Foresight (generative EHR model)
A model trained on millions of hospital records that forecasts a patient's next diagnoses.
Lancet Digital Health 2024 (King's College London): GPT-style model over coded EHR timelines; Foresight 2 extended to 5M+ patients. Oncology use: risk and trajectory forecasting.
Generic schematic · not to scale · placeholder for the ai computation front
Flagged finding · Neural network
How it works
Autoregressive transformer over clinical event sequences.
Strengths
- Longitudinal reasoning
Limitations
- Bias in coded data
Since
2024
Latest papers
topLatest papers · live from Europe PMC
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