Large Scale Whole Slide Image Analysis

Cloud Based Digital Pathology

Cloud Based Digital Pathology

We created a cloud based framework for visualization of large digital Whole Slide Images (WSIs), as well as detection, segmentation, and quantification of structures for WSIs via press of a button.


Histo-Fetch: On-the-Fly Processing of Gigapixel WSIs

We created a pipeline to efficiently extract random patches and labels from digital pathology WSIs for input to a neural network on-the-fly.


Human Artificial Intelligence Loop (HAIL)

We have developed an AI tool to annotate large digital pathology WSIs and display AI predictions in a commonly used WSI viewer.