Computer Science

News and events

26 May 2017

Deep learning based approach for medical image classifications

Presented By Prof. Xiaohong (Sharon) Gao of Middlesex University
  • 12pm
  • N317

About this event

Abstract: After the success of Google Alpha Go, deep learning (DL) has become very well-known and dominated the  field of computer vision and image processing. While DL has achieved state of the art results in many domains, it still faces challenges in the medical realm. In this talk, I will discuss our recently work on the application of DL to medical images. Specifically, the focus will be on the design of fused convolutional neural network architecture to overcome the shortage of datasets (in millions in the other domains) and to incorporate medical knowledge.