Quantitative reduced field-of-view imaging system using 3D tailored inner volume excitation and pattern recognition
Methods and systems perform magnetic resonance fingerprinting (MRF) by obtaining magnetic resonance data over a main field-of-view (FOV) and resulting from providing a magnetic resonance fingerprinting pulse sequence to a sample. The pulse sequence includes gradient waveforms and radio frequency (RF) pulses that have pulse sequence parameters specifically tailored for scanning, not the entire main FOV but rather a reduced portion of that main FOV. The methods and systems further include comparing the magnetic resonance data from the sample to a fingerprint dictionary of signal profiles that specifically correspond to the reduced portion of the main FOV and generating tissue property maps that correspond only to that reduced portion.
1. A method for performing magnetic resonance fingerprinting (MRF), the method comprising:
obtaining, using a magnetic resonance scanning device, a first magnetic resonance data over a main field-of-view and resulting from provision of a first magnetic resonance fingerprinting pulse sequence to a sample, the first magnetic resonance fingerprinting pulse comprising a first radio frequency (RF) pulse and gradient waveform pair;
obtaining, using the magnetic resonance scanning device, a second magnetic resonance data over the main field-of-view and resulting from provision of a second magnetic resonance fingerprinting pulse sequence comprising a second RF pulse and gradient waveform pair having different pulse sequence parameters compared to the first magnetic resonance fingerprinting pulse;
comparing, using the magnetic resonance scanning device, the first magnetic resonance data and the second magnetic resonance data to a fingerprint dictionary of signal profiles, wherein the fingerprint dictionary includes one or more of: (i) a previously acquired magnetic resonance fingerprint signal evolution, or (ii) a simulated magnetic resonance fingerprint signal evolution, and corresponds to the signal acquired from a material in a reduced field-of-view; and
responsive to the comparison, generating, using the magnetic resonance scanning device, high-resolution tissue property maps of the portion of the sample corresponding to the reduced field-of-view for display to a user.
2. A non-transitory computer-readable storage medium storing executable instructions that, when executed by a processor, cause a computer to:
obtain, using a magnetic resonance scanning device, a first magnetic resonance data over a main field-of-view and resulting from provision of a first magnetic resonance fingerprinting pulse sequence to a sample, the first magnetic resonance fingerprinting pulse comprising a first radio frequency (RF) pulse and gradient waveform pair,
obtain, using the magnetic resonance scanning device, a second magnetic resonance data over the main field-of-view and resulting from provision of a second magnetic resonance fingerprinting pulse sequence comprising a second RF pulse and gradient waveform pair having different pulse sequence parameters compared to the first magnetic resonance fingerprinting pulse;
compare, using the magnetic resonance scanning device, the first magnetic resonance data and the second magnetic resonance data to a fingerprint dictionary of signal profiles, wherein the fingerprint dictionary includes one or more of: (i) a previously acquired magnetic resonance fingerprint signal evolution, or (ii) a simulated magnetic resonance fingerprint signal evolution, and corresponds to the signal acquired from a material in a reduced field-of-view; and
responsive to the comparison, generate, using the magnetic resonance scanning device, high-resolution tissue property maps of the portion of the sample corresponding to the reduced field-of-view for display to a user.
3. The method of claim 1 , wherein the different pulse sequence parameters comprise different RF pulse parameters selected from the group consisting of flip angles, RF pulse magnitude, RF pulse phase, RF pulse waveform, and gradient waveform.
4. The method of claim 1 , wherein generating high-resolution tissue property maps of the portion of the sample corresponding to the reduced field-of-view comprises generating a T 1 tissue property map and a T 2 tissue property map corresponding to the reduced field-of-view.
5. The method of claim 1 , further comprising:
comparing, using the magnetic resonance scanning device, the first magnetic resonance data and the second magnetic resonance data to a fingerprint dictionary of signal profiles corresponding to a region of the main field-of-view outside of the reduced field-of-view; and
responsive to the comparison, generating, using the magnetic resonance scanning device, high-resolution tissue property maps of the portion of the sample corresponding to the region of the main field-of-view outside of the reduced field-of-view.
