A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM)

Philosophical Transactions of the Royal Society B: Biological Sciences - Tập 356 Số 1412 - Trang 1293-1322 - 2001
John C. Mazziotta1, Arthur W. Toga2, Alan C. Evans3, Peter T. Fox4, Jack L. Lancaster4, Karl Zilles5,6, Roger P. Woods1, Tomás Pauš3, Gregory V. Simpson7,8, G. Bruce Pike3, Colin J. Holmes9,8, D. Louis Collins3, Paul M. Thompson2, David MacDonald3, Marco Iacoboni1, Thorsten Schormann10,8, Katrin Amunts11,8, Nicola Palomero‐Gallagher12,8, Stefan Geyer13, Lawrence M. Parsons4, Katherine L. Narr2, Noor Jehan Kabani3, Georges Le Goualher3, Dorret I. Boomsma8,14, Tyrone D. Cannon15, Ryuta Kawashima5, Bernard Mazoyer16,8
1Ahmanson-Lovelace Brain Mapping Center, UCLA School of Medicine, 660 Charles E. Young Drive, South Los AngelesCA 90095, USA
2Laboratory of Neuroimaging, Department of Neurology, UCLA School of Medicine, 710 Westwood Blvd, Lost Angeles, CA 90095, USA
3McGill University/McConnell Brain Imaging Center, Montreal Neurological Institute, WB-315, 3801 University Street, Montreal, Quebec H3A 2B4, Canada
4Research Imaging Center, University of Texas Health Sciences Center at San Antonio, 7703 Floyd Curl Drive, San Antonio TX 78284, USA
5Department of Nuclear Medicine and Radiology, Institute of Development, Aging and Cancer, Tohuku University, 4-1 Seiryomachi Aobaku, Sendai 980-9575, Japan
6University Duesseldorf, Vogt Brain Research Institute, P.O. Box 10 10 07, Duesseldorf D-40001, Germany
7Dynamic NeuroImaging Laboratory, UCSF, Department of Radiology, Box 0628, San Francisco, CA 94143, USA
8University of California at, Los Angeles
9SGI, 43L-525, 1600 Amphitheatre Pkwy, Mountain View, CA 94043-1352, USA
10Institut für Neuroanatomie und C. und O., Vogt Institut für Hirnforschung, Heinrich-Heine-Universität, Postfach 101007, D-40001, Düsseldorf, Germany
11Institut für Medizin, Forschungszentrum Jülich und Institut für Neuroanatomie, Heinrich-Heine-Universität, Postfach 101007, D-40001, Düsseldorf, Germany
12Institute of Medicine, Research Centre, Jüich, D-52425, Germany
13Institute of Neuroanatomy, Heinrich Heine University, Mooren str. 5,D-40225 Düsserldofr, Germany
14Vrije Universiteit, Department of Biological Psychology, De Bodelaan 1111, 1081 HV, Amsterdam
15UCLA Department of Psychology, Franz Hall, 405 Hilgard Avenue, Los Angeles, CA 90095-1563
16Groupe d'Imagerie Neurofonctionnelle, UMR 6095 CNRs, CES, Université de Caen, Université Paris 5, GIP Cyceron, BP5229, F-14074 Caen, France

Tóm tắt

Motivated by the vast amount of information that is rapidly accumulating about the human brain in digital form, we embarked upon a program in 1992 to develop a four–dimensional probabilistic atlas and reference system for the human brain. Through an International Consortium for Brain Mapping (ICBM) a dataset is being collected that includes 7000 subjects between the ages of eighteen and ninety years and including 342 mono– and dizygotic twins. Data on each subject includes detailed demographic, clinical, behavioural and imaging information. DNA has been collected for genotyping from 5800 subjects. A component of the programme uses post–mortem tissue to determine the probabilistic distribution of microscopic cyto– and chemoarchitectural regions in the human brain. This, combined with macroscopic information about structure and function derived from subjectsin vivo, provides the first large scale opportunity to gain meaningful insights into the concordance or discordance in micro– and macroscopic structure and function. The philosophy, strategy, algorithm development, data acquisition techniques and validation methods are described in this report along with database structures. Examples of results are described for the normal adult human brain as well as examples in patients with Alzheimer's disease and multiple sclerosis. The ability to quantify the variance of the human brain as a function of age in a large population of subjects for whom data is also available about their genetic composition and behaviour will allow for the first assessment of cerebral genotype–phenotype–behavioural correlations in humans to take place in a population this large. This approach and its application should provide new insights and opportunities for investigators interested in basic neuroscience, clinical diagnostics and the evaluation of neuropsychiatric disorders in patients.

