Localized component analysis for arthritis detection in the trapeziometacarpal joint

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

Volumn 6892 LNCS, Issue PART 2, 2011, Pages 360-367

  Van De Giessen, Martijn ^a,b,d   De Raedt, Sepp ^a   Stilling, Maiken ^c   Hansen, Torben B ^c   Maas, Mario ^d   Streekstra, Geert J ^d   Van Vliet, Lucas J ^a   Vos, Frans M ^a,d  

^a DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^c HOLSTEBRO HOSPITAL   (Denmark)

^d ACADEMIC MEDICAL CENTER   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

COMPONENT ANALYSIS; LOCAL SHAPE; LOCALIZED MODES; MODEL REGION; POINT COORDINATES; SAMPLED SURFACES; SHAPE VARIATIONS; STATISTICAL SHAPE MODEL;

MEDICAL COMPUTING; MEDICAL IMAGING; PRINCIPAL COMPONENT ANALYSIS;

COMPUTER AIDED ANALYSIS;

ADULT; AGED; ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; CARPOMETACARPAL JOINT; COMPUTER ASSISTED TOMOGRAPHY; FACTUAL DATABASE; FEMALE; HISTOLOGY; HUMAN; MALE; METHODOLOGY; MIDDLE AGED; OSTEOARTHRITIS; PATHOLOGY; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL MODEL; SURFACE PROPERTY; WRIST;

ADULT; AGED; ALGORITHMS; CARPOMETACARPAL JOINTS; DATABASES, FACTUAL; FEMALE; HUMANS; MALE; MIDDLE AGED; MODELS, STATISTICAL; OSTEOARTHRITIS; PATTERN RECOGNITION, AUTOMATED; PRINCIPAL COMPONENT ANALYSIS; SURFACE PROPERTIES; TOMOGRAPHY, X-RAY COMPUTED; WRIST;

EID: 82255164879     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-23629-7_44     Document Type: Conference Paper

References (10)

1. Alcantara, D.A., Carmichael, O., Harcourt-Smith, W., Sterner, K., Frost, S.R., Dutton, R., Thompson, P., Delson, E., Amenta, N.: Exploration of shape variation using localized components analysis. IEEE T. Pattern Anal. 31(8), 1510-1516 (2009)
2. Chennubhotla, C., Jepson, A.: Sparse PCA - Extracting multi-scale structure from data. In: ICCV 2001, vol. 1, pp. 641-647 (2001)
3. Cootes, T.F., Taylor, C.J., Cooper, D.J., Graham, J.: Active shape models - their training and application. Comput. Vis. Image Und. 61(1), 38-59 (1995)
4. Eaton, R.G., Glickel, S.Z.: Trapeziometacarpal osteoarthritis. staging as a rationale for treatment. Hand Clin. 3(4), 455-471 (1987)
5. van de Giessen, M., Foumani, M., Streekstra, G.J., Strackee, S.D., Maas, M., van Vliet, L.J., Grimbergen, C.A., Vos, F.M.: Statistical descriptions of scaphoid and lunate bone shapes. J. Biomech. 43(8), 1463-1469 (2010)
6. Kaiser, H.: The VARIMAX criterion for analytic rotation in factor analysis. Psychometrika 23(3), 187-200 (1958)
7. North, E.R., Rutledge, W.M.: The trapezium-thumb metacarpal joint: the relationship of joint shape and degenerative joint disease. Hand 15(2), 201-206 (1983)
8. Shen, D., Herskovits, E.H., Davatzikos, C.: An adaptive-focus statistical shape model for segmentation and shape modeling of 3-D brain structures. IEEE T. Med. Imaging 20(4), 257-270 (2001)
9. Stegmann, M.B., Ersbøll, B.K., Larsen, R.: FAME - a flexible appearance modelling environment. IEEE Trans. Med. Imaging 22(10), 1319-1331 (2003)
10. Suinesiaputra, A., Frangi, A.F., Kaandorp, T.A., Lamb, H.J., Bax, J.J., Reiber, J.H.C., Lelieveldt, B.P.F.: Automated detection of regional wall motion abnormalities based on a statistical model applied to multislice short-axis cardiac MR images. IEEE T. Med. Imaging 28(4), 595-607 (2009)