Uveal melanoma identification using artificial neural networks

Uveal melanoma is a deadly form of cancer that can develop from a uveal nevus in the eye fundus. By using deep convolutional networks this thesis aims to classify fundus images based on malignancy. A baseline model was compared against two state-of-the-art networks, Inceptionv3 and ResNet. The basel...

Full description

Bibliographic Details
Main Author: Styren, Buster
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-241086