Posts tagged AI.
Blogs
Clock 5 minute read

For decades, FDA’s Center for Devices and Radiological Health (CDRH) has been recognizing standards that can be referenced in premarket medical device submissions.  Congress broadly directed federal agencies to begin relying on standards in 1996, through the National Technology Transfer and Advancement Act, but the informal practice dates back to the 1970s.  Congress specifically directed FDA to begin using standards for medical device submissions through the Food and Drug Administration Modernization Act of 1997 (FDAMA). 

Being a curious person, I wanted to see what FDA has done with that authority by looking at the CDRH database for Recognized Consensus Standards: Medical Devices.  My main takeaway is that CDRH is not yet investing enough time and energy in recognizing standards that support digital health and AI.

Findings

I downloaded the data set on September 20, 2024, and looked when standards were recognized by FDA and to which therapeutic or functional areas they related.

Blogs
Clock less than a minute

New from the Diagnosing Health Care PodcastOne year ago, on October 30, 2023, President Joe Biden signed an executive order laying the groundwork both for how federal agencies should responsibly incorporate artificial intelligence (AI) within their workflows and how each agency should regulate the use of AI in the industries it oversees.

What has happened in the past year, and how might things change in the next?

On this episode, Epstein Becker Green attorneys Lynn Shapiro Snyder, Eleanor Chung, and Rachel Snyder Good reflect on what is new in health care AI as a result of the 2023 executive order and discuss what industry stakeholders should be doing to comply and prepare for future federal regulation of AI in health care.

Blogs
Clock 12 minute read

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 jeopardizes health.

FDA keeps a list these days of medical devices that involve AI, and here’s the recent growth in clearances or other approvals. 

Click to enlarge the image. 

Note for calendar year 2024, we only have first-quarter data.

The growth is notable. As these devices enter the market, they are subject to all the typical medical device postmarket regulatory ...

Blogs
Clock 14 minute read

On May 17, 2024, Colorado Governor Jared Polis signed into law SB 24-205—concerning consumer protections in interactions with artificial intelligence systems—after the Senate passed the bill on May 3. The law adds a new part 17, “Artificial Intelligence,” to Article I, Title 6 of the Colorado Consumer Protection Act, to take effect on February 1, 2026. This makes Colorado “among the first in the country to attempt to regulate the burgeoning artificial intelligence industry on such a scale,” Polis said in a letter to the Colorado General Assembly.

The new law will ...

Blogs
Clock 15 minute read

Turns out, ignorance really is bliss, at least according to the Office of Civil Rights (“OCR”) within the Department of Health and Human Services (“HHS”), in publishing its final rule on algorithmic discrimination by payers and providers. Our concern is that the final rule,  based on section 1557 of the Affordable Care Act, creates a double standard where more sophisticated organizations are held to a higher level of compliance.  Set to become effective 300 days after publication, health care providers and payers will have a lot of work to do in that time.

In this post, we will lay ...

Blogs
Clock 5 minute read

On October 30, 2023, President Joe Biden signed the first ever Executive Order (EO) that specifically directs federal agencies on the use and regulation of Artificial Intelligence (AI). A Fact Sheet for this EO is also available.

This EO is a significant milestone as companies and other organizations globally grapple with the trustworthy use and creation of AI.  Previous Biden-Harris Administration action on AI have been guidance of principles (e.g., the AI Bill of Rights) or have been targeted guidance on a particular aspect of AI such as the Executive Order Addressing Racial ...

Blogs
Clock 22 minute read

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 obvious. But the question is, to what extent do health care providers need to worry about FDA requirements as they use AI?

Blogs
Clock 4 minute read

In the absence of a federal law directly aimed at regulating artificial intelligence (AI), the Federal Trade Commission (FTC) is seeking to position itself as one of the primary regulators of this emergent technology through existing laws under the FTC’s ambit. As we recently wrote, the FTC announced the establishment of an Office of Technology, designed to provide technology expertise and support the FTC in enforcement actions. In a May 3, 2023 opinion piece published in the New York Times entitled “We Must Regulate A.I. Here’s How,” Lina Khan, the Chairperson of the FTC, outlined at least three potential avenues for FTC enforcement and oversight of artificial intelligence technology.

Blogs
Clock 3 minute read

On February 17, 2023, the Federal Trade Commission (“FTC”) announced the creation of the Office of Technology (the “OT”), which will be headed by Stephanie T. Nguyen as Chief Technology Officer. This development comes on the heels of increasing FTC scrutiny of technology companies. The OT will provide technical expertise and strengthen the FTC’s ability to enforce competition and consumer protection laws across a wide variety of technology-related topics, such as artificial intelligence (“AI”), automated decision systems, digital advertising, and the collection and sale of data. In addition to assisting with enforcement matters, the OT will be responsible for, among other things, policy and research initiatives, and advising the FTC’s Office of Congressional Relations and its Office of International Affairs. 

Blogs
Clock 5 minute read

The success of an artificial intelligence (AI) algorithm depends in large part upon trust, yet many AI technologies function as opaque ‘black boxes.’ Indeed, some are intentionally designed that way. This charts a mistaken course.

Blogs
Clock 3 minute read

The application of artificial intelligence technologies to health care delivery, coding and population management may profoundly alter the manner in which clinicians and others interact with patients, and seek reimbursement. While on one hand, AI may promote better treatment decisions and streamline onerous coding and claims submission, there are risks associated with unintended bias that may be lurking in the algorithms. AI is trained on data. To the extent that data encodes historical bias, that bias may cause unintended errors when applied to new patients. This can result in ...

Blogs
Clock 7 minute read

After a Congressional override of a Presidential veto, the National Defense Authorization Act became law on January 1, 2021 (NDAA). Notably, the NDAA not only provides appropriations for military and defense purposes but, under Division E, it also includes the most significant U.S. legislation concerning artificial intelligence (AI) to date: The National Artificial Intelligence Initiative Act of 2020 (NAIIA).

The NAIIA sets forth a multi-pronged national strategy and funding approach to spur AI research, development and innovation within the U.S., train and prepare an ...

Blogs
Clock 4 minute read

Based on their extensive experience advising health care industry clients, Epstein Becker Green attorneys and strategic advisors from EBG Advisors are predicting the “hot” health care sectors for investment, growth, and consolidation in 2020.  These predictions for 2020 are largely based on the increasing confluence of the following three key “drivers” of health industry transformation that is substantially underway:

  1. The ongoing national imperative of reducing the cost of health care, via disease prevention and detection, and cost-effective, quality treatment, including more efficient care in ambulatory and retail settings;
  2. Extraordinary advances in technologies which enhance disease prevention, detection and cost-effective treatment (e.g., artificial intelligence (AI)-driven diagnosis and treatment, virtual care, electronic medical record (EMR) systems, medical devices, gene therapy, and precision medicine); and
  3. The aging baby-boomer population, with tens of millions of Americans entering into their 70s, 80s, and above.
Blogs
Clock 5 minute read

As stakeholders, legislators and policymakers wrestle with the myriad of issues related to the provision of remote health care, clinical and technological advancements continue apace. What was once an industry focused primarily on the provision of primary care through existing remote platforms is morphing into a highly sophisticated brew of clinical and technological innovation.  In that regard, several trends have caught my attention. While these trends may not squarely fall within the accepted definitions of “telehealth”, they are worth noting because they raise many ...

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