Bispectral fluorescence imaging combined with texture analysis and linear discrimination for correlation with histopathologic extent of basal cell carcinoma

Journal of Biomedical Optics

Volumn 10, Issue 3, 2005, Pages

  Ericson, Marica B ^a   Uhre, Jesper ^a   Strandeberg, Charlotta ^a   Stenquist, Bo ^b   Larkö, Olle ^b   Wennberg, Ann Marie ^b   Rosén, Arne ^a  

^a CHALMERS UNIVERSITY OF TECHNOLOGY   (Sweden)

^b SAHLGRENSKA UNIVERSITY HOSPITAL   (Sweden)

Author keywords

Aminolaevulinic acid; Autofluorescence; Basal cell carcinoma; Bispectral fluorescence imaging; Fisher linear discriminant; Texture analysis

Indexed keywords

ADULT; AGED; ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; BASAL CELL CARCINOMA; BIOLOGICAL MODEL; CANCER STAGING; CLASSIFICATION; CLINICAL TRIAL; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; DISCRIMINANT ANALYSIS; FEMALE; FLUORESCENCE MICROSCOPY; HUMAN; MALE; METHODOLOGY; MIDDLE AGED; PATHOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SEVERITY OF ILLNESS INDEX; SKIN TUMOR; SPECTROFLUOROMETRY; STATISTICAL ANALYSIS; STATISTICAL MODEL; STATISTICS; TUMOR INVASION; VERY ELDERLY; CANCER INVASION; HOSPITALIZATION;

ADULT; AGED; AGED, 80 AND OVER; ALGORITHMS; ARTIFICIAL INTELLIGENCE; CARCINOMA, BASAL CELL; COMPUTER SIMULATION; DATA INTERPRETATION, STATISTICAL; DISCRIMINANT ANALYSIS; FEMALE; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; LINEAR MODELS; MALE; MICROSCOPY, FLUORESCENCE; MIDDLE AGED; MODELS, BIOLOGICAL; NEOPLASM INVASIVENESS; NEOPLASM STAGING; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SEVERITY OF ILLNESS INDEX; SKIN NEOPLASMS; SPECTROMETRY, FLUORESCENCE; STATISTICS AS TOPIC; STATISTICS;

CELLS; CYTOLOGY; EMISSION SPECTROSCOPY; FLUORESCENCE; HISTOLOGY; IMAGE ANALYSIS; PATHOLOGY; SKIN; TUMORS;

AMINOLAEVULIC ACID; AUTOFLUORESCENCE; BASAL CELL CARCINOMA; BISPECTRAL FLUORESCENCE IMAGING; FISHER LINEAR DISCRIMINANT; HISTOPATHOLOGY; LINEAR DISCRIMINATION; TEXTURE ANALYSIS;

MEDICAL IMAGING;

EID: 24144434123     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.1925650     Document Type: Article

References (24)

