Advanced Topics in Biomedical Engineering 2:

Deep Learning Applications in MRI

Home Teaching DL applications in MRI


Instructor

Moti_Image

Dr. Moti Freiman

Reception Hours: Tuesday:
4:00 pm — 5:00 pm
via zoom

Teaching Assistant

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Alon Saguy

Reception Hours: Wednesday:
4:00 pm — 5:00 pm
via zoom



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