Global and local multi-valued dissimilarity-based classification: Application to computer-aided detection of tuberculosis

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

Volumn 5762 LNCS, Issue PART 2, 2009, Pages 724-731

  Arzhaeva, Yulia ^a,b   Hogeweg, Laurens ^a   De Jong, Pim A ^a   Viergever, Max A ^a   Van Ginneken, Bram ^a  

^a UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

^b CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

AFFECTED AREA; AREA UNDER THE ROC CURVE; CAD SYSTEM; CHEST RADIOGRAPHS; CLASSIFICATION RESULTS; COMPUTER-AIDED DETECTION; DISSIMILARITY MEASURES; IMAGE FEATURES; LABELED DATA; LARGE DATABASE; SCREENING PROGRAMS;

COMPUTER AIDED DESIGN; RADIOGRAPHY; TERBIUM ALLOYS;

MEDICAL COMPUTING;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; HUMAN; IMAGE QUALITY; LUNG; METHODOLOGY; RADIOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THORAX RADIOGRAPHY; TUBERCULOSIS;

ALGORITHMS; HUMANS; LUNG; PATTERN RECOGNITION, AUTOMATED; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; RADIOGRAPHY, THORACIC; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; TUBERCULOSIS;

EID: 77952253563     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04271-3_88     Document Type: Conference Paper

References (6)

1. World Health Organization: WHO Report 2008: Global Tuberculosis Control, Surveillance, Planning, Financing (2008)
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3. Pekalska, E.: Dissimilarity representations in pattern recognition. PhD thesis, Delft University, the Netherlands (2005)
4. Kittler, J., Hatef, M., Duin, R.P.W., Matas, J.: On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence 20(3), 226-239 (1998)
5. van Ginneken, B., Stegmann, M., Loog, M.: Segmentation of anatomical structures in chest radiographs using supervised methods: a comparative study on a public database. Medical Image Analysis 10(1), 19-40 (2006) (Pubitemid 41754725)
6. Metz, C.: ROC methodology in radiologic imaging. Investigative Radiology 21(9), 720-733 (1986)