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Neuromorphometrics, Inc. 1Dept. of Speech, Language, and Hearing Sciences, Boston Univ., Boston, MA; 2Neuromorphometrics, Inc., Somerville, MA Funded by SBIR grant R43 MH084358 from the National Institute of Mental Health References for Brain Labeling Objective To build a statistically meaningful, MRI-based interactive atlas of the human cerebral sulci that represents an update and large-scale expansion of the atlas by Ono and colleagues (“Ono”; Thieme Medical, Stuttgart, 1990). Probabilistic Atlases Traditional Atlases Digital Atlas The modern atlas has multiple subjects with explicitly defined borders, regions and surfaces, is stereotaxic, searchable, expandable, and allows interaction and manipulation in the native space of individual scan. Surface-Assisted Manual Labeling Examples of Sulcal Variability Common Patterns of Cingulate Sulcus: Common Patterns: “Double Parallel” Single, Continuous Segment Two Segments Three Segments Intersects Superior Rostral Sulcus % Total 48 45 40 13 55 % RH 30 35 40 5 65 %LH 65 55 40 20 45 Manually drawn “parcellation lines” visualized with the white matter surface highlight sulcal locations and configurations. 2D and 3D Visualization NeuroMorphoNaut, open-source software developed by Neuromorphometrics, was used to manually label 20 unique T1 scans from the Open Access Series of Imaging Studies (OASIS) database. The slice-by-slice manually labeled white matter is used to generate a highly accurate white matter surface that assists in the identification of anatomical landmarks. Cortical Labeling Protocol Single cingulate (green), formed by a single continuous segment that intersect the superior rostral sulcus (SROS; blue) Database of Labeled Scans “Double Parallel” with SROS intersection Database of Normative Values Two Segments, No SROS Intersection Position of the Lateral Orbital Sulcus (LOS) relative to the Anterior Horizontal Ramus of the Lateral Sulcus (AHLS): Future Directions aals ahls aocs cas ccs cgs cis cos crs cs fms ftts anterior ascending ramus of the lateral sulcus hs Heschl's sulcus anterior horizontal ramus of the lateral sulcus ifrs inferior frontal sulcus ihs interhemispheric sulcus anterior occipital sulcus callosal sulcus iros inferior rostral sulcus calcarine sulcus itps intraparietal sulcus cingulate sulcus its inferior temporal sulcus central insular sulcus lhos lateral H-shaped orbital sulcus locs lateral occipital sulcus collateral sulcus circular insular sulcus los lateral orbital sulcus central sulcus ls lateral sulcus frontomarginal sulcus mho medial H-shaped orbital sulcus first transverse temporal sulcus olfss olfactory sulcus ots pals phls pis pocs pos prcs sbps sfrs sros sts thos occipitotemporal sulcus posterior ascending ramus of the lateral sulcus posterior horizontal ramus of the lateral sulcus primary intermediate sulcus postcentral sulcus parietooccipital sulcus precentral sulcus subparietal sulcus superior frontal sulcus superior rostral sulcus superior temporal sulcus transverse H-shaped orbital sulcus 49 regions of interest per hemisphere rely on 36 sulci according to the brainCOLOR labeling Protocol (http://www.braincolor.org/). • Label more brains and catalog more sulcal variants • Develop interactive atlas software • Develop automated means for sulcus identification, variant classification • Customized brain classification based on “sulcal signatures” • Optimize labeling protocol Reference LOS (tan) Medial to AHLS (green) in 35% of hemispheres (25% in LH, 45% in RH) LOS Lateral to AHLS in 65% of hemispheres (55% in RH, 75% in LH) M. Ono, S. Kubik and C. Abernathey (1990). Atlas of the cerebral sulci. G. Thieme Verlag, Stuttgart, Germany