Three-dimensional surface deformation-based shape analysis of hippocampus and caudate nucleus in children with fetal alcohol spectrum disorders

Surface deformation‐based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum disorders. High‐resolution structural magnetic resonance imaging images were acquired for 31 children (19 controls and 12 children diagnosed with...

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Published inHuman brain mapping Vol. 35; no. 2; pp. 659 - 672
Main Authors Joseph, Jesuchristopher, Warton, Christopher, Jacobson, Sandra W., Jacobson, Joseph L., Molteno, Chris D., Eicher, Anton, Marais, Patrick, Phillips, Owen R., Narr, Katherine L., Meintjes, Ernesta M.
Format Journal Article
LanguageEnglish
Published New York, NY Blackwell Publishing Ltd 01.02.2014
Wiley-Liss
John Wiley & Sons, Inc
John Wiley and Sons Inc
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Abstract Surface deformation‐based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum disorders. High‐resolution structural magnetic resonance imaging images were acquired for 31 children (19 controls and 12 children diagnosed with fetal alcohol syndrome/partial FAS). Hippocampi and caudate nuclei were manually segmented, and surface meshes were reconstructed. An iterative closest point algorithm was used to register the template of one control subject to all other shapes in order to capture the true geometry of the shape with a fixed number of landmark points. A point distribution model was used to quantify the shape variations in terms of a change in co‐ordinate positions. Using the localized Hotelling T2 method, regions of significant shape variations between the control and exposed subjects were identified and mapped onto the mean shapes. Binary masks of hippocampi and caudate nuclei were generated from the segmented volumes of each brain. These were used to compute the volumes and for further statistical analysis. The Mann–Whitney test was performed to predict volume differences between the groups. Although the exposed and control subjects did not differ significantly in their volumes, the shape analysis showed the hippocampus to be more deformed at the head and tail regions in the alcohol‐exposed children. Between‐group differences in caudate nucleus morphology were dispersed across the tail and head regions. Correlation analysis showed associations between the degree of compression and the level of alcohol exposure. These findings demonstrate that shape analysis using three‐dimensional surface measures is sensitive to fetal alcohol exposure and provides additional information than volumetric measures alone. Hum Brain Mapp 35:659–672, 2014. © 2012 Wiley Periodicals, Inc.
AbstractList Surface deformation-based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum disorders. High-resolution structural magnetic resonance imaging images were acquired for 31 children (19 controls and 12 children diagnosed with fetal alcohol syndrome/partial FAS). Hippocampi and caudate nuclei were manually segmented, and surface meshes were reconstructed. An iterative closest point algorithm was used to register the template of one control subject to all other shapes in order to capture the true geometry of the shape with a fixed number of landmark points. A point distribution model was used to quantify the shape variations in terms of a change in co-ordinate positions. Using the localized Hotelling T(2) method, regions of significant shape variations between the control and exposed subjects were identified and mapped onto the mean shapes. Binary masks of hippocampi and caudate nuclei were generated from the segmented volumes of each brain. These were used to compute the volumes and for further statistical analysis. The Mann-Whitney test was performed to predict volume differences between the groups. Although the exposed and control subjects did not differ significantly in their volumes, the shape analysis showed the hippocampus to be more deformed at the head and tail regions in the alcohol-exposed children. Between-group differences in caudate nucleus morphology were dispersed across the tail and head regions. Correlation analysis showed associations between the degree of compression and the level of alcohol exposure. These findings demonstrate that shape analysis using three-dimensional surface measures is sensitive to fetal alcohol exposure and provides additional information than volumetric measures alone.
Surface deformation‐based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum disorders. High‐resolution structural magnetic resonance imaging images were acquired for 31 children (19 controls and 12 children diagnosed with fetal alcohol syndrome/partial FAS). Hippocampi and caudate nuclei were manually segmented, and surface meshes were reconstructed. An iterative closest point algorithm was used to register the template of one control subject to all other shapes in order to capture the true geometry of the shape with a fixed number of landmark points. A point distribution model was used to quantify the shape variations in terms of a change in co‐ordinate positions. Using the localized Hotelling T 2 method, regions of significant shape variations between the control and exposed subjects were identified and mapped onto the mean shapes. Binary masks of hippocampi and caudate nuclei were generated from the segmented volumes of each brain. These were used to compute the volumes and for further statistical analysis. The Mann–Whitney test was performed to predict volume differences between the groups. Although the exposed and control subjects did not differ significantly in their volumes, the shape analysis showed the hippocampus to be more deformed at the head and tail regions in the alcohol‐exposed children. Between‐group differences in caudate nucleus morphology were dispersed across the tail and head regions. Correlation analysis showed associations between the degree of compression and the level of alcohol exposure. These findings demonstrate that shape analysis using three‐dimensional surface measures is sensitive to fetal alcohol exposure and provides additional information than volumetric measures alone. Hum Brain Mapp 35:659–672, 2014. © 2012 Wiley Periodicals, Inc.