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Tài liệu tham khảo

Ahlfors S. P. (and 10 others) 1999 Spatiotemporal a tivity of a orti al network for pro essing visual motion revealed by MEG and fMRI. J. Ne rophysiol. 82 2545^2555.

Amdimts K. Malikovi A. Mohlberg H. S hormann T. & Zilles K. 2000 Brodmann's areas 17 and 18 brought into stereotaxi spa eöwhere and how variable? Ne roImage 11 66^84.

Amunts K. Klingberg T. Binkofski F. S hormann T. Seitz R. J. Roland P. E. & Zilles K. 1998 Cytoar hite toni de¢- nition of Bro a's region and its role in fun tions di¡erent from spee h. Ne roImage 7 8.

Amunts K. S hlei her A. Biirgel U. Mohlberg H. Uylings H. B. M. & Zilles K. 1999 Bro a's region y revisited: ytoar hite ture and intersubje t variability. J. Comp. Ne rol. 412 319^341.

Arnold J. B. (and 10 others) 2001 Quantitative and qualitative evaluation of six algorithms for orre ting intensity nonuniformity e¡e ts. Ne roImage 13 931^943.

Ashburner J. Neelin P. Collins D. L. Evans A. & Friston K. 1997 In orporating prior knowledge into image registration. Ne roImage 6 344^352.

Ayle C. J. Supek S. George J. S. Ranken D. Lewine J. Sanders J. Best E. Tiee W. Flynn E. R. & Wood C. C. 1996 Retinotopi organization of human visual ortex: departures from the lassi al model. Cerebral Cortex 6 354^361.

Bailey P. & von Bonin G. 1951 The isocortex of man. Urbana University Press.

Baj, 1989, Multi-resolution elasti mat hing. Comp t.Vision, Graphics, Image Process., 46, 21

Bartley A. J. Jones D. W. & Weinberger D. R. 1997 Geneti variability of human brain size and orti al gyral patterns. Brain 120 257^269.

Bloom F. E. 1996 The multidimensional database and neuroinformati s requirements for mole ular and ellular neuros ien e. Ne roImage 4 S12^S13.

Bloom F. E. Young W. G. & Kirn Y. M. 1990 BrainBrowser: HyperCard application for the Macintosh. San Diego CA: A ademi Press.

BodegÌrd A. Geyer S. Naito E. Zilles K. & Roland P. E. 2000a Somatosensory areas in man a tivated by moving stimuli: ytoar hite toni mapping and PET. Ne roReport 11 187^191.

BodegÌrd A. Ledberg A. Geyer S. Naito E. Larsson J. Zilles K. & Roland P. 2000b Obje t shape di¡eren es re£e ted by somatosensory orti al a tivation in human. J. Ne rosci. 20 1^5.

Brodmann K. 1909 Vergleichende Lokalisationslehre der Gro¢himrinde in ihren Prinzipien dargestellt a fGr nd des Zeilenba es. Leipzig: Barth JA.

Broit C. 1981 Optimal registration of deformed images. PhD dissertation University of Pennsylvania USA.

Bro-Nielsen M. & Gramkow C. 1996 Fast £uid registration of medi al images. In Proc. Fo rth K. H. Hohne & R. Kikinis) Hamb rg Germany 22^25 September 1996 pp. 267^276. Berlin: Springer-Verlag.

Cannestra A. F. Santori E. M. Holmes C. J. & Toga A. W. 1997 A three-dimensional multimodality map of the nemistrina monkey. Brain Res. B Il. 5 147^153.

Cao J. & Worsley K. J. 1999 The geometry of the Hotelling's T2 random ¢eld with appli ations to the dete tion of shape hanges. Annls Statistics 27 925^942.

Carman G. J. Drury H. A. & Van Essen D. C. 1995 Computational methods for re onstru ting and unfolding the erebral ortex. Cerebral Cortex 5 506^517.

