27th ISMRM Annual Meeting • 11-16 May 2019 • Montréal, QC, Canada

Sunrise Session
Advanced MSK MRI Acquisition & Post-Processing: Machine Learning

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Advanced MSK MRI Acquisition & Post-Processing: Machine Learning
Sunrise Session

ORGANIZERS: Jung-Ah Choi, Miika Nieminen, Edwin Oei, Jan Fritz

 
Monday, 13 May 2019
  07:00 - 08:00

Skill Level: Intermediate to Advanced

Session Number: S-M-06

Overview
These four sessions will cover advanced MR imaging and MRI post-processing of the musculoskeletal system including machine learning, rapid imaging, fat suppression and quantification, and MR fingerprinting. Both a research and clinical perspective on each topic will be presented.

Target Audience
Scientists and clinicians interested in applying new MR or post-processing techniques for research or clinical applications.

Educational Objectives
As a result of attending this course, participants should be able to:
- Describe the advanced imaging or post-processing technique discussed in the session;
- Explain how the technique discussed has been applied in the musculoskeletal research; and
- Describe how the technique might be used clinically.

 

 

 
07:00
 
  Machine Learning: Research Perspective
Fang Liu
07:30
 
  Machine Learning: Clinical Perspective
Richard Kijowski
There has been much interest in the use of deep learning in medical imaging.  While recent surveys on deep learning in medical imaging have shown a wide variety of applications in all imaging subspecialties, applications in musculoskeletal imaging have remained relatively limited.  This talk will review the current uses of deep learning in musculoskeletal imaging including tissue segmentation, image reconstruction, and disease detection.
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The International Society for Magnetic Resonance in Medicine is accredited by the Accreditation Council for Continuing Medical Education to provide continuing medical education for physicians.