Neurodevelopment of the visual system in typically developing children.

A central question in developmental psychology is how a child acquires knowledge about the surrounding world. Is it important for learning to know what an object represents, before a child knows how to deal with it? Or does a child learn because it is improving haptic skills to act upon an object, to follow its actions and predict how it behaves? Behavioral research investigating such questions distinguished the role of dorsal and ventral visual streams in learning to "know how" and "know what" about objects, but these studies did not unequivocally resolve how these functions mature. Recent functional, structural, and microstructural neuroimaging research has shed a novel light on the normal development of the human visual system, particularly during later stages of child development. This chapter reviews these neuroimaging studies and interrogates them on the question of whether dorsal and ventral visual streams mature at different rates. Structural gray matter properties within the ventral visual stream show prolonged development compared to the dorsal stream, whereas white matter connectivity within dorsal visual stream structures matures later. Functionally specialized areas in the ventral visual stream show increased size during development, whereas parietal dorsal stream areas show increasing activity associated with high-order visual perception. Such results emphasize the importance of neuroimaging techniques for research on visual cognitive development. They suggest that high-order visual functions mature late and that dorsal and ventral visual streams follow different neurodevelopmental trajectories.

[1]  G. Bronson The postnatal growth of visual capacity. , 1974, Child development.

[2]  J. Haxby,et al.  fMRI Responses to Video and Point-Light Displays of Moving Humans and Manipulable Objects , 2003, Journal of Cognitive Neuroscience.

[3]  Jagath C. Rajapakse,et al.  Development of the human corpus callosum during childhood and adolescence: A longitudinal MRI study , 1999, Progress in Neuro-Psychopharmacology and Biological Psychiatry.

[4]  Ronald A. Cohen,et al.  Diffusion tensor imaging of the corpus callosum: a cross-sectional study across the lifespan , 2007, International Journal of Developmental Neuroscience.

[5]  G. Henry,et al.  Visual corticogeniculate projections in the cat , 1994, Brain Research.

[6]  Aina Puce,et al.  Configural Processing of Biological Motion in Human Superior Temporal Sulcus , 2005, The Journal of Neuroscience.

[7]  K. Grill-Spector,et al.  Developmental neuroimaging of the human ventral visual cortex , 2008, Trends in Cognitive Sciences.

[8]  Larry A. Kramer,et al.  Diffusion tensor tractography quantification of the human corpus callosum fiber pathways across the lifespan , 2009, Brain Research.

[9]  P. Tofts,et al.  Normal cerebral perfusion measurements using arterial spin labeling: Reproducibility, stability, and age and gender effects , 2004, Magnetic resonance in medicine.

[10]  Susumu Mori,et al.  Fiber tracking: principles and strategies – a technical review , 2002, NMR in biomedicine.

[11]  Y Yonekura,et al.  A rapid brain metabolic change in infants detected by fMRI , 1997, Neuroreport.

[12]  E. Bizzi,et al.  The Cognitive Neurosciences , 1996 .

[13]  M. Goodale,et al.  The visual brain in action , 1995 .

[14]  P. Huttenlocher,et al.  The development of synapses in striate cortex of man. , 1987, Human neurobiology.

[15]  Chandan J. Vaidya,et al.  Functional imaging of developmental and adaptive changes in neurocognition , 2006, NeuroImage.

[16]  Alan C. Evans,et al.  A new anatomical landmark for reliable identification of human area V5/MT: a quantitative analysis of sulcal patterning. , 2000, Cerebral cortex.

[17]  R. Woods,et al.  Sex differences in cortical thickness mapped in 176 healthy individuals between 7 and 87 years of age. , 2007, Cerebral cortex.

[18]  Justin L. Vincent,et al.  Intrinsic functional architecture in the anaesthetized monkey brain , 2007, Nature.

[19]  Guy A. Orban,et al.  Mapping the parietal cortex of human and non-human primates , 2006, Neuropsychologia.

[20]  Maurizio Corbetta,et al.  The human brain is intrinsically organized into dynamic, anticorrelated functional networks. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[21]  Gregory McCarthy,et al.  Taking an “intentional stance” on eye-gaze shifts: A functional neuroimaging study of social perception in children , 2005, NeuroImage.