Christensen G., 1993, A deformable neuroanatomy textbook based on vis ous £uid me hani s. Invited paper. In Proc. 1993 Conf, Info. Sci. Syst. (ed. J. Prin e & T. Runolfsson), 216

Christensen G. E. Rabbitt R. D. Miller M. I. Joshi S. C. Grenander U. Coogan T. A. & Van Essen D. C. 1995 Topologi al properties of smooth anatomi maps. In Information processing in medical imaging (ed.Y. Bizais C. Barillot & R. DiPaola) J ne 1995 pp. 101^112. Boston MA: Kluwer A ademi .

10.1109/83.536892

Clark S. & Miklossy J. 1990 O ipital ortex in man: organization of allosal onne tions related myelo- and ytoar hite ture and putative boundaries of fun tional visual areas. J. Comp. Ne rol. 298 188^214.

Collins D. L., 1994, Automati 3D registration of MR volumetri data in standardized Talaira h spa e, J. Comp. Assist.Tomogr., 8

Collins D. L. Holmes C. J. Peters T. M. & Evans A. C. 1995 Automati 3D model-based neuroanatomi al segmentation. H m. Brain Mapp. 3 190^208.

Dale A. M. Pis hi B. Sereno M. I. 1999 Corti al surfa ebased analysis. I. Segmentation and surfa e re onstru tion. Ne roImage 9 179^194.

10.1097/00004728-199607000-00031

Davatzikos C. 1997 Spatial transformation and registration of brain images using elasti ally deformable models. Comp t. Vis. Image Und. 66 207^222.

10.1097/00004728-200001000-00024

Dumoulin S. O. Bittar R. G. Kabani N. J. Baker C. L. LeGoualher G. Pike G. B. & Evans A. C. 2000 A new neuroanatomi al landmark for the reliable identi¢ ation of human area V5/MT: a quantitative analysis of sul al patterning. Cerebral Cortex 10 454^463.

Duta N. Sonka M. & Jain A. K. 1999 Learning shape models from examples using automati shape lustering and Pro rustes analysis. In Proc. 16th Int. Conf. on Information Processing in Medical Imaging (IPMI'99) (ed. A. Kuba M. Sa mal & A. Todd-Pokropek) pp. 370^375. Le ture Notes in Computer S ien e vol. 1613. Berlin: Springer-Verlag.

Evans A. C. Frank J. A. Antel J. & Miller D. H. 1997 The role of MRI in lini al trials of multiple s lerosis: omparison of image pro essing te hniques. Annls Ne rol. 41 125^132.

Evans A. C. Collins D. L. & Holmes C. J. 1996 Automati 3D regional MRI segmentation and statisti al probability anatomy maps. In Q anti¢cation of brain f nction sing PET (ed. R. Myers V. Cunningham D. Bailey & T. Jones) pp. 123^ 130. San Diego CA: A ademi Press.

Evans A. C. Dai W. Collins D. L. Neelin P. & Marrett S. 1991 Warping of a omputerized 3D atlas to mat h brain image volumes for quantitative neuroanatomi al and fun - tional analysis. Proc. SPIE Med. Imag. 1445 236^247.

10.1093/cercor/1.1.1

Filimono¡ I. N. 1932 Ûber die VariabilitÌt der GroÞhirnrindenstruktur. Mitteilung IIöRegio o ipitalis beim erwa hsenen Mens hen. J. Psychol. Ne rol. 44 2^96.

Fis hl B. Sereno M. I. Tootell R. B. Dale A. M. 1999 Highresolution intersubje t averaging and a oordinate system for the orti al surfa e. H m. Brain Mapp. 8 272^284.

Fle hsig P. 1920 Anatomie des menschlichen Gehirns nd R ckenmarks. Leipzig: Thieme.

Fox P. T. & Mintun M. A. 1989 Noninvasive fun tional brain mapping by hange-distribution analysis of averaged PET images of H 2 15 O tissue a tivity. J. Ne rosci. 7 913^922.

Fox P. T. & Lan aster J. L. 1994 Neuros ien e on the net. Science 266 994^996.

Fox P. T. Mikiten S. Davis G. & Lan aster J. 1994 Brain map: a database of human fun tional brain mapping. In F nctional ne roimaging (ed. R. W. That her M. Hallett T. Ze¤ro E. R. John & M. Huerta) pp. 95^105. San Diego CA: A ademi Press.

