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.

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National Cancer Survivor Month - AI Supports the Fight

In this week’s Domain Knowledge, we look at how AI in oncology is making a positive impact the patient’s cancer journey.

Practical uses of fracture detection AI in the clinical setting

This week’s Domain Knowledge highlights recent developments in fracture detection AI.

AI and the Early Detection of Skin Cancer

This week’s Domain Knowledge explores the role AI can play in the early detection of skin cancer.

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?”

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