When I was working on my Masters in data science, one of the projects I did was to create an algorithm that would take an intended use statement for a medical device and predict whether FDA would require a clinical trial. It worked fairly well, with accuracy of about 95%.
Since that’s a dynamic algorithm in which the user inputs an intended use statement and gets a prediction of FDA’s decision, I wanted to go about a similar task this month: create a static word cloud to show what words are most associated with intended use statements where FDA has required a clinical trial. At least in theory, this static representation might give you a sense of words in an intended use statement that are more likely to push your device toward a clinical trial.
Important guidance regarding COVID-19 testing in the workplace was recently issued by the Centers for Medicare & Medicaid Services (“CMS”) in the form of Frequently Asked Questions regarding Over the Counter (“OTC”) Home Testing and CLIA Applicability.
CMS regulates clinical laboratory testing pursuant to the federal Clinical Laboratory Improvement Act (“CLIA”). Generally, a laboratory or clinical setting (such as a physician’s office) must obtain CLIA certification to perform laboratory testing. Some OTC tests, however, are approved by the Food and Drug Administration (“FDA”) for home use and the new FAQs address the use of OTC home tests in the workplace.
Recent Updates
- Comment Period Closes on California OHCA’s Proposed Emergency Regulations Expanding Private Equity, Hedge Fund, and MSO Reporting in Health Care Transactions
- DOJ Revises Justice Manual on Non-Binding Guidance and Qui Tam Dismissals: Practical Considerations
- Additional SBA Crackdown on Pandemic-Era Fraud Leads to Program and Loan Suspensions, Possible FCA Enforcement
- Federal Regulatory Views on Cybersecurity and AI Amidst a Growing Threat Landscape
- Remote Monitoring Services Under the 2027 PFS Proposed Rule: Epstein Becker Green Submits Comments to CMS