Methods to quantitate videocapsule endoscopy images in celiac disease

Bio-Medical Materials and Engineering

Volumn 24, Issue 6, 2014, Pages 1895-1911

  Ciaccio, Edward J ^a   Tennyson, Christina A ^a   Bhagat, Govind ^a,b   Lewis, Suzanne K ^a   Green, Peter H ^a  

^a Department of Medicine Celiac Disease Center Columbia University ^*  (United States)

^b Department of Medicine   (United States)

Author keywords

Celiac disease; Endoscopy; Imaging; Small intestine; Videocapsule

Indexed keywords

ALGORITHMS; AUTOMATION; ENDOSCOPY; FEATURE EXTRACTION; IMAGE TEXTURE; IMAGING TECHNIQUES; LIGHT SOURCES; NUTRITION; PIXELS;

BIOENGINEERING METHODS; CELIAC DISEASE; COMPUTERIZED METHODS; HIGH RESOLUTION IMAGE; REAL-TIME UPDATES; SMALL INTESTINE; STRUCTURAL FEATURE; VIDEOCAPSULE;

PATIENT TREATMENT;

ADULT; BRIGHTNESS; CAPSULE ENDOSCOPE; CAPSULE ENDOSCOPY; CELIAC DISEASE; CONFERENCE PAPER; CONTRAST ENHANCEMENT; CONTROLLED STUDY; FREQUENCY ANALYSIS; GASTROINTESTINAL MOTILITY; GLUTEN FREE DIET; HUMAN; INTESTINE BIOPSY; INTESTINE VILLUS ATROPHY; OBSERVER BIAS; QUANTITATIVE ANALYSIS; SMALL INTESTINE; SMALL INTESTINE MUCOSA; VIDEOCAPSULE ENDOSCOPY; ADOLESCENT; ALGORITHM; AUTOMATED PATTERN RECOGNITION; CHILD; COMPUTER ASSISTED DIAGNOSIS; FEMALE; IMAGE ENHANCEMENT; INFANT; MALE; NEWBORN; PATHOLOGY; PRESCHOOL CHILD; PROCEDURES; REPRODUCIBILITY; RETROSPECTIVE STUDY; SENSITIVITY AND SPECIFICITY;

ADOLESCENT; ALGORITHMS; CAPSULE ENDOSCOPY; CELIAC DISEASE; CHILD; CHILD, PRESCHOOL; FEMALE; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFANT; INFANT, NEWBORN; MALE; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; RETROSPECTIVE STUDIES; SENSITIVITY AND SPECIFICITY;

EID: 84907274282     PISSN: 09592989     EISSN: 18783619     Source Type: Journal    
DOI: 10.3233/BME-140999     Document Type: Conference Paper

References (33)