10.1038/jcbfm.1991.122

Friston K. J. Holmes A. P. Worsley K. J. Poline J. P. Frith C. D. & Fra kowiak R. S. J. 1995. Statisti al parametri maps in fun tional imaging: a general linear approa h. H m. Brain Mapp. 2 189^210.

Galaburda A. M. 1980 La regio n de Bro a: observations anatomiques faites un sie le apre s la mort de son de ouvreur. Rev e Ne rologiq e 136 609^616.

Galaburda A. M. LeMay M. Kemper T. L. & Ges hwind N. 1978 Right^left asymmetries in the brain. Science 199 852^ 856.

10.1097/00004728-199303000-00011

Gee J. C. LeBriquer L. Barillot C. Haynor D. R. & Baj sy R. 1995 Bayesian approa h to the brainöimage mat hing problem. Proc. SPIE Medical Imag. 2434 145^156.

Ges hwind N. & Levitsky W. 1968 Human brain: left^right asymmetries in temporal spee h region. Science 161 186^187.

Gevins A. S. Lee J. Martin N. Reutter R. Desmond J. & Bri kett P. 1994 High resolution EEG: 124- hannel re ording spatial deblurring and MRI integration methods. Electroen Clin. Ne ro. 90 337^358.

Geyer S. Ledberg A. S hlei her A. Kinomura S. S hormann T. BÏrgel U. Klingberg T. Larsson J. Zilles K. & Roland P. E. 1996 Two di¡erent areas within the primary motor ortex of man. Nat re 382 805^807.

Geyer S. S hlei her A. Zilles K. 1997 The somatosensory ortex of human: ytoar hite ture and regional distributions of re eptor-binding sites. Ne roImage 6 27^45.

Geyer S. S hlei her A. & Zilles K. 1999 Areas 3a 3b and 1 of human primary somatosensory ortex. 1. Mi rostru tural organization and interindividual variability. Ne roImage 10 63^83.

Geyer S. S hormann T. Mohlberg H. & Zilles K. 2000 Areas 3a 3b and 1 of human primary somatosensory ortex. 2. Spatial normalization to standard anatomi al spa e. Ne roImage 11 684^696.

Gur R. C. Pa ker I. K. Hungerbuhler J. P. Reivi h M. Obrist W. Amamek W. & Sa keim H. 1980 Di¡eren es in the distribution of gray and white matter in human erebral hemispheres. Science 207 1226^1228.

Harmony T., 1999, Do spe i¢ EEG frequen ies indi ate di¡erent pro esses during mental al ulation? Ne rosci, Lett., 266, 28

Hayes T. L. & Lewis D. A. 1995 Anatomi al spe ialization of the anterior motor spee h area: hemispheri di¡eren es in magnopyramidal neurons. Brain Lang. 49 289^308.

Hayes T. L. & Lewis D. A. 1996 Magnopyramidal neurons in the anterior motor spee h region. Arch. Ne rol. 53 1277^1283.

10.1097/00004728-199803000-00032

Huerta M. Koslow S. & Leshner A. 1993 The Human Brain Proje t: an international resour e. TINS 16 436^438.

10.1038/jcbfm.1994.78

Ja obs B. Batal H. A. Lyn h B. Ojemann G. Ojemann L. M. & S heibel A. B. 1993 Quantitative dendriti and spine analysis of spee h orti es: a ase study. Brain Lang. 44 239^253.

10.1109/42.414608

Kamber M. Collins D. L Shinghal R. Fran is G. S. & Evans A. C. 1992 Model-based 3D segmentation of multiple s lerosis lesions in dual-e ho MRI data. Proc. SPIE Vis. Biomed. Comp. 1808 590^600.

Koslow S. H. 2000 Should the neuros ien e ommunity make a paradigm shift to sharing primary data? Nat re Ne rosci. 3 863^865.

Lan aster J. L. Rainey L. H. Summerlin J. L. Freitas C. S. Fox P. T. Evans A. C. Toga A. W. & Mazziotta J. C. 1997 Automated labeling of the human brain: a preliminary report on the development and evaluation of a forward-transform method. H m. Brain Mapp. 5 238^242.