[22]  Leslie G. Ungerleider Two cortical visual systems , 1982 .

[23]  D. Dennett The Intentional Stance. , 1987 .

[24]  J. Mushin,et al.  VISUAL FUNCTION IN THE NEWBORN INFANT: IS IT CORTICALLY MEDIATED? , 1986, The Lancet.

[25]  JamesW. Lewis Cortical Networks Related to Human Use of Tools , 2006, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.

[26]  Anders M. Dale,et al.  Differentiating maturational and aging-related changes of the cerebral cortex by use of thickness and signal intensity , 2010, NeuroImage.

[27]  Scott P. Johnson,et al.  Development of object concepts in infancy: Evidence for early learning in an eye-tracking paradigm , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[28]  Suzanne E. Welcome,et al.  Mapping cortical change across the human life span , 2003, Nature Neuroscience.

[29]  Suzanne E. Welcome,et al.  Longitudinal Mapping of Cortical Thickness and Brain Growth in Normal Children , 2022 .

[30]  Daniel Brandeis,et al.  Maturation of luminance- and motion-defined form perception beyond adolescence: A combined ERP and fMRI study , 2006, NeuroImage.

[31]  Alex Martin,et al.  Semantic memory and the brain: structure and processes , 2001, Current Opinion in Neurobiology.

[32]  Y. Burnod,et al.  A morphogenetic model for the development of cortical convolutions. , 2005, Cerebral cortex.

[33]  E. Darcy Burgund,et al.  Comparison of functional activation foci in children and adults using a common stereotactic space , 2003, NeuroImage.

[34]  I. Kovács Human development of perceptual organization , 2000, Vision Research.

[35]  I. Kovács,et al.  Late maturation of visual spatial integration in humans. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[36]  Martin A. Giese,et al.  A neural model for biological movement recognition: a neurophysiologically plausible theory , 2004 .

[37]  A. Scheibel,et al.  Fiber composition of the human corpus callosum , 1992, Brain Research.

[38]  T. Loenneker,et al.  Role of dorsal and ventral stream development in biological motion perception , 2008, Neuroreport.

[39]  Jiongjiong Wang,et al.  Pediatric perfusion MR imaging using arterial spin labeling. , 2006, Neuroimaging clinics of North America.

[40]  J. Haxby,et al.  Parallel Visual Motion Processing Streams for Manipulable Objects and Human Movements , 2002, Neuron.

[41]  A. Shmuel,et al.  Sustained Negative BOLD, Blood Flow and Oxygen Consumption Response and Its Coupling to the Positive Response in the Human Brain , 2002, Neuron.

[42]  Juergen Hennig,et al.  Visual Processing in Infants and Children Studied Using Functional MRI , 1999, Pediatric Research.

[43]  Terry Caelli,et al.  Development of configural 3D object recognition , 2004, Behavioural Brain Research.

[44]  M. Goodale,et al.  Separate visual pathways for perception and action , 1992, Trends in Neurosciences.

[45]  Leslie G. Ungerleider,et al.  Functional development of the corticocortical pathway for motion analysis in the macaque monkey: a 14C-2-deoxyglucose study. , 1996, Cerebral cortex.

[46]  B I Bertenthal,et al.  Multiple Developmental Pathways for Motion Processing , 1997, Optometry and vision science : official publication of the American Academy of Optometry.

[47]  Roland G. Henry,et al.  Diffusion tensor imaging: serial quantitation of white matter tract maturity in premature newborns , 2004, NeuroImage.

[48]  J. Atkinson,et al.  Human visual development over the first 6 months of life. A review and a hypothesis. , 1984, Human neurobiology.

[49]  Daniel Ansari,et al.  Age-related Changes in the Activation of the Intraparietal Sulcus during Nonsymbolic Magnitude Processing: An Event-related Functional Magnetic Resonance Imaging Study , 2006, Journal of Cognitive Neuroscience.

[50]  N. Logothetis,et al.  Negative functional MRI response correlates with decreases in neuronal activity in monkey visual area V1 , 2006, Nature Neuroscience.

