Language Models

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This digest covers key virtual and digital health regulatory and public policy developments during August and early September 2024 from United Kingdom, and European Union.

There have been some important reimbursement updates this month. In France, the French health regulator has issued a negative opinion on the first digital therapeutic that sought reimbursement through the PECAN pathway. This opinion suggests that while PECAN provides a more streamlined process by not requiring formal clinical trials, the regulator still expects robust data to show that the digital therapeutic is worthy of reimbursement. In the UK, the National Institute for Health and Care Excellence has published a position paper that highlights the risks of using AI for generating and reporting evidence for health technology assessments. It sets out that the use of AI in this context should be limited to situations where the value of doing so can be clearly demonstrated, and sets out guidance for companies on how to present such data and to justify the use of AI. Health technology assessment seems to be an area where AI has more readily been accepted, and industry will welcome guidance on the parameters around such use.Continue Reading Virtual and Digital Health Digest – September 2024

On 5 September 2024, the European Medicines Agency (EMA) and the Heads of Medicine Agencies (HMA) published a guidance document (the Guidance) with general principles and recommendations on the use of large language models (LLMs) in regulatory science and the regulation of medicinal products.  The guiding principles for users are also summarised in a one-page factsheet.

While the Guidance is aimed at the European Union (EU) regulatory authorities, it is instructive for companies active in the Life Sciences sector. It provides useful insight into how regulators will approach the use of LLMs in their regulatory activities, the risks they have identified and how these risks can be mitigated.

The development of the guiding principles set out in the Guidance are part of the EMA’s and HMA’s multiannual AI workplan to 2028 and, according to EMA, will be subject to regular future updates.Continue Reading AI: EMA publishes guiding principles on the use of large language models (LLMs)