AI Model 'Foresight' Transforms NHS with Predictive Healthcare, Tackles Inequalities and Privacy Concerns
May 7, 2025
Dr. Chris Tomlinson, the lead researcher, highlighted that the effectiveness of AI models like Foresight relies heavily on the quality and diversity of the training data to benefit all patient demographics.
Dr. Vin Diwakar from NHS England emphasized the significance of this research in enabling personalized and preventative care, ultimately addressing future health challenges.
Foresight is designed to tackle healthcare inequalities by identifying high-risk patient groups, thereby facilitating early intervention opportunities.
The British Heart Foundation Data Science Centre played a crucial role in facilitating access to the Secure Data Environment (SDE), ensuring public involvement in the research approval process.
An innovative AI model named Foresight, developed using the medical records of 57 million NHS patients, aims to assist healthcare professionals in predicting diseases and hospitalisation rates.
Operating within the NHS England Secure Data Environment, the study ensures controlled access to sensitive health data while prioritizing patient privacy.
Currently, the pilot study focuses on Covid-19 research, utilizing datasets from November 2018 to the end of 2023, with plans for broader applications in the future.
Concerns regarding patient privacy and data protection have been raised, with experts noting that the de-identification of records does not completely eliminate the risk of re-identification.
The UK Government is advancing a Health Data Research Service to facilitate secure access to health data for research, aligning with the goals of the Foresight project.
Foresight builds on earlier trials conducted within two NHS Foundation Trusts, demonstrating its capability to predict future health trajectories and conditions.
Future enhancements of the model may include richer data sources, such as clinical notes and lab results, to improve its accuracy and comprehensiveness.
Health Secretary Wes Streeting advocates for the integration of AI in the NHS to enhance efficiency, reduce unnecessary hospital visits, and expedite diagnoses while ensuring data security.
Summary based on 10 sources
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Sources

Nature • May 6, 2025
Medical AI trained on whopping 57 million health records
The Telegraph • May 6, 2025
AI to predict future illnesses using NHS patient data
The Independent • May 7, 2025
New AI model uses NHS data to predict future disease and complications
Daily Mirror • May 6, 2025
New AI tool could help NHS predict who will fall ill in 'healthcare revolution'