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From Performance to Trust: The State of Explainability in Digital Pathology
Exploring the fine line between visual interpretation and real understanding in the new era of computational pathology.
Oct 17
•
Dr. Luis Cano
How close are we to true multimodality in Digital Pathology?
Tracing the path from digital slides to integrated intelligence and what it means for the future of precision medicine.
Oct 10
•
Dr. Luis Cano
The Hype trap in Digital Pathology and How to escape it
Why inflated promises keep holding back AI in pathology — and the strategies we need to build real, trustworthy innovation.
Oct 3
•
Dr. Luis Cano
1
September 2025
Why Digital Pathology could revolutionize Drug Development, or fail trying
From data silos to equity gaps, digital pathology stands at a crossroads: revolutionize drug discovery or risk failing patients.
Sep 26
•
Dr. Luis Cano
1
3
Back to the Future of Digital Pathology: From Compatibility to Interoperability
The promise of digital pathology isn’t just visualization, it’s integration. From data to decisions, interoperability is the bridge to real impact.
Sep 12
•
Dr. Luis Cano
Foundation Models in Digital Pathology: The Good, the Bad, and the Ugly
Foundation models in digital pathology: opportunities, risks, and the strategic vision shaping tomorrow’s precision care.
Sep 5
•
Dr. Luis Cano
2
August 2025
Digital Pathology starts with the scanner: A Strategic Perspective
For more than a century, pathology has relied on one tool above all others: the optical microscope.
Aug 29
•
Dr. Luis Cano
1
Federated Learning in Digital Pathology: Clinical, Technical, and Regulatory Applications
Federated Learning (FL) marks a fundamental shift in how Artificial Intelligence (AI) can be applied to healthcare.
Aug 15
•
Dr. Luis Cano
1
Strategic Integration of Artificial Intelligence into the Hospital Anatomical Pathology Workflow: A Practical Guide (Part 3)
Update (17 Aug 2025): In a previous version, the 21% efficiency figure was mistakenly attributed to Mount Sinai.
Aug 4
•
Dr. Luis Cano
July 2025
Strategic Integration of Artificial Intelligence into the Hospital Anatomical Pathology Workflow: A Practical Guide (Part 2)
In the first installment of this guide, we focused on what rarely makes the headlines: the invisible foundations that determine whether artificial…
Jul 25
•
Dr. Luis Cano
1
Strategic Integration of Artificial Intelligence into the Hospital Anatomical Pathology Workflow: A Practical Guide (Part 1)
Artificial intelligence (AI) is everywhere—at conferences, in papers, in executive meetings.
Jul 18
•
Dr. Luis Cano
3
2
Data Is Not Diagnosis: The great misunderstanding of Computational Pathology
Artificial intelligence (AI) is quietly reshaping the heart of diagnostic medicine—especially in fields like pathology, where visual interpretation has…
Jul 11
•
Dr. Luis Cano
2
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