Skin Lesion classification

Abstract

The idea of the project is to apply 2D U-net to Segment the RIO using the publicly available data from ISIC Challenge 2017 and classification of the segmented region for classification of lesion. Multiple OTS model ( Resnet, VGG, Densenet) were used for classification. Among the model VGG out performed all other model. Ensembling of the models was also applied and performed better than single classifier, Democracy always wins.

Fakrul Islam Tushar

Associate in Research

My research interests include distributed Medical imaging, Segmentation and Classification.