Surface deformation‐based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum disorders. High‐resolution structural magnetic resonance imaging images were acquired for 31 children (19 controls and 12 children diagnosed with fetal alcohol syndrome/partial FAS). Hippocampi and caudate nuclei were manually segmented, and surface meshes were reconstructed. An iterative closest point algorithm was used to register the template of one control subject to all other shapes in order to capture the true geometry of the shape with a fixed number of landmark points. A point distribution model was used to quantify the shape variations in terms of a change in co‐ordinate positions. Using the localized Hotelling T 2 method, regions of significant shape variations between the control and exposed subjects were identified and mapped onto the mean shapes. Binary masks of hippocampi and caudate nuclei were generated from the segmented volumes of each brain. These were used to compute the volumes and for further statistical analysis. The Mann–Whitney test was performed to predict volume differences between the groups. Although the exposed and control subjects did not differ significantly in their volumes, the shape analysis showed the hippocampus to be more deformed at the head and tail regions in the alcohol‐exposed children. Between‐group differences in caudate nucleus morphology were dispersed across the tail and head regions. Correlation analysis showed associations between the degree of compression and the level of alcohol exposure. These findings demonstrate that shape analysis using three‐dimensional surface measures is sensitive to fetal alcohol exposure and provides additional information than volumetric measures alone. Hum Brain Mapp 35:659–672, 2014. © 2012 Wiley Periodicals, Inc.
Surface deformation-based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum disorders. High-resolution structural magnetic resonance imaging images were acquired for 31 children (19 controls and 12 children diagnosed with fetal alcohol syndrome/partial FAS). Hippocampi and caudate nuclei were manually segmented, and surface meshes were reconstructed. An iterative closest point algorithm was used to register the template of one control subject to all other shapes in order to capture the true geometry of the shape with a fixed number of landmark points. A point distribution model was used to quantify the shape variations in terms of a change in co-ordinate positions. Using the localized Hotelling T2 method, regions of significant shape variations between the control and exposed subjects were identified and mapped onto the mean shapes. Binary masks of hippocampi and caudate nuclei were generated from the segmented volumes of each brain. These were used to compute the volumes and for further statistical analysis. The Mann-Whitney test was performed to predict volume differences between the groups. Although the exposed and control subjects did not differ significantly in their volumes, the shape analysis showed the hippocampus to be more deformed at the head and tail regions in the alcohol-exposed children. Between-group differences in caudate nucleus morphology were dispersed across the tail and head regions. Correlation analysis showed associations between the degree of compression and the level of alcohol exposure. These findings demonstrate that shape analysis using three-dimensional surface measures is sensitive to fetal alcohol exposure and provides additional information than volumetric measures alone. Hum Brain Mapp 35:659-672, 2014. © 2012 Wiley Periodicals, Inc. [PUBLICATION ABSTRACT]
Surface deformation-based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum disorders. High-resolution structural magnetic resonance imaging images were acquired for 31 children (19 controls and 12 children diagnosed with fetal alcohol syndrome/partial FAS). Hippocampi and caudate nuclei were manually segmented, and surface meshes were reconstructed. An iterative closest point algorithm was used to register the template of one control subject to all other shapes in order to capture the true geometry of the shape with a fixed number of landmark points. A point distribution model was used to quantify the shape variations in terms of a change in co-ordinate positions. Using the localized Hotelling T(2) method, regions of significant shape variations between the control and exposed subjects were identified and mapped onto the mean shapes. Binary masks of hippocampi and caudate nuclei were generated from the segmented volumes of each brain. These were used to compute the volumes and for further statistical analysis. The Mann-Whitney test was performed to predict volume differences between the groups. Although the exposed and control subjects did not differ significantly in their volumes, the shape analysis showed the hippocampus to be more deformed at the head and tail regions in the alcohol-exposed children. Between-group differences in caudate nucleus morphology were dispersed across the tail and head regions. Correlation analysis showed associations between the degree of compression and the level of alcohol exposure. These findings demonstrate that shape analysis using three-dimensional surface measures is sensitive to fetal alcohol exposure and provides additional information