[51]  Ryuta Ito,et al.  Maturational changes in diffusion anisotropy in the rat corpus callosum: Comparison with quantitative histological evaluation , 2008, Journal of magnetic resonance imaging : JMRI.

[52]  Alan C. Evans,et al.  Maturation of white matter in the human brain: a review of magnetic resonance studies , 2001, Brain Research Bulletin.

[53]  E. Maguire,et al.  Routes to remembering: the brains behind superior memory , 2003, Nature Neuroscience.

[54]  C. Nelson,et al.  Handbook of Developmental Cognitive Neuroscience , 2001 .

[55]  A Villringer,et al.  Coupling of brain activity and cerebral blood flow: basis of functional neuroimaging. , 1995, Cerebrovascular and brain metabolism reviews.

[56]  L. Garey,et al.  Structural development of the lateral geniculate nucleus and visual cortex in monkey and man , 1983, Behavioural Brain Research.

[57]  Mark H. Johnson Cortical Maturation and the Development of Visual Attention in Early Infancy , 1990, Journal of Cognitive Neuroscience.

[58]  P. Sinha,et al.  Functional neuroanatomy of biological motion perception in humans , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[59]  E. Altenmüller,et al.  The musician's brain as a model of neuroplasticity , 2002, Nature Reviews Neuroscience.

[60]  Jodi Tommerdahl A model for bridging the gap between neuroscience and education , 2010 .

[61]  Alex Martin,et al.  Experience-dependent modulation of category-related cortical activity. , 2002, Cerebral cortex.

[62]  Sarah H. Creem,et al.  Defining the cortical visual systems: "what", "where", and "how". , 2001, Acta psychologica.

[63]  H. Forssberg,et al.  Neurobiology of Early Infant Behaviour , 1989 .

[64]  Justin L. Vincent,et al.  Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[65]  K. Grill-Spector,et al.  Differential development of high-level visual cortex correlates with category-specific recognition memory , 2007, Nature Neuroscience.

[66]  E. Bullmore,et al.  Functional frontalisation with age: mapping neurodevelopmental trajectories with fMRI , 2000, Neuroscience & Biobehavioral Reviews.

[67]  V. Calhoun,et al.  Changes in the interaction of resting‐state neural networks from adolescence to adulthood , 2009, Human brain mapping.

[68]  P. Huttenlocher,et al.  Regional differences in synaptogenesis in human cerebral cortex , 1997, The Journal of comparative neurology.

[69]  Scott O. Murray,et al.  Processing Shape, Motion and Three-dimensional Shape-from-motion in the Human Cortex , 2003 .

[70]  G. Orban,et al.  Motion-responsive regions of the human brain , 1999, Experimental Brain Research.

[71]  F. Lazeyras,et al.  Mapping the early cortical folding process in the preterm newborn brain. , 2008, Cerebral cortex.

[72]  P. Hüppi Growth and development of the brain and impact on cognitive outcomes. , 2010, Nestle Nutrition workshop series. Paediatric programme.

[73]  Norihiro Sadato,et al.  Difference in the metabolic response to photic stimulation of the lateral geniculate nucleus and the primary visual cortex of infants: a fMRI study , 2000, Neuroscience Research.

[74]  R. Mansfield,et al.  Analysis of visual behavior , 1982 .

[75]  Giorgio M. Innocenti,et al.  Cellular aspects of callosal connections and their development , 1995, Neuropsychologia.

[76]  J. Shimony,et al.  Normal brain maturation during childhood: developmental trends characterized with diffusion-tensor MR imaging. , 2001, Radiology.

[77]  Michael W. Spratling,et al.  Gamma oscillations and object processing in the infant brain. , 2000, Science.

[78]  Steven J Luck,et al.  Rapid Development of Feature Binding in Visual Short-Term Memory , 2006, Psychological science.

[79]  Nikos K Logothetis,et al.  Interpreting the BOLD signal. , 2004, Annual review of physiology.

[80]  A. Dale,et al.  Functional Analysis of V3A and Related Areas in Human Visual Cortex , 1997, The Journal of Neuroscience.

[81]  M. Zilbovicius,et al.  Changes in regional cerebral blood flow during brain maturation in children and adolescents. , 1992, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[82]  Janette Atkinson,et al.  The Developing Visual Brain , 2000 .

