Feasibility of Nipah virus-induced lesion detection using 0.05T MRI
Motivation: Portable, low-field MRI systems may represent the only viable strategy to monitor neurological manifestations of infectious diseases, such as Nipah virus (NiV), in vivo, and in low-resource settings. Goal(s): To determine the optimal resolution for lesion detection at 0.05T and compare texture and area markers between 3T and 0.05TApproach: We acquired 3T MR images of three NiV-exposed NHPs, simulated corresponding low-field images for lesion segmentation. Results: We determined a minimum resolution requirement of 1.5 x 1.5 x 2 mm3 at 0.05T to manually segment NiV-induced brain lesions on T2w images and that 0.05T texture matches better with 3T data than lesion area. Impact: The study determined the optimal resolution and textural feature required to monitor NiV-affected patients through prospective imaging at 0.05T to track lesions caused by NiV. It showed that textural was more consistent between the two field strengths than lesion area.
Authors
- Sairam Geethanath (ORCID: https://orcid.org/0000-0002-3776-4114)
- Kunal Aggarwal (ORCID: https://orcid.org/0009-0000-8749-344X)
- Cong Yu (ORCID: https://orcid.org/0000-0003-2912-6347)
- Venkatesh Mani (ORCID: https://orcid.org/0000-0002-0432-2918)
- Claudia Calcagno (ORCID: https://orcid.org/0000-0002-4325-8728)
- Ji‐Hyun Lee (ORCID: https://orcid.org/0000-0001-6420-5150)
- Michael Holbrook
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/10.58530/2024/4228
- Primary Topic
- Virology and Viral Diseases
- Type
- article
- Field-Weighted Citation Impact
- 0.00