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cancer registry automation

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August 25, 2026 / Last updated : August 25, 2026 Michele Webb AI Skills for the ODS

Is It Really AI, or Just Automation?

Is It Really AI, or Just Automation? Not every automated registry function is actually artificial intelligence. Some systems use rule-based automation, meaning they follow predefined instructions such as “if this condition is present, perform this action.” These systems can be highly useful and efficient, but they do not learn from data. Machine learning differs because […]
August 25, 2026 / Last updated : August 25, 2026 Michele Webb artificial intelligence

AI Skills for the ODS

Cancer registrars do not need to become data scientists to evaluate AI-enabled registry technology. They do need enough fluency to understand what a system is doing, how well it performs, where ODS judgment remains non-negotiable, and whether the technology improves the cancer-data lifecycle from case identification through actionable use. Frequently I am contacted by students […]
March 13, 2026 / Last updated : August 25, 2026 Michele Webb artificial intelligence

Cancer Registry’s Competitive Advantage

The Cancer Registry competitive advantage is staying committed to the process until the data serves clinicians and patients.
March 13, 2026 / Last updated : March 13, 2026 Michele Webb Cancer Registrar

Cancer Registry Defines Next Steps

Cancer registry data is the bridge between clinical reality and operational decisions, because it does not just record events, it makes them actionable. “What happened” becomes “what do we do next” when registrars deliver standardized, decision-grade data fast enough to influence pathways, clinical decisions, and service-line strategy. Automation and workflow optimization is the amplifier: it […]
March 13, 2026 / Last updated : March 13, 2026 Michele Webb artificial intelligence

It’s a Privilege

It has been my honor and privilege to serve as a cancer registrar, speaker, and author for the past 20+ years! Registrars are a unique healthcare professional, highly trained in anatomy and physiology, cancer disease process, and the healthcare delivery process. Not only has clinical and scientific medicine changed dramatically since I first started, but […]
February 15, 2026 / Last updated : February 15, 2026 Michele Webb artificial intelligence

What It Means When a Cancer Registrar Says, “There Is No Room for AI in the Cancer Registry”

Why do cancer registrars say, “There is no room for AI in the cancer registry?” As a cancer registrar who advocates for thoughtful AI automation, I hear this phrase often. In most cases, it is not opposition to innovation. It is a signal of perceived risk without control. AI has been part of registry work […]
February 15, 2026 / Last updated : February 15, 2026 Michele Webb artificial intelligence

Why Saying AI Solutions Can “Do More With Less” Triggers Fear

“Do more with less.” Four words that can instantly trigger alarm for cancer registrars. For many, the phrase activates a stress response rooted in familiar pressures: unrealistic expectations, shrinking timelines, or a perceived loss of control. When a team is already operating at maximum capacity, it can widen the gap between what leadership expects and […]
January 27, 2026 / Last updated : January 27, 2026 Michele Webb cancer registry automation

Beyond Pathology: Building an End-to-End Casefinding Workflow

As cancer registry data management continues to evolve, optimizing casefinding workflows is essential for improving data accuracy while strengthening efficiency and productivity. Pathology is often the first—and primary—casefinding source. Intelligent casefinding and AI-driven extraction from pathology can improve timeliness, reduce errors, and streamline day-to-day work. Pathology reports are well suited to automation because their structured […]
January 25, 2026 / Last updated : January 25, 2026 Michele Webb cancer registry automation

Perspectives on Registry Automation: Firestorm or Reality?

Recent perspectives on the adoption of AI to support cancer registry casefinding, abstraction, and analytics have landed differently across the community. The intensity of the feedback signals something important: a shared commitment to data integrity, accurate patient stories, and the long-term credibility of cancer registry work. To move the conversation forward, it helps to set […]
January 13, 2026 / Last updated : January 13, 2026 Michele Webb cancer registry automation

How to Get ROI on Cancer Registry AI Software

When cancer registry AI software does not deliver the expected ROI, it is tempting to assume the technology is not working. Often, the real issue is that AI is being used to “optimize” workflows that were designed for manual work, legacy systems, and batch reporting. Instead of redesigning the end-to-end process, organizations layer AI onto […]

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Recent posts

Is It Really AI, or Just Automation?

August 25, 2026

AI Skills for the ODS

August 25, 2026

Cancer Registry’s Competitive Advantage

March 13, 2026

Cancer Registry Defines Next Steps

March 13, 2026

Bridge Between Clinical and Operational Reality

March 13, 2026

Measureable Oncology Insights

March 13, 2026

Decision-Ready Data: Where Is It?

March 13, 2026

It’s a Privilege

March 13, 2026

What It Means When a Cancer Registrar Says, “There Is No Room for AI in the Cancer Registry”

February 15, 2026

Why Saying AI Solutions Can “Do More With Less” Triggers Fear

February 15, 2026

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