Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples

1 code implementation • 27 Jul 2023 • Andrew H. Song, Mane Williams, Drew F. K. Williamson, Guillaume Jaume, Andrew Zhang, Bowen Chen, Robert Serafin, Jonathan T. C. Liu, Alex Baras, Anil V. Parwani, Faisal Mahmood

Human tissue and its constituent cells form a microenvironment that is fundamentally three-dimensional (3D).

Multiple Instance Learning Predicting Patient Outcomes +1

Aging display's effect on interpretation of digital pathology slides

no code implementations • 30 Jun 2015 • Ali R. N. Avanaki, Kathryn S. Espig, Sameer Sawhney, Liron Pantanowitz, Anil V. Parwani, Albert Xthona, Tom R. L. Kimpe

The effect of display aging using these display models and images is further analyzed through a human reader study designed to quantify the effects from a clinical perspective.