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:

Using Artificial Intelligence in Oncology

AI has made significant inroads in various therapeutic areas, with cancer care benefiting greatly from this powerful technology.

Using Artificial Intelligence in Radiology

AI is poised to become a revolutionary force in healthcare. From the early identification of cancer to the treatment of chronic diseases, there are limitless opportunities for leveraging AI in radiology to ensure more equitable and efficient patient care.

AI and Healthcare: The Ultimate Solution for Health Equity

A notable AI use case in the medical field is the application of AI in radiology and the impact on health equity.

How AI Is Solving Medical Errors

Medical errors are the third leading cause of death and account for nearly 250,000 fatalities annually. AI provides solutions to the medical error dilemma by equipping healthcare professionals with tools that both improve accuracy and function as a safety net.

Determining the ROI of Healthcare AI

This week’s Domain Knowledge takes a high level look at the steps a health system can take to determine the ROI of their AI initiatives.

Trust in Healthcare AI Improves with Advancements in Technology and Transparency

This week’s Domain Knowledge explores the reasons behind the increasing trust in healthcare AI.

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.

There is nothing in this category yet