Week 3 - Clinical AI Part II
Required Reading (Week 3 Pre-Class Quiz)
- The UCLA ATLAS Community Health Initiative: promoting precision health research in a diverse biobank
- Electronic health record signatures identify undiagnosed patients with Common Variable Immunodeficiency Disease
Optional Reading
- Health system-scale language models are all-purpose prediction engines
- Large language models encode clinical knowledge
- Temporal disease trajectories condensed from population-wide registry data covering 6.2 million patients
- Deep Patient: An unsupervised representation to predict the future of patients from the electronic health records
- Federated learning of electronic health records to improve mortality prediction in hospitalized patients With COVID-19: Machine learning approach
- Global Biobank Meta-analysis Initiative: Powering genetic discovery across human disease