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Life Sciences Machine Learning Medical Devices

Epstein Becker & Green

Unpacking Averages: Is It Too Soon to Study the Postmarket Experience of AI-Driven Medical Devices?

I may be jumping the gun here, but I’m anxious to understand how the new flurry of AI medical devices is performing in the marketplace, or more specifically, whether the devices are failing to perform in a way that...more

Jones Day

Vital Signs: Digital Health Law Update | Spring 2024

Jones Day on

Welcome to Vital Signs, a curated compilation of the latest legal and regulatory developments in digital health. Our lead article reports on recent developments in the U.S. Food and Drug Administration's ("FDA") regulatory...more

Wilson Sonsini Goodrich & Rosati

FDA Publishes Machine Learning Transparency Guiding Principles for Medical Devices

Further to the guiding principles on the use of artificial intelligence (AI) and machine learning (ML) technologies jointly published by the U.S. Food and Drug Administration (FDA), Health Canada, and the United Kingdom’s...more

Troutman Pepper

The FDA's Response to AI Medical Innovation — The Good Bot Podcast

Troutman Pepper on

Join Troutman Pepper Partner Brett Mason for a podcast series analyzing the intersection of artificial intelligence (AI), health care, and the law. In this installment, Brett is joined by Partner Judy O'Grady and Associate...more

McDermott Will & Emery

2024 Health Report - Government Actions Affecting Food, Drug and Medical Device Industries

McDermott Will & Emery on

The food, drug and medical device industries comprise some of the most closely regulated sectors in the United States. The US Food & Drug Administration (FDA) actively exercises authority by constantly changing legislation...more

McDermott Will & Emery

The Impact of the New EU AI Act on the Medtech and Life Sciences Sector

McDermott Will & Emery on

As technology continues to advance almost every aspect of healthcare, so the use of AI has become an increasing focus for developers and the regulators who are racing to keep pace with rapid advancements in technology. ...more

Troutman Pepper

New FDA Guidance on AI and Medical Products

Troutman Pepper on

n March 15, the U.S. Food and Drug Administration (FDA) published a paper titled “Artificial Intelligence and Medical Products: How CBER, CDER, CDRH, and OCP are Working Together.” This paper describes the FDA’s strategy for...more

Nelson Mullins Riley & Scarborough LLP

FDA Publishes Paper Detailing Actions It Intends to Take Regarding the Uses of AI Across the Medical Product Life Cycle

Artificial intelligence or AI isn’t going anywhere, and the FDA is the latest agency to recognize its potential to revolutionize healthcare by advancing medical product development, improving patient care, and expanding the...more

Mintz - Health Care Viewpoints

FDA Needs a New Approach to AI/ML-Enabled Medical Devices

We have been writing about software as a medical device (SaMD) for years, tracking the Food and Drug Administration's (FDA) efforts to keep up with the fast-paced development of digital technology, such as launching the...more

Husch Blackwell LLP

Closing the Gap: Medical Device Innovation, Frontline Healthcare Workers, and the Role of AI

Husch Blackwell LLP on

The recent, rapid advancement of the development of artificial intelligence and machine learning (AI) has revolutionized various industries. It is unsurprising then, that at this year’s South by Southwest Conference (SXSW),...more

Manatt, Phelps & Phillips, LLP

The FDA and the Future of AI Oversight

In January 2024, the U.S. Government Accountability Office (GAO) issued a report highlighting current obstacles to the U.S. Food and Drug Administration’s (FDA) timely and effective regulation of artificial intelligence (AI)...more

Sheppard Mullin Richter & Hampton LLP

Day 1 Notes from the 42nd Annual J.P. Morgan Healthcare Conference

At the first day of the J.P. Morgan Healthcare Conference, “[T]he answer to the ultimate question of life, the universe and everything is 42.” Recognize that famous line? No, it’s not something from ChatGPT, it’s Douglas...more