than volumetric measures alone.Surface deformation-based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum disorders. High-resolution structural magnetic resonance imaging images were acquired for 31 children (19 controls and 12 children diagnosed with fetal alcohol syndrome/partial FAS). Hippocampi and caudate nuclei were manually segmented, and surface meshes were reconstructed. An iterative closest point algorithm was used to register the template of one control subject to all other shapes in order to capture the true geometry of the shape with a fixed number of landmark points. A point distribution model was used to quantify the shape variations in terms of a change in co-ordinate positions. Using the localized Hotelling T(2) method, regions of significant shape variations between the control and exposed subjects were identified and mapped onto the mean shapes. Binary masks of hippocampi and caudate nuclei were generated from the segmented volumes of each brain. These were used to compute the volumes and for further statistical analysis. The Mann-Whitney test was performed to predict volume differences between the groups. Although the exposed and control subjects did not differ significantly in their volumes, the shape analysis showed the hippocampus to be more deformed at the head and tail regions in the alcohol-exposed children. Between-group differences in caudate nucleus morphology were dispersed across the tail and head regions. Correlation analysis showed associations between the degree of compression and the level of alcohol exposure. These findings demonstrate that shape analysis using three-dimensional surface measures is sensitive to fetal alcohol exposure and provides additional information than volumetric measures alone.
Surface deformation‐based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum disorders. High‐resolution structural magnetic resonance imaging images were acquired for 31 children (19 controls and 12 children diagnosed with fetal alcohol syndrome/partial FAS). Hippocampi and caudate nuclei were manually segmented, and surface meshes were reconstructed. An iterative closest point algorithm was used to register the template of one control subject to all other shapes in order to capture the true geometry of the shape with a fixed number of landmark points. A point distribution model was used to quantify the shape variations in terms of a change in co‐ordinate positions. Using the localized Hotelling T2 method, regions of significant shape variations between the control and exposed subjects were identified and mapped onto the mean shapes. Binary masks of hippocampi and caudate nuclei were generated from the segmented volumes of each brain. These were used to compute the volumes and for further statistical analysis. The Mann–Whitney test was performed to predict volume differences between the groups. Although the exposed and control subjects did not differ significantly in their volumes, the shape analysis showed the hippocampus to be more deformed at the head and tail regions in the alcohol‐exposed children. Between‐group differences in caudate nucleus morphology were dispersed across the tail and head regions. Correlation analysis showed associations between the degree of compression and the level of alcohol exposure. These findings demonstrate that shape analysis using three‐dimensional surface measures is sensitive to fetal alcohol exposure and provides additional information than volumetric measures alone. Hum Brain Mapp 35:659–672, 2014. © 2012 Wiley Periodicals, Inc.
Author Warton, Christopher
Phillips, Owen R.
Molteno, Chris D.
Eicher, Anton
Joseph, Jesuchristopher
Marais, Patrick
Meintjes, Ernesta M.
Narr, Katherine L.
Jacobson, Sandra W.
Jacobson, Joseph L.
AuthorAffiliation 6 Laboratory of Neuro Imaging Department of Neurology Geffen School of Medicine at UCLA Los Angeles
3 Psychiatry and Behavioral Neurosciences Wayne State University School of Medicine Detroit
4 Department of Psychiatry and Mental Health Faculty of Health Sciences University of Cape Town South Africa
5 Department of Computer Science University of Cape Town South Africa
2 Department of Human Biology Faculty of Health Sciences University of Cape Town South Africa
1 MRC/UCT Medical Imaging Research Unit Faculty of Health Sciences University of Cape Town South Africa
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– name: 6 Laboratory of Neuro Imaging Department of Neurology Geffen School of Medicine at UCLA Los Angeles
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DocumentTitleAlternate Analysis of Hippocampus and Caudate Nucleus in Children
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IEDL.DBID DR2
ISSN 1065-9471
1097-0193
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IsDoiOpenAccess false
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Issue 2
Keywords Human
Fetal alcohol syndrome
Nervous system diseases
Deformation
Ethanol
Radiodiagnosis
Central nervous system
Alcohol
Basal ganglion
shape analysis
Three dimensional shape
Surface analysis
surface deformation
Encephalon
Newborn diseases
Caudate nucleus
Child
Hippocampus
caudate nucleus
fetal alcohol syndrome
hippocampus
Language English
License http://onlinelibrary.wiley.com/termsAndConditions#vor
CC BY 4.0
Copyright © 2012 Wiley Periodicals, Inc.
