Automated sulcal segmentation using watersheds on the cortical surface.

作者: Maryam E. Rettmann , Xiao Han , Chenyang Xu , Jerry L. Prince

DOI: 10.1006/NIMG.2001.0975

关键词:

摘要: The human cortical surface is a highly complex, folded structure. Sulci, the spaces between folds, define location on cortex and provide parcellation into anatomically distinct areas. A topic that has recently received increased attention segmentation of these sulci from magnetic resonance images, with most work focusing extracting either sulcal folds or curve representations sulci. Unlike methods, we propose technique extracts actual regions surround sulci, which call "sulcal regions." method based watershed algorithm applied to geodesic depth measure surface. well-known problem tendency toward oversegmentation, meaning single region segmented as several pieces. To address this problem, postprocessing merges appropriate segments algorithm. are then manually labeled by simply selecting mouse click preliminary study reported. Finally, scheme presented for computing complete

参考文章(49)
Chad D. Abernathey, 道夫 小野, Stefan Kubik, Atlas of the cerebral sulci G. Thieme Verlag , Thieme Medical Publishers. ,(1990)
X. Zeng, L. H. Staib, R. T. Schultz, H. Tagare, L. Win, J. S. Duncan, A New Approach to 3D Sulcal Ribbon Finding from MR Images medical image computing and computer assisted intervention. pp. 148- 157 ,(1999) , 10.1007/10704282_16
F. Kruggel, D. Yves von Cramon, Measuring the cortical thickness [MRI segmentation procedure] Proceedings IEEE Workshop on Mathematical Methods in Biomedical Image Analysis. MMBIA-2000 (Cat. No.PR00737). pp. 154- 161 ,(2000) , 10.1109/MMBIA.2000.852372
Maryam E. Rettmann, Chenyang Xu, Dzung L. Pham, Jerry L. Prince, Automated Segmentation of Sulcal Regions medical image computing and computer assisted intervention. pp. 158- 167 ,(1999) , 10.1007/10704282_17
Xiao Han, Ulisses Braga-Neto, Jerry L. Prince, Chenyang Xu, Graph-Based Topology Correction for Brain Cortex Segmentation information processing in medical imaging. pp. 395- 401 ,(2001) , 10.1007/3-540-45729-1_40
Xiaodong Tao, Xiao Han, Maryam E. Rettmann, Jerry L. Prince, Christos Davatzikos, Statistical Study on Cortical Sulci of Human Brains information processing in medical imaging. pp. 475- 487 ,(2001) , 10.1007/3-540-45729-1_51
JC Shepherdson, Machine Intelligence 15 OUP. ,(1998)
Chenyang Xu, Dzung L. Pham, Jerry L. Prince, Maryam E. Etemad, Daphne N. Yu, Reconstruction of the Central Layer of the Human Cerebral Cortex from MR Images medical image computing and computer assisted intervention. pp. 481- 488 ,(1998) , 10.1007/BFB0056233
Edward G. Lakatta, David Arenberg, Paul T Costa, Richard C. Greulich, Jordan D. Tobin, Nathan W. Shock, Reubin Andres, Normal Human Aging: The Baltimore Longitudinal Study on Aging NIH Publication. ,(1984) , 10.13016/SCLW-ICCQ
G. Lohmann, D. Yves von Cramon, Sulcal basins and sulcal strings as new concepts for describing the human cortical topography Proceedings. Workshop on Biomedical Image Analysis (Cat. No.98EX162). pp. 24- 33 ,(1998) , 10.1109/BIA.1998.692384