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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AI drives connected care and a better patient experience

AI is poised to significantly disrupt healthcare as we know it today. This week’s Domain Knowledge looks at the use of AI to drive more connected patient care and better patient outcomes.

Avoiding the Next Healthcare AI Winter

As clinicians and health systems grow impatient and disenchanted with AI, how do we avoid the next healthcare AI winter?

AI Trends in Diagnosing Colorectal Cancer

According to the American Cancer Society, colorectal cancer is the third most common cancer diagnosed in both men and women in the United States. Colorectal cancer (CRC) is the second most common cause of cancer deaths when men and women are combined, and in 2021, it’s expected to cause around 52,980 deaths.

Using AI in Early Lung Cancer Detection

Did you know lung cancer was the leading cause of cancer death for both men and women in the United States? November is Lung Cancer Awareness Month and the focus for this week’s Domain Knowledge

Are radiologists and AI mammography the one-two punch needed in breast health screening? Part 4

In this 4-part series, I sit down with Dr. Amy Patel and discuss the importance of prioritizing breast health. In Part 4 of the series we focus on the use of technology in breast health screening and early cancer detection.

AI Trends in Mammography

It’s clear that mammography and breast cancer diagnoses can benefit from AI, so what exactly are the trends we’re seeing in the space?

Can outreach and education solve the problem of inequity in breast care? Part 3

In this 4-part series, I sit down with Dr. Amy Patel and discuss the importance of prioritizing breast health. In Part 3 of the series we focus on solutions to address access to care, reaching underserved communities and breast care equity for women of color.

Are we in the second wave of the healthcare AI gold rush?

What's driving the rising incidence of breast cancer? Part 2

In this 4-part series, I sit down with Dr. Amy Patel and discuss the importance of prioritizing breast health. In Part 2 of the series we focus on solutions to address confusing breast cancer screening recommendations, COVID screening delays and the increasing incidence of breast cancer.

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