1. A. M. Wennberg, F. Gudmundson, B. Stenquist, A. Ternesten, L. Mölne, A. Rosen, and O. Larkö, "In vivo detection of basal cell carcinoma using imaging spectroscopy," Acta Derm Venereol 79(1), 54-61 (1999). (Pubitemid 29079331)
2. S. Andersson-Engels, G. Canti, R. Cubeddu, C. Eker, C. af Klinteberg, A. Pifferi, K. Svanberg, S. Svanberg, P. Taroni, G. Valentini, and I. Wang, "Preliminary evaluation of two fluorescence imaging methods for the detection and the delineation of basal cell carcinomas of the skin," Lasers Surg. Med. 26(1), 76-82 (2000). (Pubitemid 30054275)
3. G. Ackermann, C. Abels, S. Karrer, W. Baumler, M. Landthaler, and R. M. Szeimies, "Fluorescence-assisted biopsy of basal cell carcinomas," Hautarzt 51(12), 920-924 (2000). (Pubitemid 32002526)
4. V. Nadeau, K. Hamdan, J. Hewett, W. Sibbett, I. Tait, A. Cuschieri, and M. Padgett, "Endoscopic fluorescence imaging and point spectroscopy system for the detection of gastro-intestinal cancers," J. Mod. Opt. 49(5-6), 731-741 (2002). (Pubitemid 34593608)
5. B. Mayinger, M. Jordan, P. Horner, C. Gerlach, S. Muehldorfer, B. R. Bittorf, K. E. Matzel, W. Hohenberger, E. G. Hahn, and K. Guenther, "Endoscopic light-induced autofluorescence spectroscopy for the diagnosis of colorectal cancer and adenoma," J. Photochem. Photobiol., B 70(1), 13-20 (2003). (Pubitemid 36621729)
6. W. Zheng, M. Olivo, and K. C. Soo, "The use of digitized endoscopic imaging of 5-ALA-induced PPIX fluorescence to detect and diagnose oral premalignant and malignant lesions in vivo," Int. J. Cancer 110(2), 295-300 (2004). (Pubitemid 38580406)
7. H. Tran, K. Chen, and S. Shumack, "Epidemiology and aetiology of basal cell carcinoma," Br. J. Dermatol. 149(s66), 50-52 (2003). (Pubitemid 38064519)
8. J. C. Kennedy and R. H. Pottier, "Endogenous protoporphyrin IX, a clinically useful photosensitizer for photodynamic therapy," J. Photochem. Photobiol., B 14(4), 275-292 (1992).
9. S. L. Gibson, D. J. Cupriks, J. J. Havens, M. L. Nguyen, and R. Hilf "A regulatory role for porphobilinogen deaminase (PBGD) in δ-aminolaevulinic acid (δ-ALA)-induced photosensitization?," Br. J. Cancer 77(2), 235-243 (1998).
10. J. Moan, L. W. Ma, and V. Iani, "On the pharmacokinetics of topically applied 5-aminolevulinic acid and two of its esters," Int. J. Cancer 92(1), 139-143 (2001). (Pubitemid 32187043)
11. C. Abels, P. Heil, M. Dellian, G. E. Kuhnle, R. Baumgartner, and A. E. Goetz, "In vivo kinetics and spectra of 5-aminolaevulinic acidinduced fluorescence in an amelanotic melanoma of the hamster," Br. J. Cancer 70(5), 826-833 (1994). (Pubitemid 24331072)
12. A. Martin, W. D. Tope, J. M. Grevelink, J. C. Starr, J. L. Fewkes, T. J. Flotte, T. F. Deutsch, and R. R. Anderson, "Lack of selectivity of protoporphyrin IX fluorescence for basal cell carcinoma after topical application of 5-aminolevulinic acid: implications for photodynamic treatment," Arch. Dermatol. Res. 287(7), 665-674 (1995).
13. H. S. Zeng, C. Macaulay, B. Palcic, and D. I. McLean, "A computerized autofluorescence and diffuse reflectance spectroanalyzer system for invivo skin studies," Phys. Med. Biol. 38(2), 231-240 (1993). (Pubitemid 23054590)
14. R. Richards-Kortum and E. Sevick-Muraca, "Quantitative optical spectroscopy for tissue diagnosis," Annu. Rev. Phys. Chem. 47, 555-606 (1996). (Pubitemid 126416975)
15. K. Svanberg, I. Wang, S. Colleen, I. Idvall, C. Ingvar, R. Rydell, D. Jocham, H. Diddens, S. Bown, G. Gregory, S. Montan, S. Anderssonengels, and S. Svanberg, "Clinical multi-colour fluorescence imaging of malignant tumours - initial experience," Acta Radiol. 39(1), 2-9 (1998). (Pubitemid 128459352)
16. M. B. Ericson, C. Berndtsson, B. Stenquist, A.-M. Wennberg, O. Larkö, and A. Rosen, "Multispectral fluorescence imaging of basal cell carcinoma assisted by image warping," Proc. SPIE 5141, 114-121 (2003).
17. M. B. Ericson, C. Berndtsson, B. Stenquist, L. Mölne, A.-M. Wennberg, O. Larkö, and A. Rosen, "Fluorescence demarcation of basal cell carcinoma controlled by histopathological mapping," Proc. SPIE 5370, 1411-1418 (2004).
18. J. Zhang, C. I. Chang, S. J. Miller, and K. A. Kang, "A feasibility study of multispectral image analysis of skin tumors," Biomed. Instrum. Technol. 34(4), 275-282 (2000).
19. R. M. Haralick, K. Shanmuga, and I. Dinstein, "Textural features for image classification," IEEE Trans. Syst. Man Cybern. SMC-3(6), 610-621 (1973).
20. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed., Wiley, New York (2001).
21. M. B. Ericson, C. Sandberg, F. Gudmundson, A. Rosen, O. Larkö, and A. M. Wennberg, "Fluorescence contrast and threshold limit: implications for photodynamic diagnosis of basal cell carcinoma," J. Photochem. Photobiol., B 69(2), 121-127 (2003). (Pubitemid 36336467)
22. P. M. Gordon, N. H. Cox, W. D. Paterson, and C. M. Lawrence, "Basal cell carcinoma: are early appointments justifiable?," Br. J. Dermatol. 142(3), 446-448 (2000). (Pubitemid 30159065)
23. C. A. Glasbey and K. V. Mardia, "A review of image warping methods," J. Appl. Stat. 25, 155-171 (1998).
24. B. D. Ripely, Pattern Recognition and Neural Networks, Cambridge University Press, Cambridge, U.K. (1996).