Larsson J. Amunts K. Gulya s B. Malikovi A. Zilles K. & Roland P. E. 1999 Neuronal orrelates of real and illusory ontour per eption: fun tional anatomy with PET. E ro. J. Ne rosci. 11 4024^4036.

LeGoualher G., 1999, Automated extra tion and variability analysis of sul al neuroanatomy, IEEE Trans. Med. Imaging, 18

LeGoualher G. Argenti A. Duyme M. Baare W. Hulsho¡ Pol H. Barillot C. & Evans A. C. 2000 Statisti al sul al shape omparisons: appli ation to the dete tion of geneti en oding of the entral sul us shape. Ne roImage 11 564^ 574.

Leonard C. M. Kuldau J. M. Breier J. I. Zu¡ante P. A. Gautier E. R. Heron D.-C. Lavery E. M. Pa king J. Williams S. A. & DeBose C. A. 1999 Cumulative e¡e t of anatomi al risk fa tors for s hizophrenia: an MRI study. Biol. Psychiatry 46 374^382.

10.1109/42.746714

Ma Donald D. 1998 A method for identifying geometri ally simple surfa es from three-dimensional images. PhD dissertation M Gill University USA.

Ma Donald D. Avis D. & Evans A. C. 1994 Multiple surfa e identi¢ ation and mat hing in magneti resonan e imaging. Proc. SPIE Vis. Biomed. Comp. 2359 160^169.

Ma Donald D. Kabani N. Avis D. & Evans A. C. 2000 Automated 3D extra tion of inner and outer surfa es of erebral ortex from MRI. Ne roImage 12 340^356.

10.1038/jcbfm.1984.72

10.1038/jcbfm.1985.10

Mazziotta J. C. Toga A. W. Evans A. C. Fox P. & Lan aster J. 1995 A probabilisti atlas of the human brain: theory and rationale for its development. Ne roImage 2 89^ 101.

Mazziotta J. C. Toga A. W. Evans A. Fox P. & Lan aster J. 1995a Digital brain atlases. Trends Ne rosci. 18 210^211.

Mega M. S. Chen S. Thompson P. M. Woods R. P. Kara a T. J. Tiwari A. Vinters H. Small G. W. & Toga A. W. 1997 Mapping pathology to metabolism: oregistration of stained whole brain se tions to PET in Alzheimer's disease. Ne roImage 5 147^153.

Mega M. S. Thompson P. M. Cummings J. L. Ba k C. L. Xu M. L. Zohoori S. Goldkom A. Moussai J. Fairbanks L. Small G. W. & Toga A. W. 1998 Sul al variability in the Alzheimer's brain: orrelations with ognition. Ne rology 50 145^151.

Mega M. S. Chu T. Mazziotta J. C. Trivedi K. H. Thompson P. M. Shah A. Cole G. Frauts hy S. A. & Toga A. W. 1999 Mapping bio hemistry to metabolism: FDG-PET and amyloid burden in Alzheimer's disease. Ne roReport 10 2911^2917.

Mega M. S. Lee L. Dinov I. D. Mishkin F. Toga A. W. Cummings J. L. 2000 Cerebral orrelates of psy hoti symptoms in Alzheimer's disease. J. Ne rol. Ne ros rg. Psychiatry 69 167^171.

Merker B. 1983 Silver staining of ell bodies by means of physi al development. J. Ne rosci. 9 235^241.

Miller M. I. Christensen G. E. Amit Y. & Grenander U. 1993 Mathemati al textbook of deformable neuroanatomies. Proc. Natl Acad. Sci. USA 90 11944^11948.

Naito E. Ehrsson H. H. Geyer S. Zilles K. & Roland P. E. 1999 Illusory arm movements a tivate orti al motor areas: a positron emission tomography study. J. Ne rosci. 19 6134^ 6144.

Naito E. Kinomura S. Geyer S. Kawashima R. Roland P. E. & Zilles K. 2000 Fast rea tion to di¡erent sensory modalities a tivates ommon ¢elds in the motor areas but the anterior ingulate ortex is involved in the speed of rea tion. J. Ne rophysiol. 83 1701^1709.

10.1093/cercor/10.1.40

Neelin P. D. Ma Donald D. Collins D. L. & Evans A. C. 1998 The MINC ¢le format: from bytes to brains. Ne roImage 7 S786.

