MULTICONTRAST SYNTHETIC LATE GADOLINIUM ENHANCEMENT IMAGING USING POST-CONTRAST MAGNETIC RESONANCE FINGERPRINTING

Patent №

US 11,719,778

Granted

2023-08-08

Filed 2022

Owner

REGENTS OF THE UNIVERSITY OF MICHIGAN

+2 more

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17589780

Methods and systems generate synthetic late gadolinium enhancement (LGE) magnetic resonance images using a magnetic resonance fingerprinting (MRF) acquisition. From a single acquisition, MRF image data is obtained, including co-registered T1 and T2 tissue property maps. Different tissue regions of interest are identified, such as viable myocardium, scar, and blood and T1 and T2 values for each are determined. Based on these, different sets of pulse sequence parameters are determined, e.g., using different synthetic image contrast models receiving the MRF image data. Synthetic LGE images at different contrasts are generated as a result, including a synthetic bright-blood LGE image, a synthetic dark-blood/gray-blood LGE image, and a synthetic optimized imaged.

VisionG01R 33/5608A61B 5/0044A61B 5/055G01R 33/483G01R 33/50G01R 33/5601G01R 33/5635G01R 33/5602+1 more

AI classification

Vision0.99
Machine learning0.11
Evolutionary computation0.01
Natural language0.00
Planning0.00
AI hardware0.00
Knowledge representation0.00
Speech0.00

Ownership

REGENTS OF THE UNIVERSITY OF MICHIGAN

assignment · 636650587

CASE WESTERN RESERVE UNIVERSITY

assignment · 636650772

UNIVERSITY HOSPITALS CLEVELAND MEDICAL CENTER

assignment · 636650772

Assignors

RASHID, IMRAN, RAJAGOPALAN, SANJAY

On an employer assignment, the assignors are typically the inventors.

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