132: Ethical and Bias Considerations in Artificial Intelligence/Machine Learning
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In this episode of the Digital Pathology Podcast, I explore the ethical and bias considerations in AI and machine learning through the lens of pathology. This is part six of our special seven-part series based on the landmark Modern Pathology review co-authored by the UPMC group, i…
151: Ethics and Bias Considerations in AI – 7-Part Livestream 6/7
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Can We Ever Eliminate Bias in AI for Pathology?
Every time we think we’ve trained a “neutral” algorithm, we discover our own fingerprints all over it. Our biases. Unconscious. Systemic. Data-driven. And if we ignore them, AI won’t just fail—it will fail patients.
Welcome back, my d…
157: How Academic Pathology Programs Can Prepare for AI | UPMC Podcast
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“AI in Pathology Isn’t Coming — It’s Already Here. Are You Ready?”
From confusion to clarity — that’s what this episode is all about. I sat down with Drs. Liron Pantanowitz, Hooman Rashidi, and Matthew Hanna to dissect one of the most important and comprehensive AI-in-pathology res…
Pathology Meets AI: Translating AI Frameworks into Practice
In this episode of CIPI Connections, members of the CAP Artificial Intelligence Committee, Matthew Hanna, MD, FCAP, Nick Spies, MD, FCAP, and Larissa Furtado, MD, FCAP, discuss how pathology is integrating AI. They discuss how existing CAP validation frameworks apply to AI, the unique challenges of…
CIPI Connections: Pathology Meets AI: Translating AI Frameworks into Practice
In this episode of CIPI Connections, members of the CAP Artificial Intelligence Committee, Matthew Hanna, MD, FCAP, Nick Spies, MD, FCAP, and Larissa Furtado, MD, FCAP, discuss how pathology is integrating AI. They discuss how existing CAP validation frameworks apply to AI, the unique challenges of…
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Color Atlas of Body Fluids, 2nd Edition
Artificial Intelligence (AI) Committee
Matthew Hanna, MD, FCAP
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CIPI Connections: Pathology Meets AI: Translating AI Frameworks into Practice
In this episode of CIPI Connections, members of the CAP Artificial Intelligence Committee, Matthew Hanna, MD, FCAP, Nick Spies, MD, FCAP, and Larissa Furtado, MD, FCAP, discuss how pathology is integrating AI. They discuss how existing CAP validation frameworks apply to AI, the unique challenges of…
Pre-Analytic Best Practices for a Successful Digital Pathology Implementation
The digital transformation of pathology is underway, and laboratories increasingly need equipment and software that enables the use of innovative diagnostic tools such as machine learning/artificial intelligence. To implement any of these diagnostic tools, laboratory leadership must take several pr…
Digital Pathology Implementation at Memorial Sloan Kettering Cancer Center
Joseph Sirintrapun, MD, FCAP, and Matthew Hanna, MD, FCAP talk about the implementation of digital pathology at their institution, Memorial Sloan Kettering Cancer Center. They talk about the challenges and easy wins they experienced during the process and where they see digital pathology heading in…
How Digital Pathology is Reshaping Diagnostics and Patient Care
Digital pathology is changing how laboratories approach diagnostics, workflows and patient care. But realizing its potential requires healthcare leaders to look beyond the technology itself and consider its impact across the pathology service line.
In this episode of Healthcare Insider, Matthew Ha…
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