[83]  D. V. van Essen,et al.  Structural and Functional Analyses of Human Cerebral Cortex Using a Surface-Based Atlas , 1997, The Journal of Neuroscience.

[84]  M. Tosetti,et al.  Age dependence of cerebral perfusion assessed by magnetic resonance continuous arterial spin labeling , 2007, Journal of magnetic resonance imaging : JMRI.

[85]  N. Kanwisher,et al.  How Distributed Is Visual Category Information in Human Occipito-Temporal Cortex? An fMRI Study , 2002, Neuron.

[86]  R. Gur,et al.  Age-related volumetric changes of brain gray and white matter in healthy infants and children. , 2001, Cerebral cortex.

[87]  Egill Rostrup,et al.  Visual Activation in Infants and Young Children Studied by Functional Magnetic Resonance Imaging , 1998, Pediatric Research.

[88]  J. Mazziotta,et al.  Positron emission tomography study of human brain functional development , 1987, Annals of neurology.

[89]  Aina Puce,et al.  Electrophysiology and brain imaging of biological motion. , 2003, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[90]  M. Phelps,et al.  Maturational changes in cerebral function in infants determined by 18FDG positron emission tomography. , 1986, Science.

[91]  Janette Atkinson,et al.  DEVELOPMENT OF VISUAL CORTICAL SELECTIVITY - BINOCULARITY, ORIENTATION AND DIRECTION OF MOTION , 1989 .

[92]  R. Malach,et al.  Intersubject Synchronization of Cortical Activity During Natural Vision , 2004, Science.

[93]  M. Pettet,et al.  Spatio-temporal tuning of coherent motion evoked responses in 4–6 month old infants and adults , 2009, Vision Research.

[94]  Philippe Pinel,et al.  Cortical representations of symbols, objects, and faces are pruned back during early childhood. , 2011, Cerebral cortex.

[95]  J. Kucharczyk,et al.  Visualization of nonstructural changes in early white matter development on diffusion-weighted MR images: evidence supporting premyelination anisotropy. , 2001, AJNR. American journal of neuroradiology.

[96]  E. J. Carter,et al.  Functional Imaging of Numerical Processing in Adults and 4-y-Old Children , 2006, PLoS biology.

[97]  Alan C. Evans,et al.  Brain development during childhood and adolescence: a longitudinal MRI study , 1999, Nature Neuroscience.

[98]  K. Grill-Spector,et al.  The human visual cortex. , 2004, Annual review of neuroscience.

[99]  DH Hubel,et al.  Segregation of form, color, and stereopsis in primate area 18 , 1987, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[100]  Janette Atkinson,et al.  Visual and visuocognitive development in children born very prematurely. , 2007, Progress in brain research.

[101]  R. Meuli,et al.  Brain perfusion in children: evolution with age assessed by quantitative perfusion computed tomography. , 2004, Pediatrics.

[102]  V. Haughton,et al.  Mapping functionally related regions of brain with functional connectivity MR imaging. , 2000, AJNR. American journal of neuroradiology.

[103]  Patrice D. Tremoulet,et al.  Indexing and the object concept: developing `what' and `where' systems , 1998, Trends in Cognitive Sciences.

[104]  J. Dubois,et al.  Diffusion tensor imaging of brain development. , 2006, Seminars in fetal & neonatal medicine.

[105]  A. Dale,et al.  Clinical findings and white matter abnormalities seen on diffusion tensor imaging in adolescents with very low birth weight. , 2007, Brain : a journal of neurology.

[106]  K. Grill-Spector The neural basis of object perception , 2003, Current Opinion in Neurobiology.

[107]  J E Joseph,et al.  Developmental shifts in cortical loci for face and object recognition , 2004, Neuroreport.

[108]  J. Atkinson,et al.  Neurobiological models of normal and abnormal visual development , 2005 .

[109]  J. Atkinson Early visual development: Differential functioning of parvocellular and magnocellular pathways , 1992, Eye.

[110]  J. Atkinson,et al.  Normal and anomalous development of visual motion processing: motion coherence and ‘dorsal-stream vulnerability’ , 2003, Neuropsychologia.

