Planes, trains, and device regulation – the fatigue of regulatory challenges: MTI REGULATORY REPORT 2024 (part 1)

By Rich West

MTI Regulatory Report 2024 data overwhelmingly suggests regulatory resources throughout the industry are being stretched. Time/Bandwidth is the top medical device regulatory challenge faced during 2024, potentially leading to industry-wide regulatory fatigue and driven by changing global compliance regulations in recent years.

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GenAI

Personalized Care with GenAI-powered risk stratification benefits the care delivery model

By Yunguo Yu
GenAI

The value-based care model, with a substantial monetary budget, necessitates on-time and correct risk stratification. As a result, new and incumbent care providers and payers are reinventing healthcare delivery, looking towards cutting-edge GenAI and machine learning technology to radically transform the healthcare delivery paradigm. This article explores how GenAI and machine learning-based risk stratification are revolutionizing a new era of personalized care, resulting in improved healthcare functions for payers and providers.

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Biocompatibility

What’s Biocompatibility?

By Marina Daineko
Biocompatibility

Recently, biocompatibility consultant, MedTech enthusiast and chemist, Marina Daineko, shared a series of LinkedIn posts defining, medical device biocompatibility and the need for a Medical Device biological risk assessment “framework.” Following is a reposting of Marina’s original LinkedIn series.

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Biocompatibility Testing and Fraudulent Data in the Age of AI

By Michelle Lott

Fraudulent data is becoming more common by the submission. So much so that the FDA recently published a press release reminding medical device manufacturers to scrutinize Third-Party Generated Data.” Regulatory consultant, Michelle Lott, discusses the agency’s use of artificial intelligence to find unusual patterns in submitted data and how you might guard against using fraudulent 3rd-party data.

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