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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ChatGPT & Radiology, a Match Made in Heaven?

This week’s Domain Knowledge looks at the current and future role of ChatGPT in radiology.

AI Marketplace or Curated AI Hub: The best solution for healthcare systems implementing AI

Curated AI Hubs provide AI solutions organized around disease states as well as the opportunity to test the algorithms on the health system’s patient population. This curation and organization is much more valuable to health systems than a menu of unrelated apps in a marketplace.

AI Spotlight: Melanoma Awareness Month

This week’s Domain Knowledge looks at the role artificial intelligence (AI) can play in the detection and treatment of melanoma and skin cancer.

Demonstrating ROI, the Challenge for Healthcare AI

Evaluating AI ROI based upon the resources utilized to identify, evaluate, and deploy that AI is at the base of the ROI calculation.

Can AI help us learn about healthcare AI?

This week’s Domain Knowledge asked ChatGPT to educate us on healthcare AI and here’s what we learned.

Divided We Fall: How to make sense of the fragmented AI Market

This blog will explore why the AI market is fragmented and how Ferrum's approach and Private AI Hub can bridge the barriers for healthcare providers to successfully implement AI solutions.

Developing a Strategy is Crucial for the Success of Healthcare AI

In this blog post, we discuss why an AI strategy is crucial for success in healthcare, identify barriers to implementation, and highlight the importance of Ferrum's private AI Hub.

AI Spotlight: Colorectal Cancer Awareness Month

This week’s Domain Knowledge shares a collection of clinical articles highlighting the role AI can play in the screening and treatment of colorectal cancer (CRC).

AI Security Series: Solutions for Addressing Security Concerns When Implementing Healthcare AI (Part 2)

In the second part of the series, we look at potential solutions that keep patient data secure and pave the way for the use of AI in the healthcare setting.

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