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.
How it works
Autoregressive transformer over clinical event sequences.
- Longitudinal reasoning
- Bias in coded data
Latest papers
topQuery for this technology: (TITLE:"Foresight" OR ABSTRACT:"Foresight" OR TITLE:"generative EHR model" OR ABSTRACT:"generative EHR model") AND (cancer OR tumor OR tumour OR oncology OR carcinoma OR lymphoma OR leukemia OR leukaemia OR myeloma OR sarcoma OR melanoma OR glioma). Results are unfiltered search hits about Foresight (generative EHR model), not a curated reading list.
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