LinkModel DirectLink
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Notes Office of the President of Wayne State University (a Children's Bridge grant)
istex:C461CDC409768367D0528CB9F8B0688E5818E5DC
NIH Fogarty International Research Collaboration Award - No. R03 TW007030
National Research Foundation of South Africa Focus Area - No. FA2005040800024
the State of Michigan
National Institute on Alcohol Abuse and Alcoholism (NIAAA) - No. R01 AA016781
NIAAA Collaborative Initiative on Fetal Alcohol Spectrum Disorder - No. U01 AA014790; No. U24 AA014815
South African Research Chairs Initiative of the Department of Science and Technology and National Research Foundation of South Africa
the Medical Research Council of South Africa (a Fulbright Fellowship)
University of Cape Town and the Joseph Young, Sr., Fund
ark:/67375/WNG-90Z2CJ1W-S
ArticleID:HBM22209
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OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/6869198
PMID 23124690
PQID 1476856229
PQPubID 996345
PageCount 14
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_6869198
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crossref_citationtrail_10_1002_hbm_22209
crossref_primary_10_1002_hbm_22209
wiley_primary_10_1002_hbm_22209_HBM22209
istex_primary_ark_67375_WNG_90Z2CJ1W_S
PublicationCentury 2000
PublicationDate February 2014
PublicationDateYYYYMMDD 2014-02-01
PublicationDate_xml – month: 02
  year: 2014
  text: February 2014
PublicationDecade 2010
PublicationPlace New York, NY
PublicationPlace_xml – name: New York, NY
– name: United States
– name: San Antonio
– name: Hoboken
PublicationTitle Human brain mapping
PublicationTitleAlternate Hum. Brain Mapp
PublicationYear 2014
Publisher Blackwell Publishing Ltd
Wiley-Liss
John Wiley & Sons, Inc
John Wiley and Sons Inc
Publisher_xml – name: Blackwell Publishing Ltd
– name: Wiley-Liss
– name: John Wiley & Sons, Inc
– name: John Wiley and Sons Inc
References Gonzalo SB, Beatriz GA, Aitor S, Yolanda V, Manuel D, Jordi PC (2010): Manual validation of FreeSurfer's automated hippocampal segmentation in normal aging, mild cognitive impairment, and Alzheimer Disease subjects. Psychiatry Research: Neuroimaging 181:219-225.
Narr KL, Thompson PM, Sharma T, Moussai J, Cannestra AF, Toga AW (2000): Mapping morphology of the corpus callosum in schizophrenia. Cereb Cortex 10:40-49.
Rueckert D, Frangi A, Schnabel JA (2003): Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration. IEEE Trans Med Imag 22:1014-1025.
Mattson SN, Riley EP, Sowell ER, Jernigan TL, Sobel DF, Jones KL (1996): A decrease in the size of the basal ganglia in children with fetal alcohol syndrome. Alcohol Clin Exp Res 20:1088-1093.
Sowell ER, Mattson SN, Thompson PM, Jernigan TL, Riley EP, Toga AW (2001a): Mapping callosal morphology and cognitive correlates: Effects of heavy prenatal alcohol exposure. Neurology 57:235-244.
Archibald SL, Fennema-Notestine C, Gamst A, Riley EP, Mattson SN, Jernigan TL (2001): Brain dysmorphology in individuals with severe prenatal alcohol exposure. Dev Med Child Neurol 43:148-154.
Kelemen A, Szekely G, Gerig G (1997): Three-dimensional model-based segmentation of brain MRI. Proc IEEE Int Workshop Model Based 3D Image Anal 178:828-839.
Wright IC, McGuire PK, Poline JB, Travere JM, Murray RM, Frith CD, Frackowiak RS, Friston KJ (1995): A voxel-based method for the statistical analysis of gray and white matter density applied to schizophrenia. Neuroimage 2:244-252.
Sullivan EV, Deshmukh A, Desmond JE, Lim KO, Pfefferbaum A (2000): Cerebellar volume decline in normal aging, alcoholism, and Korsakoff's syndrome: Relation to ataxia. Neuropsychology 14:341-352.
Styner M, Lieberman JA, Pantazis D, Gerig G (2004): Boundary and medial shape analysis of the hippocampus in schizophrenia. Med Image Anal 8:197-203.
Juergen M, George P, Thomas V (2007):Atlas of the Human Brain, Third Edition.Academic Press,280 p.
