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
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Olivia Dworkin
Olivia Dworkin minimizes regulatory and litigation risks for clients in the medical device, pharmaceutical, biotechnology, eCommerce, and digital health industries through strategic advice on complex FDA issues, helping to bring innovative products to market while ensuring regulatory compliance.
With a focus on cutting-edge medical technologies and digital health products and services, Olivia regularly helps new and established companies navigate a variety of state and federal regulatory, legislative, and compliance matters throughout the total product lifecycle. She has experience counseling clients on the development, FDA regulatory classification, and commercialization of digital health tools, including clinical decision support software, mobile medical applications, general wellness products, medical device data systems, administrative support software, and products that incorporate artificial intelligence, machine learning, and other emerging technologies.
Olivia also assists clients in advocating for legislative and regulatory policies that will support innovation and the safe deployment of digital health tools, including by drafting comments on proposed legislation, frameworks, whitepapers, and guidance documents. Olivia keeps close to the evolving regulatory landscape and is a frequent contributor to Covington’s Digital Health blog. Her work also has been featured in the Journal of Robotics, Artificial Intelligence & Law, Law360, and the Michigan Journal of Law and Mobility.
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.
3 Takeaways Digital Health Innovators Should Be Watching in the PREVENT Pandemics Act
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…
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FDA Webinar Provides New Insights on Use of Digital Health Technologies in Clinical Trials
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…
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5 Digital Health Issues to Watch at FDA in 2022
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…
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U.S., UK and Canada Regulators Collaborate to Develop “10 Guiding Principles” for Good Machine Learning Practices (“GMLP”) for Medical Devices
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…
Continue Reading U.S., UK and Canada Regulators Collaborate to Develop “10 Guiding Principles” for Good Machine Learning Practices (“GMLP”) for Medical Devices
Reps. DeGette and Upton Release Highly-Anticipated “Cures 2.0” Draft
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…
Continue Reading Reps. DeGette and Upton Release Highly-Anticipated “Cures 2.0” Draft
FDA Releases AI Action Plan
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…
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