HistoLens
We developed HistoLens, a desktop software for quantitative analysis of annotated structures in histological Whole Slide Images (WSIs). It enables dynamic labeling, interactive figure generation, feature visualization, classification training, and lesion annotation for downstream analysis.
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.