Ono M. Kubik S. & Abemathy C. 1990 Atlas of the cerebral s Ici. New York: Thieme Medi al Publishers. Stuttgart Germany.

Paus T. Otaky N. Caramanos Z. Ma Donald D. Zijdenbos A. D'Avirro D. Gutmans D. Holmes C. J. Tomaiuolo F. & Evans A. C. 1996a In vivo morphometry of the intrasul al gray matter in the human ingulate para ingulate and superiorrostral sul i: hemispheri asymmetries gender di¡eren es and probability maps. J. Comp. Ne rol. 376 664^673.

Paus T. Tomaiuolo F. Otaky N. Ma Donald D. Petrides M. Atlas J. Morris R. & Evans A. C. 1996b Human ingulate and para ingulate sul i: Pattern variability asymmetry and probabilisti map. Cerebral Cortex 6 207^214.

Paxinos G. & Watson C. 1986 The rat brain in stereotaxic coordinates. Sydney: A ademi Press.

Payne B. A., 1990, Surfa e mapping brain fun - tion on 3D models, IEEE Comp. Graph., 10, 41

Penhune V. B. Zatorre R. J. Ma Donald J. D. & Evans A. C. 1996 Interhemispheri anatomi al di¡eren es in human primary auditory ortex: Probabilisti mapping and volume measurement from MR s ans. Cerebral Cortex 6 617^672.

Pennisi E. 1999 Keeping genome databases lean and up to date. Science 286 447^450.

Pitiot A., 2001, Spatially and temporally adaptive elasti template mat hing, IEEE Trans. Med. Imaging. (Submitted.)

Polyak S. L. 1957 The vertebrate vis al system. University of Chi ago Press.

Rabbitt R. D. Weiss J. A. Christensen G. E. & Miller M. I. 1995 Mapping of hyperelasti deformable templates using the ¢nite element method. Proc. SPIE 2573 252^265.

Radema her J. Galaburda A. Kennedy D. Filipek P. & Caviness V. 1992 Human erebral ortex: lo alization par ellation and morphometry with magneti resonan e imaging. J. Cogn. Ne rosci. 4 352^374.

Radema her J. Caviness V. S. Steinmetz H. Galaburda A. M. 1993 Topographi al variation of the human primary orti es: impli ations for neuroimaging brain mapping and neurobiology. Cerebr. Cortex 3 313^329.

Rizzo G. Gilardi M. C. Prinster A. Grassi F. S otti G. Cerutti S. & Fazio F. 1995 An elasti omputerized brain atlas for the analysis of lini al PET/SPET data. E r. J. N cl. Med. 22 1313^1318.

Roland P. E. & Zilles K. 1994 Brain atlases: a new resear h tool. Trends Ne rosci. 17 458^467.

Roland P. E. & Zilles K. 1996 The developing European omputerized human brain database for all imaging modalities. Ne roImage 4 39^47.

Roland P. E., 1998, Stru tural divisions and fun - tional ¢elds in the human erebral ortex, Brain Res. Rev., 26, 105

Sandor S. & Leahy R. 1994 Mat hing deformable atlas models to pre-pro essed magneti resonan e brain images. Proc. IEEE Image Process. 3 686^690.

Sandor S. R., 1995, Towards automated labeling of the erebral ortex using a deformable atlas. In Proc 14th, Int. Conf. Inform. Process Me. Imaging (ed. Y. Bizais, C. Barillot & R. Di Paola), 138

10.1109/42.552054

S heibel A. B. Paul L. A. Fried I. Forsythe A. B. Tomiyasu U. We hsler A. Kao A. & Slotni k J. 1985 Dendriti organization of the anterior spee h area. Exp. Ne rol 87 109^117.

S hlei her A. Amunts K. Geyer S. Morosan P. & Zilles K. 1999 Observer-independent method for mi rostru tural par ellation of erebral ortex: a quantitative approa h to ytoar hite toni s. Ne roImage 9 165^177.

S hmidt D. M. George J. S. & Wood C. C. 1999 Bayesian inferen e applied to the ele tromagneti inverse problem. H m. Brain Mapp. 7 195^212.

Zilles K., 1997, Limitations of the prin ipal axes theory, IEEE Trans. Med. Imaging, 16

S hormann T. & Zilles K. 1998 Three-dimensional linear and nonlinear transformations: an integration of light mi ros opi al and MRI data. H m. Brain Mapp. 6 339^347.