Pfefferbaum A, Lim KO, Desmond JE, Sullivan EV (1996): Thinning of the corpus callosum in older alcoholic men: A magnetic resonance imaging study. Alcohol Clin Exp Res 20:752-757.
Sullivan EV, Marsh L, Pfefferbaum A (2005): Preservation of hippocampal volume throughout adulthood in healthy men and women. Neurobiol Aging 26:1093-1098.
May PA, Brooke L, Gossage JP, Croxford J, Adnams C, Jones KL, Robinson L, Viljoen D (2000): Epidemiology of fetal alcohol syndrome in a South African community in the Western Cape Province. Am J Publ Health 90:1905-1912.
Fleute M, Lavallee S, Julliard R (1999): Incorporating a statistically based shape model into a system for computer-assisted anterior cruciate ligament surgery. Med Image Anal 3:209-222.
Sullivan EV, Rosenbloom MJ, Serventi KL, Deshmukh A, Pfefferbaum A (2003): Effects of alcohol dependence comorbidity and antipsychotic medication on volumes of the thalamus and pons in schizophrenia. Am J Psychiatry 160,1110-1116.
Meintjes EM, Jacobson JL, Molteno CD, Gatenby JC, Warton C, Cannistraci CJ, Hoyme HE, Robinson LK, Khaole N, Gore JC, Jacobson SW (2010): An FMRI study of number processing in children with fetal alcohol syndrome. Alcohol Clin Exp Res 34:1450-1464.
Bookstein FL (1997): Landmark methods for forms without landmarks: Morphometrics of group differences in outline shape. Med Image Anal 1:225-243.
Gerig G, Styner M, Shenton ME, Lieberman JA (2001): Shape versus size: Improved understanding of the morphology of brain structures. Med Image Comput Computer-Assist Interv 2208:24-32.
Narr KL, Thompson PM, Szeszko P, Robinson D, Jang S, Woods RP, Kim S, Hayashi KM, Asunction D, Toga AW, Bilder RM (2004): Regional specificity of hippocampal volume reductions in first-episode schizophrenia. Neuroimage 21:1563-1575.
Bookstein FL, Sampson PD, Connor PD, Streissguth AP (2002): Midline corpus callosum is a neuroanatomical focus of fetal alcohol damage. Anat Rec 269:162-174.
Machado AMC, Gee JC (1998): Atlas warping for brain morphometry. Proc SPIE Med Imag Image Process 3338:642-651.
Raz N, Gunning-Dixon F, Head D, Rodrigue KM, Williamson A, Acker JD (2004): Aging, sexual dimorphism, and hemispheric asymmetry of the cerebral cortex: Replicability of regional differences in volume. Neurobiol Aging 25:377-396.
Astley SJ (2004):Diagnostic Guide for Fetal Alcohol Spectrum Disorders: The 4-Digit Diagnostic Code, 3rd ed.Seattle WA:University of Washington Publication Services. pp1-114.
Duta N, Sonka M (1997): Segmentation and interpretation of MR brain images: An improved active shape model. IEEE Trans Med Imag 17:1049-1062.
Jacobson SW, Warton C, Dodge NC, De Guio F, Molteno CD, Jacobson JL, Meintjes EM (2010): Differential vulnerability of three brain structures to fetal alcohol exposure: An MRI study of school-age children in Cape Town. Alcohol Clin Exp Res A 34:93.
Shen L, Ford J, Makedon F, Saykin A (2004): A surface-based approach for classification of 3D neuroanatomical structures. Intell Data Anal 8:519-542.
Sowell ER, Thompson PM, Mattson SN, Tessner KD, Jernigan TL, Riley EP, Toga AW (2001b): Voxel-based morphometric analyses of the brain in children and adolescents prenatally exposed to alcohol. Neuroreport 12:515-523.
May PA, Gossage JP, Marais AS, Adnams CM, Hoyme HE, Jones KL, Robinson LK, Khaole NC, Snell C, Kalberg WO, Hendricks L, Brooke L, Stellavato C, Viljoen DL (2007): The epidemiology of fetal alcohol syndrome and partial FAS in a South African community. Drug Alcohol Depend 88:259-271.
Cootes TF, Taylor CJ, Cooper DH, Graham J (1995): Active shape models-Their training and application. Computer Vis Image Understand 61:38-59.
Yonggang S, Paul MT, Greig IZ, Stephen ER, Zhuowen T, Ivo D, Arthur WT (2007): Direct mapping of hippocampal surfaces with intrinsic shape context. Neuroimage 37:792-807.
