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.

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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
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article

Perivascular space semi-automated segmentation (PVSSAS) of 7T images from patients with and without epilepsy following traumatic brain injury

Madeline Fields, Kristen Dams-O'Connor, Rebecca Feldman, Priti Balchandani et al.
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
Cerebrospinal fluid and hydrocephalus
article

Perivascular space semi-automated segmentation (PVSSAS) of 7T images from patients with and without epilepsy following traumatic brain injury

Madeline Fields, Kristen Dams-O'Connor, Rebecca Feldman, Priti Balchandani, Ji Yeoun Yoo, Jason Reich, Lara Marcuse, Erin L. MacMillan, Gaurav Verma, Bradley N. Delman, Katherine Dorman, Krystyna Mylostna
article en

Abstract

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.

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 78%
Cerebrospinal fluid and hydrocephalus
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Perivascular space semi-automated segmentation (PVSSAS) of 7T images from patients with and without epilepsy following traumatic brain injury — Madeline Fields, Kristen Dams-O'Connor, et al. · 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 (2024) | TGRS Research Map | TGRS