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Olivia Dworkin minimizes regulatory and litigation risks for clients in the pharmaceutical, food, consumer brands, digital health, and medical device industries through strategic advice on FDA compliance issues.
Olivia defends her clients against such litigation as well, representing them through various stages of complex class actions and product liability matters. She maintains an active pro bono practice that focuses on gender-based violence, sexual harassment, and reproductive rights.

Prior to joining Covington, Olivia was a fellow at the University of Michigan Veterans Legal Clinic, where she gained valuable experience as the lead attorney successfully representing clients at case evaluations, mediations, and motion hearings. At Michigan Law, Olivia served as Online Editor of the Michigan Journal of Gender and Law, president of the Trial Advocacy Society, and president of the Michigan Law Mock Trial Team. She excelled in national mock trial competitions, earning two Medals for Excellence in Advocacy from the American College of Trial Lawyers and being selected as one of the top sixteen advocates in the country for an elite, invitation-only mock trial tournament.

Digital health technologies, including algorithms for use in health care, are being developed to aid healthcare providers and serve patients, from use with administrative tasks and workflow to diagnostic and decision support.  The use of artificial intelligence (“AI”) and machine learning algorithms in health care holds great promise, with the ability to help streamline care

On January 25, 2022, Senators Patty Murray and Richard Burr (Chair and Ranking Member of the Senate Health, Education, Labor, and Pensions (HELP) Committee, respectively) released a “discussion draft” of bipartisan legislation—the Prepare for and Respond to Existing Viruses, Emerging New Threats, and Pandemics Act (“PREVENT Pandemics Act”)—which contains notable provisions related to digital health. 

Spurred by the realities of the COVID-19 pandemic, FDA has taken a number of regulatory actions to advance the use of digital health technologies (“DHTs”) in clinical trials.  DHTs provide sponsors with opportunities to capture a broader array of information from study subjects than is typically available through traditional study designs.  This includes information from

As we kick off 2022, several recent developments from FDA suggest that this year could be pivotal for the Agency’s digital health priorities.  From new FDA offices and artificial intelligence guidance, to FDA’s user fee commitments and must-pass legislation in Congress, this post outlines five key issues to watch in 2022 related to FDA and

On 27 October 2021, the U.S. Food and Drug Administration (“FDA”), Health Canada, and the United Kingdom’s Medicines and Healthcare products Regulatory Agency (“MHRA”) (together the “Regulators”) jointly published 10 guiding principles to inform the development of Good Machine Learning Practice (“GMLP”) for medical devices that use artificial intelligence and machine learning (“AI/ML”).

Purpose

AI

On June 22, 2021, Congressional leaders Diana DeGette (D-DO) and Fred Upton (R-MI) released a bipartisan follow-up to the 2016 21st Century Cures Act“Cures 2.0”—a “discussion draft” at this stage—is intended to build upon the Cures Act.  The draft lays out several notable policies related to digital health, real-world data/evidence (RWD/E), and

FDA has long recognized the significant potential of artificial intelligence- and machine learning- (AI/ML-) based software as a medical device (SaMD) to transform health care as well as the unique challenges presented by AI/ML-based software under the Agency’s traditional medical device regulatory framework.  On January 12, 2021, FDA issued the Artificial Intelligence/Machine Learning (AI/ML)-Based Software