Besl PJ, McKay ND (1992): A method for registration of 3-d shapes. IEEE Trans Pattern Anal Mach Intell 14:239-256.
Golland P, Grimson WEL, Kikinis R (1999): Statistical shape analysis using fixed topology skeletons: Corpus callosum Study. Inform Process Med Imag 1613:382-387.
Mai J, Paxinos G, Voss T.2007.Atlas of the Human Brain, 3rd ed.New York:Academic Press.
Kaus MR, Pekar V, Lorenz C, Truyen R, Lobregt S, Weese J (2003): Automated 3-D PDM construction from segmented images using deformable models. IEEE Trans Med Imag 22:1005-1013.
Jacobson SW, Stanton ME, Dodge NC, Pienaar M, Fuller DS, Molteno CD, Meintjes EM, Hoyme HE, Robinson LK, Khaole N, Jacobson JL (2011): Impaired delay and trace eyeblink conditioning in school-age children with fetal alcohol syndrome. Alcohol Clin Exp Res 35:250-264.
Manning MA, Hoyme HE (2007): Fetal alcohol spectrum disorders: A practical clinical approach to diagnosis. Neurosci Biobehav Rev 31:230-238.
Bookstein FL, Sampson PD, Streissguth AP, Connor PD (2001): Geometric morphometrics of corpus callosum and subcortical structures in the fetal alcohol affected brain. Teratology 64:4-32.
Woods RP (2003): Multitracer: A java-based tool for anatomic delineation of grayscale volumetric images. Neuroimage 19:1829-1834.
Basso M, Yang J, Warren L, MacAvoy MG, Varma P, Bronen RA, Van Dyck CH (2006): Volumetry of amygdala and hippocampus and memory performance in Alzheimer's disease. Psychiatry Res 146:251-261.
Styner M, Oguz I, Xu S, Brechbuhler C, Pantazis D, Levitt JJ, Shenton ME, Gerig G (2006): Framework for the statistical shape analysis of brain structures using spharm-pdm. Insight J 1701:242-250.
Jacobson SW, Stanton ME, Molteno CD, Burden MJ, Fuller DS, Hoyme HE, Robinson LK, Khaole N, Jacobson JL (2008): Impaired eyeblink conditioning in children with fetal alcohol syndrome. Alcohol Clin Exp Res 32:365-372.
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References_xml – reference: Duta N, Sonka M (1997): Segmentation and interpretation of MR brain images: An improved active shape model. IEEE Trans Med Imag 17:1049-1062.
– reference: Basso M, Yang J, Warren L, MacAvoy MG, Varma P, Bronen RA, Van Dyck CH (2006): Volumetry of amygdala and hippocampus and memory performance in Alzheimer's disease. Psychiatry Res 146:251-261.
– reference: Jacobson SW, Stanton ME, Molteno CD, Burden MJ, Fuller DS, Hoyme HE, Robinson LK, Khaole N, Jacobson JL (2008): Impaired eyeblink conditioning in children with fetal alcohol syndrome. Alcohol Clin Exp Res 32:365-372.
– reference: Narr KL, Thompson PM, Sharma T, Moussai J, Cannestra AF, Toga AW (2000): Mapping morphology of the corpus callosum in schizophrenia. Cereb Cortex 10:40-49.
– reference: Rueckert D, Frangi A, Schnabel JA (2003): Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration. IEEE Trans Med Imag 22:1014-1025.
– reference: Sowell ER, Mattson SN, Thompson PM, Jernigan TL, Riley EP, Toga AW (2001a): Mapping callosal morphology and cognitive correlates: Effects of heavy prenatal alcohol exposure. Neurology 57:235-244.
– reference: Narr KL, Thompson PM, Szeszko P, Robinson D, Jang S, Woods RP, Kim S, Hayashi KM, Asunction D, Toga AW, Bilder RM (2004): Regional specificity of hippocampal volume reductions in first-episode schizophrenia. Neuroimage 21:1563-1575.
– reference: Jacobson SW, Warton C, Dodge NC, De Guio F, Molteno CD, Jacobson JL, Meintjes EM (2010): Differential vulnerability of three brain structures to fetal alcohol exposure: An MRI study of school-age children in Cape Town. Alcohol Clin Exp Res A 34:93.
– reference: Archibald SL, Fennema-Notestine C, Gamst A, Riley EP, Mattson SN, Jernigan TL (2001): Brain dysmorphology in individuals with severe prenatal alcohol exposure. Dev Med Child Neurol 43:148-154.
