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Machine Learning Life Sciences Food and Drug Administration (FDA)

Ropes & Gray LLP

Regulatory Landscape for AI-enabled MedTech in APAC

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Regulation of artificial intelligence (AI) in Asia Pacific remains nascent, mostly governed by existing regulatory frameworks designed for other technologies and products. It’s a work in progress. AI techniques – machine...more

Goodwin

FDA to Phase Out Animal Testing for Monoclonal Antibodies and other Drugs

Goodwin on

On April 10, 2025, the U.S. Food and Drug Administration (FDA) announced it will be phasing out the current requirements for animal testing in the development of monoclonal antibody therapies and other drugs, replacing them...more

Hogan Lovells

AI Health Law & Policy: FDA’s rapidly evolving regulatory paradigms

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Artificial intelligence has become one of the most transformative forces in health care, reshaping everything from drug discovery to diagnostics. For pharmaceutical and medical device companies, AI-driven solutions present...more

DLA Piper

FDA in focus: 2024 in review and 2025 outlook

DLA Piper on

In 2024, the Food and Drug Administration (FDA) significantly invested in reorganizing its internal infrastructure and enhancing operations. These efforts aimed to address the complexities of a global supply chain, rapid...more

Mintz - Intellectual Property Viewpoints

Patenting AI/ML Life Sciences and TechBio Innovations – How Much Disclosure is Sufficient?

In recent years, the rapid advancement of artificial intelligence (AI) and machine learning (ML) technologies has sparked a wave of innovation across various sectors, particularly in life sciences. ML technologies have...more

McDermott Will & Emery

FDA Reveals AI Development Cheat Sheet in Highly Anticipated Draft Guidances

McDermott Will & Emery on

Early in the new year, the US Food and Drug Administration (FDA) released two anticipated draft guidance documents focused on artificial intelligence (AI): Artificial Intelligence-Enabled Device Software Functions: Lifecycle...more

Akin Gump Strauss Hauer & Feld LLP

2025 Perspectives in Private Equity: Health Care & Life Sciences

Private equity investors in health care and life sciences must navigate a complex and shifting landscape influenced by regulatory and policy changes and technological advancements. As private equity investments in the health...more

Troutman Pepper Locke

A Model’s Credibility Is in the Details: FDA Draft Guidance on the Use of AI Models in Drug and Biological Product Development

Troutman Pepper Locke on

In January, the U.S. Food and Drug Administration (FDA) issued its first guidance on the use of artificial intelligence (AI) models in drug development and in regulatory submissions titled, “Considerations for the Use of...more

Gardner Law

Breaking the Ice: FDA-Focused Firm Leader Sees Benefits in AI

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Artificial intelligence already is positively affecting health, according to Mark Gardner, MBA, Esq., Founder and Managing Partner, Gardner Law, which represents clients subject to Food and Drug Administration regulations....more

Sheppard Mullin Richter & Hampton LLP

FDA Dumps Trio of Device-Related Guidances Prior to Administration Change

Among the wave of guidance documents issued by the U.S. Food and Drug Administration (“FDA” or the “Agency”) in the first week of 2025 were three notable draft guidance documents pertaining to medical devices (together, the...more

DLA Piper

Key Takeaways from FDA’s Draft Guidance on Use of AI in Drug and Biological Life Cycle

DLA Piper on

The US Food and Drug Administration (FDA) recently issued its draft guidance, Considerations for the Use of Artificial Intelligence to Support Regulatory Decision-Making for Drug and Biological Products, on January 6, 2025. ...more

Knobbe Martens

FDA Issues Draft Guidance for the Use of Artificial Intelligence (AI) in Medical Devices and Drug Development

Knobbe Martens on

The Food and Drug Administration (FDA) has recently issued two draft guidance documents aimed at providing recommendations for the use of AI in medical devices and drug and biological product development.These guidance...more

Hogan Lovells

FDA unveils long-awaited guidance on AI use to support drug and biologic development

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The U.S. Food and Drug Administration (FDA) recently published its long-awaited draft guidance on considerations for the use of artificial intelligence (AI) to support regulatory decision-making for drug and biologics, which...more

Faegre Drinker Biddle & Reath LLP

FDA Issues Detailed Guidance for Biopharma Industry on What Information to Provide to FDA About Use of AI Models

On January 7, 2025, the Food and Drug Administration (FDA) made available a draft guidance for industry (GFI) titled “Considerations for the Use of Artificial Intelligence to Support Regulatory Decision-Making for Drug and...more

MoFo Life Sciences

FDA Releases Draft Guidance on Evaluating the Risk and Credibility of AI Used in Establishing Drug and Device Safety,...