[111]  S. Petersen,et al.  The maturing architecture of the brain's default network , 2008, Proceedings of the National Academy of Sciences.

[112]  Alex Martin,et al.  Cortical Regions Associated with Perceiving, Naming, and Knowing about Colors , 1999, Journal of Cognitive Neuroscience.

[113]  A. Grinvald,et al.  Interactions Between Electrical Activity and Cortical Microcirculation Revealed by Imaging Spectroscopy: Implications for Functional Brain Mapping , 1996, Science.

[114]  P. Ellen Grant,et al.  Developmental neural networks in children performing a Categorical N-Back Task , 2006, NeuroImage.

[115]  Ravi S. Menon,et al.  Functional brain mapping by blood oxygenation level-dependent contrast magnetic resonance imaging. A comparison of signal characteristics with a biophysical model. , 1993, Biophysical journal.

[116]  J K Smith,et al.  Functional Connectivity MR Imaging Reveals Cortical Functional Connectivity in the Developing Brain , 2008, American Journal of Neuroradiology.

[117]  Leslie G. Ungerleider,et al.  Dissociation of object and spatial visual processing pathways in human extrastriate cortex. , 1991, Proceedings of the National Academy of Sciences of the United States of America.

[118]  K. Kunz,et al.  Dissociating Striatal and Hippocampal Function Developmentally with a Stimulus–Response Compatibility Task , 2002, The Journal of Neuroscience.

[119]  Mark H. Johnson,et al.  Processes of change in brain and cognitive development , 2005, Trends in Cognitive Sciences.

[120]  Patrik Vuilleumier,et al.  Differential development of selectivity for faces and bodies in the fusiform gyrus. , 2009, Developmental science.

[121]  R. Turner,et al.  Form and motion coherence activate independent, but not dorsal/ventral segregated, networks in the human brain , 2000, Current Biology.

[122]  Steven P. Miller,et al.  Quantitative Fiber Tracking Analysis of the Optic Radiation Correlated with Visual Performance in Premature Newborns , 2008, American Journal of Neuroradiology.

[123]  Lucie Hertz-Pannier,et al.  Assessment of the early organization and maturation of infants' cerebral white matter fiber bundles: A feasibility study using quantitative diffusion tensor imaging and tractography , 2006, NeuroImage.

[124]  F Barkhof,et al.  Normal gyration and sulcation in preterm and term neonates: appearance on MR images. , 1996, Radiology.

[125]  Leslie G. Ungerleider Functional Brain Imaging Studies of Cortical Mechanisms for Memory , 1995, Science.

[126]  Egill Rostrup,et al.  Change of visually induced cortical activation patterns during development , 1996, The Lancet.

[127]  F. Lazeyras,et al.  Primary cortical folding in the human newborn: an early marker of later functional development. , 2008, Brain : a journal of neurology.

[128]  J. Stein,et al.  To see but not to read; the magnocellular theory of dyslexia , 1997, Trends in Neurosciences.

[129]  A. Schleicher,et al.  High‐resolution MRI reflects myeloarchitecture and cytoarchitecture of human cerebral cortex , 2005, Human brain mapping.

[130]  V. Menon,et al.  White matter development during childhood and adolescence: a cross-sectional diffusion tensor imaging study. , 2005, Cerebral cortex.

[131]  Lucie Hertz-Pannier,et al.  Microstructural Correlates of Infant Functional Development: Example of the Visual Pathways , 2008, The Journal of Neuroscience.

[132]  Ernst Martin,et al.  Microstructural development: Organizational differences of the fiber architecture between children and adults in dorsal and ventral visual streams , 2011, Human brain mapping.

[133]  D. V. van Essen,et al.  A tension-based theory of morphogenesis and compact wiring in the central nervous system. , 1997, Nature.

[134]  K. Pelphrey,et al.  School-aged children exhibit domain-specific responses to biological motion , 2006, Social neuroscience.

[135]  T. Nakada,et al.  Absolute eigenvalue diffusion tensor analysis for human brain maturation , 2003, NMR in biomedicine.

[136]  Martin Jüttner,et al.  A developmental dissociation of view-dependent and view-invariant object recognition in adolescence , 2006, Behavioural Brain Research.