– reference: Sullivan EV, Rosenbloom MJ, Serventi KL, Deshmukh A, Pfefferbaum A (2003): Effects of alcohol dependence comorbidity and antipsychotic medication on volumes of the thalamus and pons in schizophrenia. Am J Psychiatry 160,1110-1116.
– reference: Yonggang S, Paul MT, Greig IZ, Stephen ER, Zhuowen T, Ivo D, Arthur WT (2007): Direct mapping of hippocampal surfaces with intrinsic shape context. Neuroimage 37:792-807.
– reference: Gonzalo SB, Beatriz GA, Aitor S, Yolanda V, Manuel D, Jordi PC (2010): Manual validation of FreeSurfer's automated hippocampal segmentation in normal aging, mild cognitive impairment, and Alzheimer Disease subjects. Psychiatry Research: Neuroimaging 181:219-225.
– reference: Bookstein FL, Sampson PD, Connor PD, Streissguth AP (2002): Midline corpus callosum is a neuroanatomical focus of fetal alcohol damage. Anat Rec 269:162-174.
– reference: Styner M, Lieberman JA, Pantazis D, Gerig G (2004): Boundary and medial shape analysis of the hippocampus in schizophrenia. Med Image Anal 8:197-203.
– reference: Fleute M, Lavallee S, Julliard R (1999): Incorporating a statistically based shape model into a system for computer-assisted anterior cruciate ligament surgery. Med Image Anal 3:209-222.
– reference: Cootes TF, Taylor CJ, Cooper DH, Graham J (1995): Active shape models-Their training and application. Computer Vis Image Understand 61:38-59.
– reference: Juergen M, George P, Thomas V (2007):Atlas of the Human Brain, Third Edition.Academic Press,280 p.
– reference: Sullivan EV, Marsh L, Pfefferbaum A (2005): Preservation of hippocampal volume throughout adulthood in healthy men and women. Neurobiol Aging 26:1093-1098.
– reference: Jacobson SW, Stanton ME, Dodge NC, Pienaar M, Fuller DS, Molteno CD, Meintjes EM, Hoyme HE, Robinson LK, Khaole N, Jacobson JL (2011): Impaired delay and trace eyeblink conditioning in school-age children with fetal alcohol syndrome. Alcohol Clin Exp Res 35:250-264.
– reference: Mattson SN, Riley EP, Sowell ER, Jernigan TL, Sobel DF, Jones KL (1996): A decrease in the size of the basal ganglia in children with fetal alcohol syndrome. Alcohol Clin Exp Res 20:1088-1093.
– reference: Sowell ER, Thompson PM, Mattson SN, Tessner KD, Jernigan TL, Riley EP, Toga AW (2001b): Voxel-based morphometric analyses of the brain in children and adolescents prenatally exposed to alcohol. Neuroreport 12:515-523.
– reference: Gerig G, Styner M, Shenton ME, Lieberman JA (2001): Shape versus size: Improved understanding of the morphology of brain structures. Med Image Comput Computer-Assist Interv 2208:24-32.
– reference: May PA, Brooke L, Gossage JP, Croxford J, Adnams C, Jones KL, Robinson L, Viljoen D (2000): Epidemiology of fetal alcohol syndrome in a South African community in the Western Cape Province. Am J Publ Health 90:1905-1912.
– reference: Mai J, Paxinos G, Voss T.2007.Atlas of the Human Brain, 3rd ed.New York:Academic Press.
– reference: Besl PJ, McKay ND (1992): A method for registration of 3-d shapes. IEEE Trans Pattern Anal Mach Intell 14:239-256.
– reference: Woods RP (2003): Multitracer: A java-based tool for anatomic delineation of grayscale volumetric images. Neuroimage 19:1829-1834.
– reference: Styner M, Oguz I, Xu S, Brechbuhler C, Pantazis D, Levitt JJ, Shenton ME, Gerig G (2006): Framework for the statistical shape analysis of brain structures using spharm-pdm. Insight J 1701:242-250.
– reference: Manning MA, Hoyme HE (2007): Fetal alcohol spectrum disorders: A practical clinical approach to diagnosis. Neurosci Biobehav Rev 31:230-238.
– reference: Astley SJ (2004):Diagnostic Guide for Fetal Alcohol Spectrum Disorders: The 4-Digit Diagnostic Code, 3rd ed.Seattle WA:University of Washington Publication Services. pp1-114.
