“The V-CHAMPS Challenge showed us that artificial intelligence (AI) models that performed well on the synthetic patient data in Phase 1 also performed well on the RWD during Phase 2, highlighting the potential value of using synthetic data in AI model development.”
This week Huma Therapeutics received FDA Class II 510(k) clearance for its Software as a Medical Device (SaMD) platform, potentially speeding approval of a variety of AI and machine-learning (ML)-powered digital health devices. We spoke with Kaushik Gune, U.S. Head of Healthcare at Huma, about the current state of digital health technologies, the value of partnerships to enhance the use of real world data and how digital health is likely to advance in the coming years.
The regulatory landscape for medical devices is rapidly evolving, catapulted most recently by European Union Medical Device Regulations (EU MDR). In this article, Monali Bhansali, Practice Lead of Regulatory Affairs at Tata Elxsi, highlights challenges and advancements in the MedTech regulatory landscape, and what the future has in store.
More and more, the quality of real-world evidence (RWE)—gathered from remote patient monitoring data, product and disease registry data, and patient feedback—determines whether a medical device is approved and, in some instances, for how long. Yet some medical device manufacturers are missing an important opportunity to collaborate with clinical registries in capturing this data and driving value.
The FDA has granted several exemptions to its Medical Device Reporting requirements related to events identified in certain real-world data sources, such as medical device registries.
The competition will explore the feasibility, resources and infrastructure needed to integrate real-world healthcare system data into AHRQ’s systematic review findings to improve healthcare practice. The top award winner could earn up to $200,000.
Before product developers can more confidently design RWE studies and venture away from the traditional path of lengthy prospective studies, industry must overcome several challenges. This article provides insight on these barriers and perspective on how industry might fully realize the promise of RWE in the near-term to advance health care.
