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.