Evaluation of quantitative image analysis criteria for the high-resolution microendoscopic detection of neoplasia in Barrett's esophagus

Journal of Biomedical Optics

Volumn 15, Issue 2, 2010, Pages

  Muldoon, Timothy J ^a   Thekkek, Nadhi ^a   Roblyer, Darren ^a   Maru, Dipen ^b   Harpaz, Noam ^c   Jonathan Potack, ^c   Sharmila Anandasabapathy, ^c   Richards Kortum, Rebecca ^a  

^a Rice University   (United States)

^b UNIVERSITY OF TEXAS   (United States)

^c MOUNT SINAI MEDICAL CENTER   (United States)

Author keywords

Biomedical optics; Endoscopy; Microscopy

Indexed keywords

AVERAGE SENSITIVITIES; BARRETT'S ESOPHAGUS; BIOMEDICAL OPTICS; CLASSIFICATION ALGORITHM; EARLY DETECTION; ENDOSCOPIC EXAMINATION; ENDOSCOPIC MUCOSAL RESECTIONS; EX-VIVO; FIBER BUNDLES; FRESH TISSUES; GOLD STANDARDS; HIGH RESOLUTION; IMAGE INTERPRETATION; MICRO-ENDOSCOPY; NEOPLASTIC LESIONS; QUANTITATIVE FEATURES; QUANTITATIVE IMAGE ANALYSIS; SENSITIVITY AND SPECIFICITY; SUBJECTIVE ANALYSIS; TEXTURAL FEATURE; VISUAL INTERPRETATION;

ENDOSCOPY; TISSUE;

IMAGE ANALYSIS;

ADOLESCENT; ADULT; AGED; ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; BARRETT ESOPHAGUS; COMPUTER ASSISTED DIAGNOSIS; ENDOSCOPY; ESOPHAGUS TUMOR; EVALUATION; FEMALE; HUMAN; IMAGE ENHANCEMENT; MALE; METHODOLOGY; MIDDLE AGED; PATHOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ADOLESCENT; ADULT; AGED; ALGORITHMS; BARRETT ESOPHAGUS; ENDOSCOPY; ESOPHAGEAL NEOPLASMS; FEMALE; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MALE; MIDDLE AGED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; YOUNG ADULT;

EID: 77956638601     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.3406386     Document Type: Article

References (24)

