Perivascular space semi-automated segmentation (PVSSAS) of 7T images from patients with and without epilepsy following traumatic brain injury
Motivation: Perivascular spaces (PVSs) are small fluid-filled spaces between blood vessels and pia mater. PVSs may appear differently in traumatic brain injury (TBI) patients with and without post-traumatic epilepsy (PTE) due to their role in waste removal. Goal(s): To investigate characteristics of PVSs in PTE relative to TBI without PTE and healthy controls. Approach: A semi-automated workflow for segmenting PVSs was established and applied to images from a 7T MRI study, including 8 TBI patients with PTE, 18 TBI patients without PTE, and 22 healthy controls. Results: Larger median PVS equivalent diameter was observed in TBI, particularly with PTE, suggesting enlarged PVSs in TBI. Impact: Identification of increased median perivascular space equivalent diameter in traumatic brain injury, particularly cases that develop post-traumatic epilepsy as shown in this work, may improve diagnosis and prognostication for post-traumatic epilepsy.
Authors
- Madeline Fields (ORCID: https://orcid.org/0000-0003-0661-4153)
- Kristen Dams-O'Connor
- Rebecca Feldman (ORCID: https://orcid.org/0000-0001-8403-9807)
- Priti Balchandani (ORCID: https://orcid.org/0000-0001-7709-5835)
- Ji Yeoun Yoo (ORCID: https://orcid.org/0000-0001-7242-9779)
- Jason Reich (ORCID: https://orcid.org/0000-0002-9212-7791)
- Lara Marcuse (ORCID: https://orcid.org/0000-0002-1494-7241)
- Erin L. MacMillan (ORCID: https://orcid.org/0000-0002-8515-5858)
- Gaurav Verma (ORCID: https://orcid.org/0000-0002-7157-439X)
- Bradley N. Delman (ORCID: https://orcid.org/0000-0002-9792-8942)
- Katherine Dorman
- Krystyna Mylostna
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/10.58530/2024/2472
- Primary Topic
- Cerebrospinal fluid and hydrocephalus
- Type
- article
- Field-Weighted Citation Impact
- 0.00