Advanced Topics in Biomedical Engineering 2:

Deep Learning Applications in MRI

Home Teaching DL applications in MRI



Dr. Moti Freiman

Reception Hours: Monday:
16:30 pm — 17:30 pm
prearrange via email
*To set up meeting see below

Teaching Assistant


Samah Khawaled

Reception Hours: Tuesday:
12:30 pm — 1:30 pm
prearrange via email
*To set up meeting see below

*How to Prearrange Reception Hours: Email either Dr. Moti Freiman or Samah Khawaled. The subject MUST be:
Impr: <Your Subject>;
where <Your Subject> is the topic you would like to discuss

About the Course

Learning Objectives

Students acquire the ability to:

  • formulate a challenge in a MRI processing pipeline by a neural network.
  • implement a deep-neural-network to solve a given challenge such as:
          - Segmentation
          - Registration
          - Reconstruction/Restoration
          - Disease prediction
          - Quantitative MRI analysis (specifically, Diffusion-Weighted MRI)
  • train and evaluate a deep-neural network.

Course site