Software

Subscribe to Software via RSS

A new report commissioned by Arnold & Porter, based on a survey of 100 senior executives and department heads from biopharmaceutical, digital health, diagnostics, and medical device companies, shows that artificial intelligence (AI) adoption is accelerating across the industry as companies implement it to accelerate product discovery and development, optimize manufacturing and the supply chain, improve marketing and sales strategies, and more.

However, as with any disruptive innovation, risks need to be managed. The report also highlights looming governance and compliance needs as companies seek to mitigate the risks associated with AI technologies, particularly in areas like data privacy, cybersecurity, and intellectual property.

The Arnold & Porter report found that AI use is still in its early stages for many in the life sciences industry, with around 75% of respondents beginning implementation less than two years ago. Despite this, 86% of companies currently integrating AI plan to fully deploy these tools within the next two years, reflecting a significant acceleration in AI adoption.Continue Reading The Convergence of Life Sciences and Artificial Intelligence: Seizing Opportunities While Managing Risk

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

Guidance on AI continues to be published. In the EU, the European Medicines Agency (EMA) has published its Reflection Paper on the use of AI throughout the medicines life cycle. In the UK, the Medicines and Healthcare products Regulatory Agency (MHRA) opened applications for its AI Airlock, a regulatory sandbox for AI as Medical Devices. And over 100 companies have signed up to join the EU AI Pact, a voluntary initiative to encourage companies to comply with the AI Act before the statutory deadlines. These guidance documents and initiatives provide companies with much greater clarity on how the authorities will regulate the use of AI in health care.Continue Reading Virtual and Digital Health Digest – October 2024

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

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

Following the UK national elections on July 4, 2024, which brought in a new government, the King delivered a speech to Parliament setting out the government’s key legislative and policy agenda. Of particular importance to the life sciences sector are the Product Safety and Metrology Bill and the Digital Information and Smart Data Bill. Although the scope and content of each bill is currently unknown, they could impact medical devices and innovative scientific research. Further, there was no artificial intelligence bill in the agenda, although the government will “seek to establish the appropriate legislation” in the future.Continue Reading Virtual and Digital Health Digest – August 2024

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

While it has been a relatively quiet month in the EU given elections in the European Parliament and in the UK (as well as other countries across the EU), agencies across the globe have published important guidance on machine-learning enabled medical devices. This includes the UK Medicines and Healthcare products Regulatory Agency’s (MHRA) guiding principles on transparency, published together with the U.S. Food and Drug Administration (FDA) and Health Canada, and the International Medical Device Regulators Forum (IMDRF) consultation on its guiding principles on good machine learning practice (which itself follows similar guidance from MHRA, FDA, and Health Canada in 2021). This demonstrates the increased importance of international standards in this area and the need for coordination between regulatory authorities to standardize guidance for these products.Continue Reading Virtual and Digital Health Digest – July 2024

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

Of interest, artificial intelligence (AI) safety has been in focus over the past month, including with the publication of the Interim International Scientific Report on the Safety of Advanced AI. International collaboration in this area is increasing as world leaders met at the AI Summit in Seoul, and the UK government recently announced a collaboration on AI safety with Canada, supplementing its existing commitment with France. Further, the UK launched the AI safety evaluations platform, which is available to the global community. In the meantime, the EU has established an AI Office to oversee the implementation of the AI Act and the Medicines and Healthcare products Regulatory Agency (MHRA) has published its AI Airlock to address novel challenges in the regulation of artificial intelligence medical devices (AIaMD).Continue Reading Virtual and Digital Health Digest – June 2024

Developments in product liability law are always potentially significant for pharmaceutical and medical device manufacturers.

On 13 March 2024, the European Parliament adopted new EU consumer protection legislation to repeal and replace the EU Product Liability Directive 85/374/EEC, which has been in force for almost 40 years.  Once the new legislation has been approved by the European Council it will become law, and is likely to come into force in around mid-2026. The intention is for EU consumers to have easier access to compensation caused by defective products. 

The International Comparative Legal Guide (ICLG) on Product Liability Laws and Regulations 2024 is now available, and we have prepared:

Continue Reading Implications of the New EU Product Liability Directive

The UK Medicines and Healthcare products Regulatory Agency (MHRA) has published its strategic approach to artificial intelligence (AI). The publication is in response to the request from the Secretaries of State of DSIT and DHSC dated 1 February 2024, in which the MHRA was asked to provide details about what steps it is taking in accordance with the principles and expectations of the Government’s pro-innovation approach set out in the white paper published in 2023. Further information is set out in our previous post.

The strategy provides information on how the MHRA views the risks and opportunities of AI from three perspectives:

  • MHRA as a regulator of AI products
  • MHRA as a public service organisation delivering time-critical decisions
  • MHRA as an organisation that makes evidence-based decisions that impact on public and patient safety, where that evidence is often supplied by third parties

The document is likely to be of particular interest to AIaMD manufacturers as it sets out in detail current and proposed regulations and guidance, and areas where this is likely to be tightened. Following the launch of the strategic approach, the government also published details of the AI Airlock regulatory sandbox, discussed in another post.

With a raft of measures relating to AI being published and additional measures expected in the next couple of years, pharmaceutical and medical device companies operating in the UK need to continually review how they will be impacted and respond appropriately.Continue Reading MHRA sets out its AI regulatory strategy

On 19 July 2023, the European Medicines Agency (EMA) published a draft Reflection paper on the use of artificial intelligence (AI) in the lifecycle of medicines (the Paper). The Paper recognises the value of this technology as part of the digital transformation within healthcare, and acknowledges its increasing use and potential to “support the acquisition, transformation, analysis, and interpretation of data within the medicinal product lifecycle”, provided of course it is “used correctly”.

The Paper reflects EMA’s early experience with and considerations on the use of AI, and gives a sense of how EMA expects applicants and holders of marketing authorisations to use AI and machine learning (ML) tools. The EMA has made clear that the use of AI should comply with existing rules on data requirements as applicable to the particular function that the AI is undertaking. It is clear that any data generated by AI/ML will be closely scrutinised by the EMA, and a risk-based approach should be taken depending on the AI functionality and the use for which the data is generated.

The Paper is open for consultation until 31 December 2023. EMA also plans to hold a workshop on 20-21 November 2023 to further discuss the draft Paper. EMA’s plan is to use the feedback from the public consultation to finalise the Paper and produce future detailed guidance. Our summary below sets out the key takeaways and the key issues that arise in the Paper.Continue Reading EMA publishes first draft of reflection paper on the use of AI in the medicinal product lifecycle

On June 14, 2023, an overwhelming majority of the European Parliament (Parliament) recently voted to pass the Artificial Intelligence Act (AI Act), marking another major step toward the legislation becoming law. As we previously reported, the AI Act regulates artificial intelligence (AI) systems according to risk level and imposes highly prescriptive requirements on systems considered to be high-risk. The AI Act has a broad extraterritorial scope, sweeping into its purview providers and deployers of AI systems regardless of whether they are established in the EU. Businesses serving the EU market and selling AI-derived products or deploying AI systems in their operations should continue preparing for compliance.

Now, the Parliament, Council, and Commission have embarked on the trilogue, a negotiation among the three bodies to arrive at a final version for ratification by the Parliament and Council. They aim for ratification before the end of 2023 with the AI Act to come into force two (or possibly three) years later.

In our recent advisory, we summarize the major changes introduced by the Parliament and guide businesses on preparing for compliance with the substantial new mandates the legislation will impose.Continue Reading European Parliament Adopts Its Version of AI Act