Distinguishing Diseased Tissue From Healthy Tissue Based On Tissue Component Fractions Using Magnetic Resonance Fingerprinting (MRF)

Patent №

US 10,143,389

Granted

2018-12-04

Filed 2015

Owner

CASE WESTERN RESERVE UNIVERSITY

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14682142

Example embodiments associated with characterizing a sample using NMR fingerprinting are described. One example NMR apparatus includes an NMR logic that repetitively and variably samples a (k, t, E) space associated with an object to acquire a set of NMR signals that are associated with different points in the (k, t, E) space. Sampling is performed with t and/or E varying in a non-constant way. The NMR apparatus may also include a signal logic that produces an NMR signal evolution from the NMR signals and a characterization logic that characterizes a tissue in the object as a result of comparing acquired signals to reference signals. Example embodiments facilitate distinguishing diseased tissue from healthy tissue based on tissue component fractions identified using the NMR fingerprinting.

Machine learningVisionAI hardwareA61B 5/0263A61B 5/055A61B 5/4064G01R 33/448G01R 33/4818G01R 33/5602G01R 33/5608G01R 33/5611+12 more

AI classification

AI hardware0.95
Vision0.93
Machine learning0.58
Planning0.00
Natural language0.00
Speech0.00
Evolutionary computation0.00
Knowledge representation0.00

Ownership

CASE WESTERN RESERVE UNIVERSITY

assignment · 357680131

Assignors

GRISWOLD, MARK, DESHMANE, ANAGHA, SUNSHINE, JEFFREY

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

From the same owner

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