Recognition of neoplastic changes in digital images of exfoliated nuclei of urinary bladder – a new approach to classification method

Advances in Intelligent and Soft Computing

Volumn 57, Issue , 2009, Pages 479-487

  Dulewicz, Annamonika ^a   Jóźwik, Adam ^b   Jaszczak, Paweł ^a   Piȩtka, Bogusław D ^a  

^a INSTITUTE OF BIOCYBERNETICS AND BIOMEDICAL ENGINEERING   (Poland)

^b LODZ UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

DISEASES; IMAGE CLASSIFICATION; NEAREST NEIGHBOR SEARCH; TEXT PROCESSING;

CLASSIFICATION METHODS; CLASSIFYING METHOD; COMPUTER-AIDED SYSTEMS; COMPUTER-ASSISTED SYSTEM; K-NEAREST NEIGHBORS; PATTERN RECOGNITION METHOD; TRAINING AND TESTING; URINARY BLADDER CANCER;

CLASSIFICATION (OF INFORMATION);

EID: 84951871124     PISSN: 18675662     EISSN: 18600794     Source Type: Book Series    
DOI: 10.1007/978-3-540-93905-4_57     Document Type: Article

References (6)

1. Boon, M.E., Drijver, J.S.: Routine cytological staining techniques. Theoretical Background and Practice. Macmillan Education Ltd., London (1986)
2. Dulewicz, A., Pḭetka, D., Jaszczak, P., Nechay, A., Sawicki, W., Pykało, R., Koźmińska, E., Borkowski, A.: Computer identification of neoplastic urothelial nuclei from the bladder. Analytical and Quantitative Cytology and Histology 23(5), 321–329 (2001)
3. Pḭetka, D., Dulewicz, A., Jaszczak, P.: Pathology explorer (PATHEX) a computer-aided system for urinary bladder cancer detection. In: XIII Scientific Conference, Biocybernetics and Biomedical Engineering, Gdańsk, CD-ROM Proceedings, Session 92-2 (2003)
4. Jóźwik, A., Vernazza, G.: Recognition of leucocytes by a parallel k-NN classifiers, Warsaw. Lecture Notes of ICB Seminar, pp. 138–153 (1988)
5. Jóźwik, A., Serpico, S., Roli, F.: A parallel network of modified 1-NN and k-NN classifiers -application to remote-sensing image classification. Pattern Recognition Letters 19, 57–62 (1998)
6. Kurzyński, M.: Rozpoznawanie obrazów, Oficyna Wydawnicza Politechniki Wrocławskiej, Wrocław, str.12–45, 58–102, 143–216 (1997)