[137]  P. Basser,et al.  In vivo fiber tractography using DT‐MRI data , 2000, Magnetic resonance in medicine.

[138]  S. Dehaene,et al.  THREE PARIETAL CIRCUITS FOR NUMBER PROCESSING , 2003, Cognitive neuropsychology.

[139]  Eric Achten,et al.  Tool responsive regions in the posterior parietal cortex: Effect of differences in motor goal and target object during imagined transitive movements , 2009, NeuroImage.

[140]  B. J. Casey,et al.  Imaging the developing brain: what have we learned about cognitive development? , 2005, Trends in Cognitive Sciences.

[141]  M. Tarr,et al.  The Fusiform Face Area is Part of a Network that Processes Faces at the Individual Level , 2000, Journal of Cognitive Neuroscience.

[142]  P. Rakić,et al.  Changes of synaptic density in the primary visual cortex of the macaque monkey from fetal to adult stage , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[143]  Leslie G. Ungerleider,et al.  ‘What’ and ‘where’ in the human brain , 1994, Current Opinion in Neurobiology.

[144]  A. Uluğ,et al.  Monitoring brain development with quantitative diffusion tensor imaging , 2002 .

[145]  Hirohiko Kimura,et al.  Age-Dependent Change in Metabolic Response to Photic Stimulation of the Primary Visual Cortex in Infants: Functional Magnetic Resonance Imaging Study , 2002, Journal of computer assisted tomography.

[146]  Mark H. Johnson,et al.  The cognitive neuroscience of development , 2003 .

[147]  J. Haxby,et al.  Attribute-based neural substrates in temporal cortex for perceiving and knowing about objects , 1999, Nature Neuroscience.

[148]  Marcello G P Rosa,et al.  Hierarchical development of the primate visual cortex, as revealed by neurofilament immunoreactivity: early maturation of the middle temporal area (MT). , 2006, Cerebral cortex.

[149]  P. Huttenlocher Morphometric study of human cerebral cortex development , 1990, Neuropsychologia.

[150]  M. Fox,et al.  Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging , 2007, Nature Reviews Neuroscience.

[151]  H-J Heinze,et al.  Unmasking Motion-Processing Activity in Human Brain Area V5/MT+ Mediated by Pathways That Bypass Primary Visual Cortex , 2002, NeuroImage.

[152]  Mark H. Johnson Functional brain development in humans , 2001, Nature Reviews Neuroscience.

[153]  Thomas F. Nugent,et al.  Dynamic mapping of human cortical development during childhood through early adulthood. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[154]  Alan C. Evans,et al.  Structural maturation of neural pathways in children and adolescents: in vivo study. , 1999, Science.

[155]  S. Bunge,et al.  Neurodevelopmental changes in working memory and cognitive control , 2007, Current Opinion in Neurobiology.

[156]  A. Toga,et al.  Mapping Continued Brain Growth and Gray Matter Density Reduction in Dorsal Frontal Cortex: Inverse Relationships during Postadolescent Brain Maturation , 2001, The Journal of Neuroscience.

[157]  Susan K Lemieux,et al.  Retinotopic organization in children measured with fMRI. , 2004, Journal of vision.

[158]  Alexander Leemans,et al.  Microstructural maturation of the human brain from childhood to adulthood , 2008, NeuroImage.

[159]  Janette Atkinson,et al.  Dorsal and ventral stream sensitivity in normal development and hemiplegia , 2002, Neuroreport.

[160]  Ernst Martin,et al.  Dorsal stream development in motion and structure-from-motion perception , 2008, NeuroImage.

[161]  H. Loos,et al.  Synaptogenesis in human visual cortex — evidence for synapse elimination during normal development , 1982, Neuroscience Letters.

[162]  Alan C. Evans,et al.  Growth patterns in the developing brain detected by using continuum mechanical tensor maps , 2000, Nature.

[163]  Talma Hendler,et al.  Normal white matter development from infancy to adulthood: Comparing diffusion tensor and high b value diffusion weighted MR images , 2005, Journal of magnetic resonance imaging : JMRI.

[164]  Isabel Gauthier,et al.  The development of face expertise , 2001, Current Opinion in Neurobiology.