1. H. Pohl and H. G. Welch, "The role of overdiagnosis and reclassification in the marked increase of esophageal adenocarcinoma incidence", J. Natl. Cancer Inst. 97(2), 142-146 (2005). (Pubitemid 40277094)
2. G. Portale, J. A. Hagen, J. H. Peters, L. S. Chan, S. R. DeMeester, T. A. Gandamihardja, and T. R. DeMeester, "Modern 5-year survival of resectable esophageal adenocarcinoma: single institution experience with 263 patients", J. Am. Coll. Surg. 202(4), 588-596; discussion 596 (2006).
3. M. Vieth, C. Ell, L. Gossner, A. May, and M. Stolte, "Histological analysis of endoscopic resection specimens from 326 patients with Barrett's esophagus and early neoplasia", Endoscopy 36(9), 776-781 (2004). (Pubitemid 39207150)
4. W. L. Curvers and J. J. Bergman, "Multimodality imaging in Barrett's esophagus: looking longer, seeing better, and recognizing more", Gastroenterology 135(1), 297-299 (2008). (Pubitemid 351899052)
5. E. S. Dellon and N. J. Shaheen, "Does screening for Barrett's esophagus and adenocarcinorna of the esophagus prolong survival?", J. Clin. Oncol. 23(20), 4478-4482 (2005). (Pubitemid 46196576)
6. J. W. van Sandick, J. J. B. van Lanschot, B. W. Kuiken, G. N. J. Tytgat, G. J. A. Offerhaus, and H. Obertop, "Impact of endoscopic biopsy surveillance of Barrett's oesophagus on pathological stage and clinical outcome of Barrett's carcinoma", Gut 43(2), 216-222 (1998). (Pubitemid 28348324)
7. R. Kiesslich, L. Gossner, M. Goetz, A. Dahlmann, M. Vieth, M. Stolte, A. Hoffman, M. Jung, B. Nafe, P. R. Galle, and M. F. Neurath, "In vivo histology of Barrett's esophagus and associated neoplasia by confocal laser endomicroscopy", Clin. Gastroenterol. Hepatol. 4(8), 979-987 (2006). (Pubitemid 44118843)
8. M. Vieth and R. Kiesslich, "Distinction of high-grade intraepithelial neoplasia and invasive Barrett's adenocarcinoma", Esophagus 3(4), 171-176 (2006). (Pubitemid 46053093)
9. Y. T. Guo, Y. Q. Li, T. Yu, T. G. Zhang, J. N. Zhang, H. Liu, F G. Liu, X. J. Xie, Q. Zhu, and Y. A. Zhao, "Diagnosis of gastric intestinal metaplasia with confocal laser endomicroscopy in vivo: a prospective study", Endoscopy 40(7), 547-553 (2008). (Pubitemid 351982595)
10. R. Kiesslich, G. K. Anagnostopoulos, A. Axon, K. Deinert, H. Neuhaus, M. Goetz, E. Coron, O. Pech, M. Vieth, C. Schneider, P. R. Galle, and M. Neurath, "Interobserver variation and standardized training for confocal laser endomicroscopy image interpretation in the upper and lower GI tract", Gastrointest. Endosc. 65(5), AB354-AB354 (2007).
11. T. J. Muldoon, S. Anandasabapathy, D. Maru, and R. Richards-Kortum, "High-resolution imaging in Barrett's esophagus: a novel, low-cost endoscopic microscope", Gastrointest. Endosc. 68(4), 737-744 (2008).
12. T. Muldoon, M. C. Pierce, D. Nida, M. D. Williams, A. Gillenwater, and R. Richards-Kortum, "Subcellular resolution molecular imaging within living tissue by fiber microendoscopy", Opt. Express 15(25), 16413-16423 (2007). (Pubitemid 350260503)
13. F Argenti, L. Alparone, and G. Benelli, "Fast algorithms for texture analysis using cooccurrence matrices", IEE Proc. F, Radar Signal Process. 137(6), 443-448 (1990).
14. T. Collier, M. Guillaud, M. Follen, A. Malpica, and R. Richards-Kortum, "Real-time reflectance confocal microscopy: comparison of two-dimensional images and three-dimensional image stacks for detection of cervical precancer", J. Biomed. Opt. 12(2), 024021 (2007).
15. K. W. Gossage, T. S. Tkaczyk, J. J. Rodriguez, and J. K. Barton, "Texture, analysis of optical coherence tomography images: feasibility for tissue classification", J. Biomed. Opt. 8(3), 570-575 (2003).
16. S. Srivastava, J. J. Rodriguez, A. R. Rouse, M. A. Brewer, and A. F Gmitro, "Computer-aided identification of ovarian cancer in confocal microendoscope images", J. Biomed. Opt. 13(2), 024021 (2008).
17. C. A. Lingley-Papadopoulos, M. H. Loew, M. J. Manyak, and J. M. Zara, "Computer recognition of cancer in the urinary bladder using optical coherence tomography and texture analysis", J. Biomed. Opt. 13(2), 024003 (2008).
18. L. Breiman, J. H. Friedman, R. A. Olshen, and C. J. Stone, Classification and Regression Trees, Wadsworth International Group, Belmont, California (1984).
19. M. Conio, S. Blanchi, G. Lapertosa, R. Ferraris, R. Sablich, S. Marchi, V. D'Onofrio, T. Lacchin, G. Iaquinto, G. Missale, P. Ravelli, R. Cestari, G. Benedetti, G. Macri, R. Fiocca, F Munizzi, and R. Filiberti, "Long-term endoscopic surveillance of patients with Barrett's esophagus. Incidence of dysplasia and adenocarcinoma: a prospective study", Am. J. Gastroenterol. 98(9), 1931-1939 (2003). (Pubitemid 37185786)
20. N. Morgan and H. Bourlard, "Generalization and parameter estimation in feedforward nets: some experiments", in Advances in Neural Information Processing Systems, D. S. Touretzky, Ed., Vol. 2, pp. 630-637, Morgan Kaufmann Publishers, Inc., San Mateo, CA (1990).
21. V. S. Wang, J. L. Hornick, J. A. Sepulveda, R. Mauer, and J. M. Poneros, "Low prevalence of submucosal invasive carcinoma at esophagectomy for high-grade dysplasia or intramucosal adenocarcinoma in Barrett's esophagus: a 20-year experience", Gastrointest. Endosc. 69(4), 777-783 (2009).
22. R. Kiesslich, M. Goetz, K. Lammersdorf, C. Schneider, J. Burg, M. Stolte, M. Vieth, B. Nafe, P. R. Galle, and M. F Neurath, "Chromoscopy-guided endomicroscopy increases the diagnostic yield of intraepithelial neoplasia in ulcerative colitis", Gastroenterology 132(3), 874-882 (2007). (Pubitemid 46440874)
23. V. Becker, M. Vieth, M. Bajbouj, R. M. Schmid, and A. Meining, "Confocal laser scanning fluorescence microscopy for in vivo determination of microvessel density in Barrett's esophagus", Endoscopy 40(11), 888-891 (2008).
24. W. L. Curvers, R. Singh, L. M. Song, H. C. Wolfsen, K. Ragunath, K. Wang, M. B. Wallace, P. Fockens, and J. J. Bergman, "Endoscopic tri-modal imaging for detection of early neoplasia in Barrett's oesophagus: a multi-centre feasibility study using high-resolution endoscopy, autofluorescence imaging and narrow band imaging incorporated in one endoscopy system", Gut 57(2), 167-172 (2008). (Pubitemid 351158041)