Automated feature extraction and identification of colon carcinoma

Analytical and Quantitative Cytology and Histology

Volumn 20, Issue 4, 1998, Pages 297-301

  Esgiar, A Nasser ^a   Naguib, Raouf N G ^b   Bennett, Mark K ^a   Murray, Alan ^a  

^a Dept of Elec and Electron Eng ^*

^b Institute for Clean Growth and Future Mobility   (United Kingdom)

Author keywords

Co occurrence matrix; Colonic neoplasms; Geometric analysis; Image processing, computer assisted

Indexed keywords

ALGORITHM; AUTOMATION; CANCER CLASSIFICATION; CANCER DIAGNOSIS; COLON CARCINOMA; CONFERENCE PAPER; DIAGNOSTIC ACCURACY; GEOMETRY; HISTOPATHOLOGY; HUMAN; HUMAN TISSUE; IMAGE ANALYSIS; PRIORITY JOURNAL;

ALGORITHMS; CARCINOMA; COLONIC NEOPLASMS; DIAGNOSIS, COMPUTER-ASSISTED; HUMANS; IMAGE CYTOMETRY; IMAGE PROCESSING, COMPUTER-ASSISTED; PREDICTIVE VALUE OF TESTS; REPRODUCIBILITY OF RESULTS;

EID: 0031880508     PISSN: 08846812     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper

References (12)

1. Anil KJ, Stephen PS, Eric B: Segmentation of muscle cell pictures: A preliminary study. IEEE Trans Pattern Anal Machine Intel 1980;2:232-242
2. Aziz DC, Barathur RB: Quantitation and morphometric analysis of tumours by image analysis. J Anal Biochem 1994;19:120-125
3. Expert Advisory Group on Cancer: A Policy Framework for Commissioning Cancer Services. London, Department of Health, 1995
4. Häder D-P, Donat P: Image Analysis in Biology. Boca Raton, Florida, CRC Press, 1992, pp 10-52
5. Hamilton PW, Allen DC, Watt PCH, Patterson CC, Biggart JD: Classification of normal colorectal mucosa and adenocarcinoma by morphometry. Histopathology 1987;11: 901-911
6. Haralick RM, Shanmugam K, Dinstein I: Texture features for image classification. IEEE Trans Syst Man Cybern 1973;6: 360-370
7. Noesis SA: Segmentation: Visilog 4 Reference Guide. Manchester, Manchester Computing Centre, 1993
8. Ohanian PP, Dubes RC: Performance evaluation for four classes of textural features. Pattern Recogn 1992;25:819-833
9. Rad S, Smith KC, Benchabib B, Tchoukanov I: Application of moment and Fourier descriptors to the accurate estimation of elliptical shape parameters. In Proc of the IEEE International Conference on Acoustics and Signal Processing, 1991, pp 2465-2468
10. Sutherland K, Rutovitz D, Bell JE, Ironside JW: Evaluation of a novel application of image analysis to spongiform change detection. In Proc of the 1st IEEE International Conference on Image Processing, Nov 13-16, 1994, 1994;2:378-381
11. Thompson D, Bartels PH, Bartels HG, Hamilton PW, Sloan JM: Knowledge-guided segmentation of colorectal histopathologic imagery. Analyt Quant Cytol Histol 1993;4: 236-246
12. Wong AJ, Kohn GJ, Schwartz HJ, Rueber BH, Lawson MJ: Colorectal cancer and noncancer patients have similar labelling indices by microscopy and computed image analysis. Hum Pathol 1995;12:1329-1332