7T MRI Automated Software Segmentation of the Hippocampus for Epilepsy: Prospective Performance Evaluation

Computerized volume measurement of the hippocampus at 7T correlates poorly with volumes obtained through manual segmentation and suboptimally with matched 3T examination measurements, but is highly reproducible at 7T within the same participant. Segmentation errors are more common with 7T examinations, and further development of a hippocampal segmentation method specific to 7T MRI is needed to fully realize the benefits of 7T MRI for imaging patients with epilepsy.

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Publication Details

Journal
American Journal of Neuroradiology
Published
2025-10-09
DOI
https://doi.org/10.3174/ajnr.a8862
Primary Topic
Epilepsy research and treatment
Type
article
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article

7T MRI Automated Software Segmentation of the Hippocampus for Epilepsy: Prospective Performance Evaluation

Krystal Kirby, Kirk M. Welker, Brian J. Burkett, David B. Burkholder et al.
American Journal of Neuroradiology
Epilepsy research and treatment
article

7T MRI Automated Software Segmentation of the Hippocampus for Epilepsy: Prospective Performance Evaluation

Krystal Kirby, Kirk M. Welker, Brian J. Burkett, David B. Burkholder, Karl N. Krecke, Benjamin H. Brinkmann, Steven Anthony Messina, Zaki Ahmed, Daniel J. Blezek, Andrew Fagan, Robert J. Witte
article en

Abstract

Computerized volume measurement of the hippocampus at 7T correlates poorly with volumes obtained through manual segmentation and suboptimally with matched 3T examination measurements, but is highly reproducible at 7T within the same participant. Segmentation errors are more common with 7T examinations, and further development of a hippocampal segmentation method specific to 7T MRI is needed to fully realize the benefits of 7T MRI for imaging patients with epilepsy.

American Journal of NeuroradiologyVol. 46(11)
Mayo Clinic (US), Mayo Clinic in Arizona (US), Beaumont Hospital, Royal Oak (US), Mary Bird Perkins Cancer Center (US), Beaumont Hospital, Troy (US)
Openalex Percentile: Top 66%
Epilepsy research and treatment
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7T MRI Automated Software Segmentation of the Hippocampus for Epilepsy: Prospective Performance Evaluation — Krystal Kirby, Kirk M. Welker, et al. · American Journal of Neuroradiology (2025) | TGRS Research Map | TGRS