1. Hippocampal subfield volumetry from structural isotropic 1 mm 3 <scp>MRI</scp> scans: A note of caution
- Author
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Ana M. Daugherty, Paul A. Yushkevich, Arnold Bakker, David Berron, Naftali Raz, Robin de Flores, Craig E.L. Stark, Susanne G. Mueller, Valerie A. Carr, Laura E.M. Wisse, Lei Wang, Rosanna K. Olsen, Gaël Chételat, Renaud La Joie, Université de Caen Normandie (UNICAEN), Normandie Université (NU), University of Pennsylvania [Philadelphia], Physiopathologie et imagerie des troubles neurologiques (PhIND), Normandie Université (NU)-Normandie Université (NU)-Institut National de la Santé et de la Recherche Médicale (INSERM), Wayne State University [Detroit], and Northwestern University Feinberg School of Medicine
- Subjects
1 mm3 ,genetic structures ,Cortical Aβ ,Computer science ,FreeSurfer ,Hippocampal formation ,Stratum radiatum ,050105 experimental psychology ,03 medical and health sciences ,Cognition ,0302 clinical medicine ,White matter hyperintensities ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Segmentation ,Image resolution ,ComputingMilieux_MISCELLANEOUS ,Brain function ,volumetry ,Radiological and Ultrasound Technology ,business.industry ,05 social sciences ,Neurosciences ,Experimental Psychology ,Pattern recognition ,hippocampal subfields ,nervous system ,Neurology ,Automatic segmentation ,Cognitive Sciences ,[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,Manual segmentation ,Neurology (clinical) ,Artificial intelligence ,Anatomy ,business ,030217 neurology & neurosurgery ,MRI - Abstract
International audience; Spurred by availability of automatic segmentation software, in vivo MRI investigations of human hippocampal subfield volumes have proliferated in the recent years. However, a majority of these studies apply automatic segmentation to MRI scans with approximately 1 × 1 × 1 mm3 resolution, a resolution at which the internal structure of the hippocampus can rarely be visualized. Many of these studies have reported contradictory and often neurobiologically surprising results pertaining to the involvement of hippocampal subfields in normal brain function, aging, and disease. In this commentary, we first outline our concerns regarding the utility and validity of subfield segmentation on 1 × 1 × 1 mm3 MRI for volumetric studies, regardless of how images are segmented (i.e., manually or automatically). This image resolution is generally insufficient for visualizing the internal structure of the hippocampus, particularly the stratum radiatum lacunosum moleculare, which is crucial for valid and reliable subfield segmentation. Second, we discuss the fact that automatic methods that are employed most frequently to obtain hippocampal subfield volumes from 1 × 1 × 1 mm3 MRI have not been validated against manual segmentation on such images. For these reasons, we caution against using volumetric measurements of hippocampal subfields obtained from 1 × 1 × 1 mm3 images.
- Published
- 2020
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