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Repeatability of Open-MOLLI: An open-source inversion recovery myocardial T1 mapping sequence for fast prototyping
Andreia S Gaspar1, Nuno A Silva2, António M Ferreira3,4
1Instituto de Sistemas e Robótica-Lisboa and Departamento de Bioengenharia, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal.
Magnetic Resonance in Medicine
|March 25, 2024
Summary
An open-source cardiac T1 mapping prototype, Open-MOLLI, demonstrates comparable results to the standard MOLLI method. This accessible tool facilitates further research and development in cardiac imaging.
Area of Science:
- Cardiovascular Magnetic Resonance Imaging
- Medical Physics
- Open-Source Software Development
Background:
- Cardiac T1 mapping is crucial for assessing myocardial tissue characteristics.
- Current methods can be limited by accessibility and proprietary software.
- Developing open-source tools enhances research flexibility and collaboration.
Purpose of the Study:
- To create an open-source prototype for myocardial T1 mapping, named Open-MOLLI.
- To evaluate the repeatability and performance of Open-MOLLI.
- To improve accessibility for cardiac T1 mapping research and development.
Main Methods:
- Developed Open-MOLLI, an inversion-recovery sequence with a balanced SSFP readout, based on the MOLLI sequence in Pulseq.
- Acquired data using Open-MOLLI and MOLLI sequences in an ISMRM/NIST phantom and 21 healthy volunteers.
- Conducted test-retest studies in 18 volunteers to assess repeatability.
Main Results:
- Phantom T1 values were comparable between Open-MOLLI and MOLLI, particularly for values near healthy myocardium.
- In vivo T1 estimates showed similar mean values between Open-MOLLI (998 ± 52 ms) and MOLLI (1004 ± 33 ms).
- Open-MOLLI exhibited slightly higher repeatability coefficients (4.4%) compared to MOLLI (3.0%), despite noisier images.
Conclusions:
- The open-source Open-MOLLI sequence is viable for in vivo cardiac T1 mapping, yielding similar T1 values to the established MOLLI method.
- Open-MOLLI enhances accessibility to cardiac T1 mapping techniques.
- It serves as a foundational sequence for implementing and testing future improvements and modifications.

