Automatic Detection of Cancerous Lung Tissue
The specific aims of this project are (1) to acquire a large database of annotated lung images for healthy and cancerous lungs, (2) to train a deep convolutional neural network to identify healthy vs. cancerous lungs from images, (3) to test the neural network on a reserved set of unseen data, (4) to assess the accuracy of the network and modify the network parameters until optimal accuracy is achieved,and (5) write a paper describing my results.
Dr. Lakshman Tamil, The University of Texas at Dallas
Timothy Cogan, The University of Texas at Dallas