Comparison of traditional brain segmentation tools with 3D self-organizing maps

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1230, Issue , 1997, Pages 393-398

  Dean, David ^a   Subramanyan, Krishnamurthy ^b   Kamath, Janardhan ^b   Bookstein, Fred ^c   Wilson, David ^b   Kwon, David ^a   Buckley, Peter ^a  

^a CASE WESTERN RESERVE UNIVERSITY   (United States)

^b Case Western Reserve University   (United States)

^c UNIVERSITY OF MICHIGAN HEALTH SYSTEM   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; MEDICAL IMAGING;

BRAIN SEGMENTATION; CEREBRAL VENTRICLES; COMPARATIVE STUDIES; MANUAL METHODS; MANUAL SEGMENTATION; OPERATOR DECISIONS; REGION GROWING; REPRODUCIBILITIES;

SELF ORGANIZING MAPS;

EID: 21744439205     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-63046-5_32     Document Type: Conference Paper

References (4)

1. Chalarm, V., Kim, Y.: A methodology of Image Segmentation Algorithms on Medical Images. In (M.H. Loew and K.M. Hanson, eds.) SPIE MI'96 2710-20 (1996) 178-189.
2. Dean, D., Buckley, P., Bookstein, F., Kamath, J., Kwort, D., Friedman, L., and Lys, C.: Three Dimensional MR-based Morphometric Comparison of Schizophrenic and Normal Cerebral Ventricles. In (K.-H. Höhne and R. Kikinis, eds.) Visualization in Biomedical Computing '96. Lecture Notes in Computer Science 1131 (1996) 363-372.
3. Joliot, M., Mazoyer, B.M.: Three-dimensional segmentation and interpolation of magnetic resonance brain images. IEEE Trans. Med. Imaging 12 (1993) 269-277.
4. Kohonen, T.: Physiological interpretation of the self-organ/zing map. Neural Networks 6 (1993) 895-905