Insights

Foundational Theory vs. Clinical Reality: Governing Clinical AI in 2026

Health systems are now being asked to innovate while simultaneously managing risk, accountability, and patient safety, often without a single, unified playbook.

White Paper--Beyond the Algorithm: Ensuring Clinical Validity at Scale

Most health systems lack the technical infrastructure to generate continuous evidence of AI performance. Instead, they rely on episodic, manual validation that fails to capture real-world shifts in data.

Foundation Models in Healthcare: What You Need to Know

They are rapidly gaining traction in healthcare for their ability to streamline clinical, operational, and patient-facing tasks.

Filter by:

AI and the Breast Health Journey, Part 5

Can AI Improve Accuracy in Breast Screening? In this 5-part Breast Health Series, we explore the challenges related to breast cancer screening and the role AI can play in early detection.

AI and the Breast Health Journey, Part 4

Breast Care in Transgender, Young Female, and Male Individuals. In this 5-part Breast Health Series, we explore the challenges related to breast cancer screening and the role AI can play in early detection.

AI and the Breast Health Journey, Part 3

Will AI Become a Standard of Care in Managing Breast Health? In this 5-part Breast Health Series, we explore the challenges related to breast cancer screening and the role AI can play in early detection.

AI and the Breast Health Journey, Part 2

The Limits of Mammography In this 5-part Breast Health Series, we explore the challenges related to breast cancer screening and the role AI can play in early detection.

AI and the Breast Health Journey, Part 1

The Breast Density Dilemma In this 5-part Breast Health Series, we explore the challenges related to breast cancer screening and the role AI can play in early detection.

Ferrum’s Pelu Tran Co-Authors Journal of Digital Imaging Article “Is AI the Ultimate QA?”

Will Healthcare AI Save the Day?

Eyeball-grabbing headlines about the inevitable march of artificial intelligence replacing human intellectual tasks abound. While AI might save the day, it must be rigorously tested to be trusted.

Keys to Building Trust in Healthcare AI

Acceptance and trust in healthcare AI will come as people gain an understanding of how the technology is developed and what successful integration looks like. This week’s Domain Knowledge highlights uses for AI that create value and build trust.

Can AI Offer a Path to Health Equity?

Achieving health equity requires an intentional approach to bridging the gap between different demographics. AI offers the ability to better understand these inequities and ultimately help solve them. This week’s Domain Knowledge highlights AI as a tool for driving health equity.

There is nothing in this category yet