Loading Events

« All Events

  • This event has passed.

Advancement and trends in medical image analysis using deep learning

June 14 @ 2:00 pm - 3:00 pm

Co-sponsored by: University of British Columbia

IEEE EMBS is co-sponsoring a talk with UBC by Dr. Fausto Milletari, NVIDIA.

Abstract: In this talk, I will discuss advancements and trends in medical image analysis using deep learning. I will discuss V-Net and the impact of the fully convolutional neural network for 3D image segmentation and then highlight limitations and shortcoming of this class of algorithms. I will then present novel approaches and ongoing research aiming to integrate statistical shape prior into CNN-based predictions and our latest MICCAI contributions, termed Coarse to Fine Context Memory (CFCM) that aims to integrate features extracted at different depths through a memory mechanism based on RNNs. Finally, I will talk about TOMAAT, an open source package allowing easy deployment of research DL algorithms in the cloud.

Speaker(s): Dr. Milletari,

Location:
Room: Rm 288, ICICS Board Room, 2nd floor
ICICIS
2366 Main Mall, University of British Columbia
Vancouver, British Columbia
V6T 1Z4

Details

Date:
June 14
Time:
2:00 pm - 3:00 pm
Website:
More Information and Registration

Organizer

rohling@ece.ubc.ca