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

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
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article

Restoration of Bi-contrast Whole Body MRI for Discontinuous Intensity Nonuniformities

Stathis Hadjidemetriou, Ansgar Malich, Ismini Papageorgiou, Lorenz Damian Rossknecht
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
Advanced MRI Techniques and Applications
article

Restoration of Bi-contrast Whole Body MRI for Discontinuous Intensity Nonuniformities

Stathis Hadjidemetriou, Ansgar Malich, Ismini Papageorgiou, Lorenz Damian Rossknecht
article en

Abstract

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.

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
Openalex Percentile: Top 64%
Advanced MRI Techniques and Applications
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