Hippocampal Surface Deformation Accuracy in T1-Weighted Volumetric MRI Sequences in Subjects with Epilepsy

Journal of Neuroimaging

Volumn 25, Issue 3, 2015, Pages 452-459

  Hogan, R Edward ^a   Moseley, Emily D ^a   Maccotta, Luigi ^a  

^a WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Epilepsy; Hippocampus; MRI

Indexed keywords

ADULT; AGED; ARTICLE; BRAIN MAPPING; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; DIFFUSION WEIGHTED IMAGING; FEMALE; HIGH DIMENSION MAPPING LARGE DEFORMATION; HIPPOCAMPUS; HUMAN; MALE; NERVOUS SYSTEM PARAMETERS; NUCLEAR MAGNETIC RESONANCE SCANNER; RADIOLOGICAL PARAMETERS; TEMPORAL LOBE EPILEPSY; THREE DIMENSIONAL IMAGING; VOLUMETRY; ALGORITHM; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; EPILEPSY; EVALUATION STUDY; IMAGE ENHANCEMENT; MIDDLE AGED; NUCLEAR MAGNETIC RESONANCE IMAGING; ORGAN SIZE; PATHOLOGY; PROCEDURES; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SURFACE PROPERTY;

ADULT; AGED; ALGORITHMS; EPILEPSY; FEMALE; HIPPOCAMPUS; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; ORGAN SIZE; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SURFACE PROPERTIES;

EID: 84929032160     PISSN: 10512284     EISSN: 15526569     Source Type: Journal    
DOI: 10.1111/jon.12135     Document Type: Article

References (34)

