A Multiresolution Deep Learning Framework for Automated Annotation of Reflectance Confocal Microscopy Images

Abstract

Morphological tissue patterns in RCM images are critical in diagnosis of melanocytic lesions. We present a multiresolution deep learning framework that can automatically annotate RCM images for these diagnostic patterns with high sensitivity and specificity.