Robustness

Pathology AI Pitfalls: Top 10 Challenges in Applying Computer Vision to Histopathology

Pathology AI Pitfalls: Top 10 Challenges in Applying Computer Vision to Histopathology

October 4, 2023
By Heather Couture
Best Practices
Domain Generalization, Histopathology, Pathology, Robustness, Weak Supervision

Common challenges in machine learning for pathology.

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Building Robust AI Solutions for Whole Slide Images

Building Robust AI Solutions for Whole Slide Images

July 26, 2022
By Heather Couture
Published by Digital Pathology Association
Best Practices
Pathology, Histopathology, Robustness, Validation, Domain Generalization

A great deal of focus in the pathology AI world is placed on creating models.

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