- Delphi-2M predicts over 1,000 diseases using medical records.
- Achieved average AUC ~0.76, 0.97 for predicting death.
- Trained on UK Biobank data from 403,000 participants.
- Longitudinal validation maintained predictive accuracy.
- Performance varies significantly across disease categories.
- Generates synthetic health trajectories valid for 20 years.
- Limitations include potential biases and demographic coverage.
Source: Nature