Dabringhaus A., 1995, Statisti s of deformations in histology and improved alignment with MRI, IEEE Trans. Med. Imaging, 14, 35

S hormann T. Henn S. & Zilles K. 1996 A new approa h to fast elasti alignment with appli ation to human brains. Proc. Vis. Biomed. Comp. 4 337^342.

S hormann T. Dabringhaus A. & Zilles K. 1997 Extension of the prin ipal axis theory for the determination of a¤ne transformations. In Informatik akt ell. 384^391. Springer.

10.1038/jcbfm.1990.87

10.1016/0093-934X(89)90100-4

Sled J. Zijdenbos A. & Evans A. 1997 A omparison of retrospe tive intensity non-uniformity orre tion methods for MRI. In Proc. 15th Int. Conf. on Information Processing and Medical Imaging (IPMI'97) J ne 1997 Po Itney VT pp. 459^464. Berlin: Springer-Verlag.

10.1109/42.668698

Sowell E. R. Mattson S. N. Thompson P. M. Jernigan T. L. Riley E. P. & Toga A. W. 2001 Mapping allosal morphology and ognitive orrelates: e¡e ts of heavy prenatal al ohol exposure. Ne rology 57. (In the press.)

Spitzer V. M., 1992, High resolution imaging of the human body, J. Biol. Photogr., 60

Steinmetz H. Volkman J. Jan ke L. & Freund H.1991Anatomi al left^right asymmetry of language-related temporal ortex is di¡erent in left and right handers. Annls Ne rol. 29 315^319.

10.1097/00004728-199411000-00021

Swanson L. W. 1992 Comp ter graphics ¢le. Version 1.0. Amsterdam: Elsevier-S ien e.

Talaira h J. & Toumoux P. 1988 Prin ipe et te hnique des e tudes anatomiques. In Co-planar stereotaxic atlas of the h man brainö3-dimensional proportional system: an approach to cerebral imaging. New York: Thieme Medi al Publishers.

Thirion J.-P. 1995 Fast non-rigid mat hing of medi al images. Rapport de Re her he no. 2547. Institut National de Re her he en Informatique et en Autonomique Le Chesney Fran e.

10.1109/42.511745

Thompson P. M. & Toga A. W. 1997 Dete tion visualization and animation of abnormal anatomi stru ture with a deformable probabilisti brain atlas based on random ve tor ¢eld transformations. Med. Image Anal. 1 271^294.

Thompson P. M. & Toga A. W. 1998 Anatomi ally driven strategies for high-dimensional brain image warping and pathology dete tion. In Brain warping (ed. A. W. Toga) pp. 311^336. San Diego CA: A ademi Press.

Thompson P. M. & Toga A.W. 2000 Warping strategies for intersubje t registration. In Handbook of medical image processing (ed. Isaa Bankman) pp. 569^601. San Diego CA: A ademi Press.

Thompson P. M., 1995, 3D statisti al analysis of sul al variability in the human brain using high-resolution ryose - tion images, Proc. Soc. Ne rosci., 21, 154

Thompson P. M. S hwartz C. & Toga A. W. 1996a High-resolution random mesh algorithms for reating a probabilisti 3D surfa e atlas of the human brain. Ne roImage 3 19^34.

Thompson P. S hwartz C. Lin R. T. Khan A. A. Toga A. W. 1996b 3D statisti al analysis of sul al variability in the human brain. J. Ne rosci. 16 4261^4274.

10.1097/00004728-199707000-00008

Thompson P. M. Moussai J. Khan A. A. Zohoori S. Goldkom A. Mega M. S. Small G. W. Cummings J. L. & Toga A. W. 1998 Corti al variability and asymmetry in normal aging and Alzheimer's disease. Cerebral Cortex 8 492^ 509.

Thompson P. M. Giedd J. N. Woods R. P. Ma Donald D. Evans A. C. & Toga A. W. 2000a Growth patterns in the developing brain dete ted by using ontinuum me hani al tensor maps. Nat re 404 190^193.

Thompson P. M. Mega M. S. & Toga A. W. 2000b Diseasespe i¢ brain atlases. In Brain mapping: the disorders (ed. A. W. Toga J. C. Mazziotta & R. S. J. Fra kowiak) pp. 131^177. San Diego CA: A ademi Press.