1. Jack CR, Barkhof F, Bernstein MA, et al. Steps to standardization and validation of hippocampal volumetry as a biomarker in clinical trials and diagnostic criterion for Alzheimer's disease. Alzheimers Dementia 2011;7:474-485.
2. Hogan RE, Wang L, Bertrand ME, et al. MRI-based high-dimensional hippocampal mapping in mesial temporal lobe epilepsy. Brain 2004;127:1731-1740.
3. Hogan RE, Carne RP, Kilpatrick CJ, et al. Hippocampal deformation mapping in MRI negative PET positive temporal lobe epilepsy. J Neurol Neurosurg Psychiatry 2008;79:636-640.
4. Csernansky JG, Joshi S, Wang L, et al. Hippocampal morphometry in schizophrenia by high dimensional brain mapping. Proc Natl Acad Sci USA 1998;95:11406-11411.
5. Lencz T, McCarthy G, Bronen RA, et al. Quantitative magnetic resonance imaging in temporal lobe epilepsy: relationship to neuropathology and neuropsychological function. Ann Neurol 1992;31:629-637.
6. Cascino GD. Clinical correlations with hippocampal atrophy. Magn Reson Imaging 1995;13:1133-1136.
7. Jack CR, Jr., Sharbrough FW, Cascino GD, et al. Magnetic resonance image-based hippocampal volumetry: correlation with outcome after temporal lobectomy. Ann Neurol 1992;31:138-146.
8. Arruda F, Cendes F, Andermann F, et al. Mesial atrophy and outcome after amygdalohippocampectomy or temporal lobe removal. Ann Neurol 1996;40:446-450.
9. Cascino GD. Clinical evaluation and noninvasive electroencephalography: preoperative evaluation. Neuroimaging Clin N Am 1995;5:547-558.
10. Farid N, Girard HM, Kemmotsu N, et al. Temporal lobe epilepsy: quantitative MR volumetry in detection of hippocampal atrophy. Radiology 2012;264:542-550.
11. Christensen GE, Rabbitt RD, Miller MI. A deformable neuroanatomy textbook based on viscous fluid mechanics. In: Prince J, editor. Proceedings of the 27th Annual Conference on Information Sciences and Systems. The Johns Hopkins University, Baltimore, MD, 1993: pp. 211-216.
12. Miller MI, Grenander U. Computational anatomy: an emerging discipline. Q Appl Math 1998;5:617-694.
13. Miller MI, Christensen GE, Amit Y, et al. Mathematical textbook for deformable neuroanatomies. Proc Natl Acad Sci USA 1993;90:11944-11948.
14. Hogan RE, Mark KE, Wang L, Joshi S, et al. Mesial temporal sclerosis and temporal lobe epilepsy: MR imaging deformation-based segmentation of the hippocampus in five patients. Radiology 2000;216:291-297.
15. Kim H, Chupin M, Colliot O, et al. Automatic hippocampal segmentation in temporal lobe epilepsy: impact of developmental abnormalities. Neuroimage 2012;59:3178-3186.
16. Han X, Fischl B. Atlas renormalization for improved brain MR image segmentation across scanner platforms. IEEE Trans Med Imaging 2007;26:479-486.
17. Khan AR, Wang L, Beg MF. FreeSurfer-initiated fully-automated subcortical brain segmentation in MRI using large deformation diffeomorphic metric mapping. Neuroimage 2008;41:735-746.
18. Chupin M, Hammers A, Liu RS, et al. Automatic segmentation of the hippocampus and the amygdala driven by hybrid constraints: method and validation. Neuroimage 2009;46:749-761.
19. Hogan RE, Bucholz RD, Joshi S. Hippocampal deformation-based shape analysis in epilepsy and unilateral mesial temporal sclerosis. Epilepsia 2003;44:800-806.
20. Nichols TE, Holmes AP. Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum Brain Mapp 2002;15:1-25.
21. Heckemann RA, Hajnal JV, Aljabar P, et al. Automatic anatomical brain MRI segmentation combining label propagation and decision fusion. Neuroimage 2006;33:115-126.
22. Barnes J, Foster J, Boyes RG, et al. A comparison of methods for the automated calculation of volumes and atrophy rates in the hippocampus. Neuroimage 2008;40:1655-1671.
23. Pohl KM, Bouix S, Nakamura M, et al. A hierarchical algorithm for MR brain image parcellation. IEEE Trans Med Imaging 2007;26:1201-1212.
24. Bartzokis G, Altshuler LL, Greider T, et al. Reliability of medial temporal lobe volume measurements using reformatted 3D images. Psychiatry Research 1998;82:11-24.
25. Goodkin DE, Ross JS, Medendorp SV, et al. Magnetic resonance imaging lesion enlargement in multiple sclerosis. Disease-related activity, chance occurrence, or measurement artifact? Arch Neurol 1992;49:261-263.
26. Haller JW, Banerjee A, Christensen GE, et al. Three-dimensional hippocampal MR morphometry with high-dimensional transformation of a neuroanatomic atlas. Radiology 1997;202:504-510.
27. Kim H, Mansi T, Bernasconi N, et al. Surface-based multi-template automated hippocampal segmentation: application to temporal lobe epilepsy. Medical Image Anal 2012;16:1445-1455.
28. Hasboun D, Chantome M, Zouaoui A, et al. MR determination of hippocampal volume: comparison of three methods. AJNR Am J Neuroradiol 1996;17:1091-1098.
29. Jack CR Jr., Bentley MD, Twomey CK, et al. MR imaging-based volume measurements of the hippocampal formation and anterior temporal lobe: validation studies. Radiology 1990;176:205-209.
30. Watson C, Jack CR Jr., Cendes F. Volumetric magnetic resonance imaging. Clinical applications and contributions to the understanding of temporal lobe epilepsy. Arch Neurol 1997;54:1521-1531.
31. Jack CR, Theodore WH, Cook M, et al. MRI-based hippocampal volumetrics: data acquision, normal ranges, and optimal protocol. Magn Reson Imaging 1995;13:1057-1064.
32. Ogren JA, Wilson CL, Bragin A, et al. Three-dimensional surface maps link local atrophy and fast ripples in human epileptic hippocampus. Ann Neurol 2009;66:783-791.
33. Ogren JA, Bragin A, Wilson CL, et al. Three-dimensional hippocampal atrophy maps distinguish two common temporal lobe seizure-onset patterns. Epilepsia 2009;50:1361-1370.
34. Kim H, Mansi T, Bernasconi N. Disentangling hippocampal shape anomalies in epilepsy. Front Neurol 2013;4:131.