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Filtering by: Keyword Cardiovascular MRI Resource type Dissertation Subject Medical imaging

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Accelerated Cardiovascular MRI using Compressed Sensing and Artificial Intelligence

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
Rapid Free-breathing Cardiovascular MRI for Adults and Children

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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Accelerated Cardiovascular MRI using Compressed Sensing and Artificial Intelligence

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