Using Fusion AI Model - Amara Tariq
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- 1 Intro
- 2 Healthcare Resource Management
- 3 Problem Formulation
- 4 Cohort Selection
- 5 Data Characteristics
- 6 Challenges
- 7 Patient Information
- 8 Comorbidities
- 9 Medications
- 10 Laboratory Tests
- 11 Temporal Modeling
- 12 Fusion Models - Late Fusion
- 13 Fusion Models - Early Fusion
- 14 Fusion Models - Middle Fusion
- 15 Feature Importance
- 16 Results - Calibration
- 17 Race-based Stratification
- 18 Baseline