10.1002/(SICI)1097-0193(200002)9:2<81::AID-HBM3>3.0.CO;2-8

Thurfjell L. Bohm C. Greitz T. & Eriksson L. 1993 Transformations and algorithms in a omputerized brain atlas. IEEE Trans. N cl. Sci. 40 1167^1191.

Toga A. W., 1996, Informati s and Computational Neuroanatomy, J. Am. Med. Informatics Assn, 6

Toga A. W. Goldkom A. Amba h K. Chao K. Quinn B. C. & Yao P. 1997 Postmortem ryose tioning as an anatomi referen e for human brain mapping. Comp. Med. Image Graphics 21 131^141.

Toga A. W., 1987, Digital image re onstru tion for the study of brain stru ture and fun tion. J. Ne rosci, Meth., 20, 21

Ungerleider L. G. & Desimone R. 1986 Corti al onne tions of visual area MT in the ma aque. J. Comp. Ne rol. 248 190^ 222.

Van Essen D. C. & Drury H. A. 1997 Stru tural and fun tional analyses of human erebral ortex using a surfa e-based atlas. J. Ne rosci. 17 7079^7102.

Van Essen D. C. & Drury H. A. Joshi S. & Miller M. I. 1998 Fun tional and stru tural mapping of human erebral ortex: solutions are in the surfa es. Proc Natl Acad. Sci. USA 95 788^ 95.

10.1023/A:1007958904918

Wang J. Z. Wiederhold G. & Firs hein O. 1997 System for s reening obje tionable images using Daube hies' wavelets and olor histograms intera tive distributed multimedia systems and tele ommuni ation servi es. Proc. 4th E ro Workshop (IDMS'97) (ed. R. Steinmetz & L. C. Wolf ). Darmstadt Germany: Springer-Verlag.

10.1093/cercor/3.2.79

Wells W. M., 1997, Multi-modal volume registration by maximization of mutual information, Med. Image Anal., 1, 51

Wertheim S. L. 1989 The brain database: a multimedia neuros ien e database for resear h and tea hing. In Proc. 13th Ann. Symp. Comp. Appl. Med. Care (ed. L. C. Kingsland III). Los Alamitos CA: IEEE Computer So iety Press.

Woods R. P. Grafton S. T. Holmes C. J. Cherry S. R. & Mazziotta J. C. 1998 Automated image registration. I. General methods and intrasubje t intramodality validation. J. Comp t. Assist.Tomogr. 22 139^152.

10.1097/00004728-199207000-00024

10.1097/00004728-199307000-00004

Zeki S. Watson J. D. G. Lue k C. J. Friston K. J. Kennard C. & Fra kowiak R. S. J.1991A dire t demonstration of fun tional spe ialization in human visual ortex. J. Ne rosci. 11 641^649.

Zhou Y., 1999, E¤ ient skeletonization of volumetri obje ts, IEEE Trans.Vis. Comp ter Graphics, 5

Zhou Y. Kaufman A. & Toga A. W. 1998 Three-dimensional skeleton and enterline generation based on an approximate minimum distan e ¢eld. Vis al Comp ter 14 303^314.

Zihl J. von Cramon D. Mai D. & S hmid C. 1991 Disturban e of movement vision after bilateral posterior brain damage. Further eviden e and follow up observations. Brain 114 2235^2252.

Zijdenbos A. P., 1994, Brain segmentation and white matter lesion dete tion in MR images, Crit. Rev. Biomed. Engng, 22

Zijdenbos A. P. Evans A. C. Riahi F. Sled J. G. Chui H.-C. Kollokian V. 1996 Automati quanti¢ ation of multiple s lerosis lesion volume using stereotaxi spa e. In Proc. 4th Int. Conf. Vis alization Biomed. Comp t. VBC'96 pp. 439^448. Hamburg.

Zilles K., 1995, Mapping of human and ma aque sensorimotor areas by integrating ar hite toni , transmitter re eptor, MRI and PET data, J. Anat., 187

Zilles K. (and 11 others) 1997 Quantitative analysis of sul i in the human erebral ortex: development regional heterogeneity gender di¡eren e asymmetry intersubje t variability and orti al ar hite ture. H m. Brain Mapp. 5 218^221.