Comparison of In Vivo and Ex Vivo MRI of the Human Hippocampal Formation in the Same Subjects

被引:21
|
作者
Wisse, L. E. M. [1 ]
Adler, D. H. [1 ]
Ittyerah, R. [1 ]
Pluta, J. B. [1 ,2 ]
Robinson, J. L. [3 ]
Schuck, T. [3 ]
Trojanowski, J. Q. [3 ,4 ]
Grossman, M. [5 ]
Detre, J. A. [6 ]
Elliott, M. A. [7 ]
Toledo, J. B. [4 ]
Liu, W. [8 ]
Pickup, S. [8 ]
Das, S. R. [1 ]
Wolk, D. A. [2 ]
Yushkevich, P. A. [1 ]
机构
[1] Univ Penn, Dept Radiol, Penn Image Comp & Sci Lab, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Neurol, Penn Memory Ctr, Philadelphia, PA 19104 USA
[3] Univ Penn, CNDR, Philadelphia, PA 19104 USA
[4] Univ Penn, Dept Pathol & Lab Med, Philadelphia, PA 19102 USA
[5] Univ Penn, Dept Neurol, Philadelphia, PA 19104 USA
[6] Univ Penn, Dept Neurol, Ctr Funct Neuroimaging, Philadelphia, PA 19104 USA
[7] Univ Penn, Dept Radiol, Philadelphia, PA 19104 USA
[8] Univ Penn, Dept Radiol, Small Anim Imaging Facil, Philadelphia, PA 19104 USA
关键词
hippocampus; in vivo; MRI; postmortem; subfields; MAGNETIC-RESONANCE IMAGES; POSTMORTEM MRI; HUMAN BRAIN; SUBFIELDS; SEGMENTATION; REGISTRATION; DISEASE; CORTEX; VARIABILITY; MODEL;
D O I
10.1093/cercor/bhw299
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Multiple techniques for quantification of hippocampal subfields from in vivo MRI have been proposed. Linking in vivo MRI to the underlying histology can help validate and improve these techniques. High-resolution ex vivo MRI can provide an intermediate modality to map information between these very different imaging modalities. This article evaluates the ability to match information between in vivo and ex vivo MRI in the same subjects. We perform rigid and deformable registration on 10 pairs of in vivo (3 T, 0.4 x 0.4 x 2.6mm3) and ex vivo (9.4 T, 0.2 x 0.2 x 0.2mm3) scans, and describe differences in MRI appearance between these modalities qualitatively and quantitatively. The feasibility of using this dataset to validate in vivo segmentation is evaluated by applying an automatic hippocampal subfield segmentation technique (ASHS) to in vivo scans and comparing SRLM (stratum/radiatum/lacunosum/moleculare) surface to manual tracing on corresponding ex vivo scans (and in 2 cases, histology). Regional increases in thickness are detected in ex vivo scans adjacent to the ventricles and were not related to scanner, resolution differences, or susceptibility artefacts. Satisfactory in vivo/ex vivo registration and subvoxel accuracy of ASHS segmentation of hippocampal SRLM demonstrate the feasibility of using this dataset for validation, and potentially, improvement of in vivo segmentation methods.
引用
收藏
页码:5185 / 5196
页数:12
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