6. The method of claim 1 , further comprising:
applying, using the magnetic resonance scanning device, the first magnetic resonance fingerprinting pulse sequence to the sample to affect acquiring the sequence of first magnetic resonance data; and
applying, using the magnetic resonance scanning device, the second magnetic resonance fingerprinting pulse sequence to the sample to affect acquiring the sequence of second magnetic resonance data.
7. The method of claim 1 , the method comprising:
obtaining an identification of the reduced field-of-view of the main field-of-view from analysis of previously-obtained data corresponding to the main field-of-view.
8. The method of claim 1 , the method comprising:
displaying a visual indication of the main field-of-view of the sample to a user; and
obtaining, from the user, an identification of the reduced field-of-view of the main field-of-view.
9. The non-transitory computer-readable storage medium of claim 2 , wherein the different pulse sequence parameters comprise different RF pulse parameters selected from the group consisting of flip angles, RF pulse magnitude, RF pulse phase, RF pulse waveform, and gradient waveform.
10. The non-transitory computer-readable storage medium of claim 2 , storing executable instructions that, when executed by a processor, cause a computer to:
generate the high-resolution tissue property maps of the portion of the sample corresponding to the reduced field-of-view as a T 1 tissue property map and a T 2 tissue property map corresponding to the reduced field-of-view.
11. The non-transitory computer-readable storage medium of claim 2 , storing executable instructions that, when executed by a processor, cause a computer to:
compare, using the magnetic resonance scanning device, the first magnetic resonance data and the second magnetic resonance data to a fingerprint dictionary of signal profiles corresponding to a region of the main field-of-view outside of the reduced field-of-view; and
responsive to the comparison, generate, using the magnetic resonance scanning device, high-resolution tissue property maps of the portion of the sample corresponding to the region of the main field-of-view outside of the reduced field-of-view.
12. The non-transitory computer-readable storage medium of claim 2 , storing executable instructions that, when executed by a processor, cause a computer to:
apply, using the magnetic resonance scanning device, the first magnetic resonance fingerprinting pulse sequence to the sample to affect acquiring the sequence of first magnetic resonance data; and
apply, using the magnetic resonance scanning device, the second magnetic resonance fingerprinting pulse sequence to the sample to affect acquiring the sequence of second magnetic resonance data.
13. The non-transitory computer-readable storage medium of claim 2 , storing executable instructions that, when executed by a processor, cause a computer to:
obtain an identification of the reduced field-of-view of the main field-of-view from analysis of previously-obtained data corresponding to the main field-of-view.
14. The non-transitory computer-readable storage medium of claim 9 , storing executable instructions that, when executed by a processor, cause a computer to:
display a visual indication of the main field-of-view of the sample to a user; and
obtain, from the user, an identification of the reduced field-of-view of the main field-of-view.
15. The non-transitory computer-readable storage medium of claim 2 , wherein the simulated magnetic resonance fingerprint signal evolution corresponding to the signal acquired from the material in the reduced field-of-view is in response to the first and second magnetic resonance fingerprinting pulse sequences.
16. The method of claim 1 , wherein the simulated magnetic resonance fingerprint signal evolution corresponding to the signal acquired from the material in the reduced field-of-view is in response to the first and second magnetic resonance fingerprinting pulse sequences.
17. The method of claim 5 , wherein generating high-resolution tissue property maps of the portion of the sample corresponding to the region of the main field-of-view outside of the reduced field-of-view comprises generating T 1 tissue property maps and T 2 tissue property maps corresponding to the corresponding to the region of the main field-of-view outside of the reduced field-of-view.
18. The non-transitory computer-readable storage medium of claim 11 , wherein the high-resolution tissue property maps of the portion of the sample corresponding to the region of the main field-of-view outside of the reduced field-of-view comprise a T 1 tissue property map and a T 2 tissue property map corresponding to the corresponding to the region of the main field-of-view outside of the reduced field-of-view.