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Filtering by: Keyword Cardiovascular MRI Subject Medical imaging

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Description:: Cardiovascular disease is the leading cause of death in US and non-invasive cardiac imaging has vital importance for early detection and diagnosis of heart disease. Cardiac Magnetic Resonance (CMR) is arguably the most versatile imaging modality and capable of a comprehensive evaluation of heart disease without ionization radiation. Despite the...
Keyword:: Cardiovascular MRI, Deep learning, Magnetic Resonance Imaging , Image segmentation, Compressed Sensing, and Image reconstruction
Subject:: Artificial intelligence, Medical imaging, and Computer science
Creator:: Shen, Daming
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 06/28/2021
Date Created:: 2021-01-01
Resource Type:: Dissertation
Alternate Identifier:: http://dissertations.umi.com/northwestern:15537 and etdadmin_upload_816372

Description:: Cardiac Magnetic Resonance (CMR) is a promising non-invasive imaging technique capable of assessing cardiovascular function and anatomy for both adult and pediatric patients without the need for ionization energy. Even with the stated benefits, CMR utilization in the clinic is low (~1-2%) due in large part to long acquisition time...
Keyword:: Cardiovascular MRI, compressed sensing, real-time, adult and pediatric, deep learning, and free-breathing
Subject:: Medical imaging
Creator:: Haji-valizadeh, Hassan
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 02/12/2020
Date Created:: 2019-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_682286 and http://dissertations.umi.com/northwestern:14782

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