– reference: Machado AMC, Gee JC (1998): Atlas warping for brain morphometry. Proc SPIE Med Imag Image Process 3338:642-651.
– reference: Bookstein FL (1997): Landmark methods for forms without landmarks: Morphometrics of group differences in outline shape. Med Image Anal 1:225-243.
– reference: Raz N, Gunning-Dixon F, Head D, Rodrigue KM, Williamson A, Acker JD (2004): Aging, sexual dimorphism, and hemispheric asymmetry of the cerebral cortex: Replicability of regional differences in volume. Neurobiol Aging 25:377-396.
– reference: Shen L, Ford J, Makedon F, Saykin A (2004): A surface-based approach for classification of 3D neuroanatomical structures. Intell Data Anal 8:519-542.
– reference: Bookstein FL, Sampson PD, Streissguth AP, Connor PD (2001): Geometric morphometrics of corpus callosum and subcortical structures in the fetal alcohol affected brain. Teratology 64:4-32.
– reference: Golland P, Grimson WEL, Kikinis R (1999): Statistical shape analysis using fixed topology skeletons: Corpus callosum Study. Inform Process Med Imag 1613:382-387.
– reference: Meintjes EM, Jacobson JL, Molteno CD, Gatenby JC, Warton C, Cannistraci CJ, Hoyme HE, Robinson LK, Khaole N, Gore JC, Jacobson SW (2010): An FMRI study of number processing in children with fetal alcohol syndrome. Alcohol Clin Exp Res 34:1450-1464.
– reference: Kelemen A, Szekely G, Gerig G (1997): Three-dimensional model-based segmentation of brain MRI. Proc IEEE Int Workshop Model Based 3D Image Anal 178:828-839.
– reference: Kaus MR, Pekar V, Lorenz C, Truyen R, Lobregt S, Weese J (2003): Automated 3-D PDM construction from segmented images using deformable models. IEEE Trans Med Imag 22:1005-1013.
– reference: May PA, Gossage JP, Marais AS, Adnams CM, Hoyme HE, Jones KL, Robinson LK, Khaole NC, Snell C, Kalberg WO, Hendricks L, Brooke L, Stellavato C, Viljoen DL (2007): The epidemiology of fetal alcohol syndrome and partial FAS in a South African community. Drug Alcohol Depend 88:259-271.
– reference: Wright IC, McGuire PK, Poline JB, Travere JM, Murray RM, Frith CD, Frackowiak RS, Friston KJ (1995): A voxel-based method for the statistical analysis of gray and white matter density applied to schizophrenia. Neuroimage 2:244-252.
– reference: Pfefferbaum A, Lim KO, Desmond JE, Sullivan EV (1996): Thinning of the corpus callosum in older alcoholic men: A magnetic resonance imaging study. Alcohol Clin Exp Res 20:752-757.
– reference: Sullivan EV, Deshmukh A, Desmond JE, Lim KO, Pfefferbaum A (2000): Cerebellar volume decline in normal aging, alcoholism, and Korsakoff's syndrome: Relation to ataxia. Neuropsychology 14:341-352.
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Snippet Surface deformation‐based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum...
Surface deformation-based analysis was used to assess local shape variations in the hippocampi and caudate nuclei of children with fetal alcohol spectrum...
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StartPage 659
SubjectTerms Adolescent
Biological and medical sciences
Brain Mapping
caudate nucleus
Caudate Nucleus - pathology
Child
Female
Fetal Alcohol Spectrum Disorders - pathology
fetal alcohol syndrome
hippocampus
Hippocampus - pathology
Humans
Imaging, Three-Dimensional
Investigative techniques, diagnostic techniques (general aspects)
Magnetic Resonance Imaging
Male
Medical sciences
Nervous system
Nervous system involvement in other diseases. Miscellaneous
Neurology
Radiodiagnosis. Nmr imagery. Nmr spectrometry
shape analysis
Statistics, Nonparametric
surface deformation
Title Three-dimensional surface deformation-based shape analysis of hippocampus and caudate nucleus in children with fetal alcohol spectrum disorders
URI https://api.istex.fr/ark:/67375/WNG-90Z2CJ1W-S/fulltext.pdf
https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fhbm.22209
https://www.ncbi.nlm.nih.gov/pubmed/23124690
https://www.proquest.com/docview/1476856229
https://www.proquest.com/docview/1490697586
https://pubmed.ncbi.nlm.nih.gov/PMC6869198
Volume 35
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