MoFo Life Sciences on

This post is part of MoFo’s 2025 Intersection of AI and Life Sciences blog series. In this blog series, we explore how artificial intelligence is revolutionizing research, innovation, and patient care in the life sciences....more

Orrick, Herrington & Sutcliffe LLP

FDA Proposes Draft Guidance on Assessing the Credibility of AI Models Used in Drug and Biological Product Submissions

The FDA has shared its first draft guidance on how sponsors should assess the credibility of artificial intelligence (AI) models to support FDA decisions regarding drug safety, effectiveness or quality. The agency noted an...more

Sterne, Kessler, Goldstein & Fox P.L.L.C.

FDA Issues Draft Guidance Documents on Artificial Intelligence for Medical Devices, Drugs, and Biological Products

FDA recently issued two draft guidance documents discussing: (1) the use of artificial intelligence (AI) to produce information to support a regulatory decision about a drug or biological product’s safety, effectiveness, or...more

Hogan Lovells

New guidance on AI-enabled device software functions clarifies information FDA expects in marketing applications

Hogan Lovells on

On January 7, 2024, the U.S. Food and Drug Administration (FDA) published the draft guidance “Artificial Intelligence-Enabled Device Software Functions: Lifecycle Management and Marketing Submission Recommendations,” which...more

King & Spalding

FDA Releases Draft Guidance on Submission Recommendations for AI-Enabled Device Software Functions

King & Spalding on

On January 7, 2025, FDA published a draft guidance titled “Artificial Intelligence-Enabled Device Software Functions: Lifecycle Management and Marketing Submission Recommendations.” The draft guidance was long-anticipated; it...more

Jones Day

FDA's Digital Health Advisory Committee Discusses Total Product Lifecycle Considerations for GenAI-Enabled Devices

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While generative artificial intelligence ("GenAI") has the potential to fundamentally change health care, it presents unique risks and complexities that challenge the U.S. Food and Drug Administration's ("FDA" or "Agency")...more

Jones Day

FDA's Final Guidance Provides Practical Approach for AI-Enabled Devices Implementing Post-Market Modifications

Jones Day on

As a streamlined method for obtaining U.S. Food and Drug Administration ("FDA") authorization of post-market functionality, FDA issued final guidance recommending the information to include in a Predetermined Change Control...more

Hogan Lovells

FDA’s first Digital Health AdComm meeting mulls promises & perils of Generative AI

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Amid continued rapid development of novel software products that present new opportunities in the health care space, FDA has yet to grant marketing authorization to a medical device incorporating artificial intelligence (AI)...more

Hogan Lovells

FDA permits pre-approval for changes to AI devices via Predetermined Change Control Plans

Hogan Lovells on

Last week, the U.S. Food and Drug Administration (FDA) finalized guidance on the types of information that should be included in a Predetermined Change Control Plan (PCCP) as part of a marketing submission for an artificial...more

Ropes & Gray LLP

FDA Finalizes Guidance on Predetermined Change Control Plans for AI-Enabled Medical Device Software

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On December 4, 2024, the U.S. Food and Drug Administration (“FDA”) released its final guidance for industry on predetermined change control plans (“PCCPs”) for devices that utilize artificial intelligence-enabled software...more

Epstein Becker & Green

Unpacking Averages: CDRH Recognition of Consensus Standards Appears to Overlook Software

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For decades, FDA’s Center for Devices and Radiological Health (CDRH) has been recognizing standards that can be referenced in premarket medical device submissions....more

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