Hogan Lovells

Life Science Law Update – Key developments for pharma & device companies in EU

Hogan Lovells on

In this Q3/23 issue of our Life Science and Health Care Law Update, our teams highlight key trends across life sciences regulatory, corporate, compliance, competition, and privacy throughout the EU. We highlight the following...more

Knobbe Martens

Major Med Device Product Developer GE HealthCare Collaborating with Healthcare Providers

Knobbe Martens on

For good reasons, including product safety, quality assurance, development of delivery procedures and instructions, it has been a common practice for medical device companies and innovators to consult with physicians during...more

Smart & Biggar

Updated and new draft Health Canada guidance documents related to medical devices

Smart & Biggar on

On August 30, 2023, Health Canada opened consultation on its draft pre-market guidance for machine learning-enabled medical devices (MLMD), i.e., medical devices that use machine learning, in whole or in part, to achieve...more

ArentFox Schiff

ArentFox Schiff Issues the First Global Definitive Legal Guide for Industries Navigating AI

ArentFox Schiff on

Artificial intelligence promises to transform the way we live and work and its impact will undoubtedly stretch to every business sector across the globe. This next generation of technology brings exciting possibilities and...more

Epstein Becker & Green

FDA Oversight of AI Software Developed by Health Care Providers

Epstein Becker & Green on

Introduction - Hardly a day goes by when we don’t see some media report of health care providers experimenting with machine learning, and more recently with generative AI, in the context of patient care. The allure is...more

Epstein Becker & Green

Unpacking Averages: Searching for Bias in Word Embeddings Trained on FDA Regulatory Documents

Epstein Becker & Green on

This post explores how bias can creep into word embeddings like word2vec, and I thought it might make it more fun (for me, at least) if I analyze a model trained on what you, my readers (all three of you), might have written....more

Arnall Golden Gregory LLP

FDA Tries to Keep Up: FDA Publishes Two New Items Related to Artificial Intelligence

FDA has recently published two much-anticipated items related to artificial intelligence (“AI”), one pertaining to medical devices and the other to drug manufacturing. FDA has cleared or approved hundreds of products that...more

Wilson Sonsini Goodrich & Rosati

[Ongoing Program] 2023 Medical Device Digital Health Conference - June 16th, San Francisco, CA

Wilson Sonsini’s 30th Annual Medical Device Digital Health Conference will address topics of critical importance to medical device and digital health companies today, including key healthcare regulatory considerations, the...more

Wilson Sonsini Goodrich & Rosati

[Ongoing Program] MDC 2023 Reception & Dinner Women’s Networking Event & Program - June 15th, Menlo Park, CA

Wilson Sonsini’s 30th Annual Medical Device Digital Health Conference will address topics of critical importance to medical device and digital health companies today, including key healthcare regulatory considerations, the...more

A&O Shearman

EU legislative proposals to impose additional obligations on medical device companies

A&O Shearman on

Connected medical devices are used to assist with diagnosing, monitoring or treating a medical condition and thereby facilitate the remote management of a medical condition by healthcare professionals. Such medical devices...more

Womble Bond Dickinson

Artificial Intelligence - The Promise of Early Disease Diagnosis and Improved Treatment and the Potential of Liability

Womble Bond Dickinson on

If there is one thing that everyone can agree on, it is that health is an important factor in life. In 2021, over 3 million people died in the United States with heart disease and cancer topping the list....more

Hogan Lovells

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

Hogan Lovells on

On March 30, the U.S. Food and Drug Administration (FDA) published draft guidance that proposes recommendations on the types of information that should be included in a Predetermined Change Control Plan (PCCP) in a marketing...more

McDermott Will & Emery

FDA Issues Draft Predetermined Change Control Plan for Machine-Learning-Enabled Device Software Functions

On April 3, 2023, the US Food and Drug Administration (FDA) published its draft guidance, Marketing Submission Recommendations for a Predetermined Change Control Plan for Artificial Intelligence/Machine Learning...more

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