Fig. 2.

The supervised training pipeline involves registration of cross-sectional histology with the video image using a hybrid registration method [23]. Pathologist tracings from the histology are mapped to the video domain. In order to account for possible registration errors, regions are narrowed by 0.5 mm. Fluorescence parameters from the resulting regions are fed into a random forest classifier.