Restoration of Bi-contrast Whole Body MRI for Discontinuous Intensity Nonuniformities
Motivation: Whole-body MRI, a screening tool for bone metastatic disease, uses parallel coil imaging to cover a large Field of View. Signal inhomogeneities at the coil junction points create jump discontinuities in the signal intensity with a negative effect on serial image stitching. Goal(s): To correct for signal jump discontinuities between coils using computer vision. Approach: We engaged piecewise smooth intensity nonuniformities fields using anisotropic diffusion and quantified for improvement in image entropy (H). Results: Our algorithm smoothens the signal intensity between parallel coils by 8% based on entropy metrics. Impact: We implement a novel non-parametric methodology with piecewise smoothness to improve intensity non-uniformities between parallel coil images in whole-body MRI (WB-MRI). Optimized whole-body stitched images render WB-MRI into a one-stop-shop staging method.
Authors
- Stathis Hadjidemetriou (ORCID: https://orcid.org/0000-0002-3205-5511)
- Ansgar Malich
- Ismini Papageorgiou (ORCID: https://orcid.org/0000-0001-5810-0483)
- Lorenz Damian Rossknecht
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/5091
- Primary Topic
- Advanced MRI Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00