Figure 1.
A web-based system for interactive classification of WSI datasets. All components are coordinated by a browser-based user interface and web application. A WSI image server provides image content to the interface to facilitate visualization of results. The database enhances visualization by serving the boundaries of image analysis objects for overlay onto WSI content. The machine-learning server implements the active learning sampling strategy and performs scalable and timely classification.