1. P.H. Green, The many faces of celiac disease: Clinical presentation of celiac disease in the adult population, Gastroenterology 128 (2005), S74-S78
2. P.H.R. Green and C. Cellier, Celiac disease, N. Engl. J. Med. 357 (2007), 1731-1743
3. P.H.R. Green and B. Jabri, Coeliac disease, The Lancet 362 (2003), 383-391
4. K. Mustalahti, S. Lohiniemi, P. Collin, N. Vuolteenaho, P. Laippala and M. Mki, Gluten-free diet and quality of life in patients with screen-detected celiac disease, Eff. Clin. Pract. 5 (2002), 105-113
5. A. Rubio-Tapia and J.A. Murray, Classification and management of refractory coeliac disease, Gut 59 (2010), 547-557
6. D.H. Dewar, S.C. Donnelly, S.D. McLaughlin, M.W. Johnson, H.J. Ellis and P.J. Ciclitira, Celiac disease: Management of persistent symptoms in patients on a gluten-free diet, World J. Gastroenterol. 18 (2012), 1348-1356
7. A.D. Hopper, R. Sidhu, D.P. Hurlstone, M.E. McAlindon and D.S. Sanders, Capsule endoscopy: An alternative to duodenal biopsy for the recognition of villous atrophy in coeliac disease? Digestive and Liver Disease 39 (2007), 140-145
8. P.J. Wahab, J.W. Meijer and C.J. Mulder, Histologic follow-up of people with celiac disease on a gluten-free diet: Slow and incomplete recovery, Am. J. Clin. Pathol. 118 (2002), 459-463
9. P.H. Green and M. Rubin, Capsule endoscopy in celiac disease, Gastrointest. Endosc. 62 (2005), 797-799
10. P.H. Green and M. Rubin, Capsule endoscopy in celiac disease: Diagnosis and management, Gastrointest. Endosc. Clin. N. Am. 16 (2006), 307-316
11. A. Moglia, A. Menciassi, P. Dario and A. Cuschieri, Capsule endoscopy: Progress update and challenges ahead, Nat. Rev. Gastroenterol. Hepatol. 6 (2009), 353-362
12. E.J. Ciaccio, C.A. Tennyson, G. Bhagat, S.K. Lewis and P.H. Green, Implementation of a polling protocol for predicting celiac disease in videocapsule analysis, World J. Gastrointest. Endosc. 5 (2013), 313-322
13. S. Serra and P.A. Jani, An approach to duodenal biopsies, J. Clin. Pathol. 59 (2006), 1133-1150
14. Y.C. Metzger, S.N. Adler, A.B. Shitrit, B. Koslowsky and I. Bjarnason, Comparison of a new PillCam™ SB2 video capsule versus the standard PillCam™ SB for detection of small bowel disease, Reports in Medical Imaging 2 (2009), 7-11
15. E.J. Ciaccio, C.A. Tennyson, S.K. Lewis, S. Krishnareddy, G. Bhagat and P.H. Green, Distinguishing patients with celiac disease by quantitative analysis of videocapsule endoscopy images, Comput. Methods Programs Biomed. 100 (2010), 39-48
16. E.J. Ciaccio, C.A. Tennyson, G. Bhagat, S.K. Lewis and P.H. Green, Classification of videocapsule endoscopy image patterns: Comparative analysis between patients with celiac disease and normal individuals, BioMed. Eng. OnLine 9 (2010), 44
17. E.J. Ciaccio, C.A. Tennyson, G. Bhagat, S.K. Lewis and P.H. Green, Quantitative estimates of motility from videocapsule endoscopy are useful to discern celiac patients from controls, Dig. Dis. Sci. 57 (2012), 2936-2943
18. E.J. Ciaccio, C.A. Tennyson, G. Bhagat, S.K. Lewis and P.H. Green, Use of shape-from-shading to estimate threedimensional architecture in the small intestinal lumen of celiac and control patients, Comput. Methods Programs Biomed. 111 (2013), 676-684
19. E.J. Ciaccio, C.A. Tennyson, G. Bhagat, S.K. Lewis and P.H. Green, Transformation of videocapsule images to detect small bowel mucosal differences in celiac versus control patients, Comput. Methods Programs Biomed. 108 (2012), 28-37
20. E.J. Ciaccio, C.A. Tennyson, G. Bhagat, S.K. Lewis and P.H. Green, Robust spectral analysis of videocapsule images acquired from celiac disease patients, BioMed. Eng. OnLine 10 (2011), 78
21. A. Tursi, Gastrointestinal motility disturbances in celiac disease, J. Clin. Gastroenterol. 38 (2004), 642-645
22. U. Kopylov and E.G. Seidman, Clinical applications of small bowel capsule endoscopy, Clin. Exp. Gastroenterol. 6 (2013), 129-137
23. R. Sidhu, P. Sakellariou, M.E. McAlindon, J.S. Leeds, K. Shafiq, B.S. Hoeroldt, A.D. Hopper, M. Karmo, C. Salmon, D. Elphick, A. Ali and D.S. Sanders, Is formal training necessary for capsule endoscopy? The largest gastroenterology trainee study with controls, Digestive and Liver Disease 40 (2008), 298-302
24. D.W. Crook, P.R. Knuesel, J.M. Froehlich, F. Eigenmann, M. Unterweger, H.-J. Beer and R.A. Kubik-Huch, Comparison of magnetic resonance enterography and video capsule endoscopy in evaluating small bowel disease, European Journal of Gastroenterology &Hepatology 21 (2009), 54-65
25. T. Rokkas and Y. Niv, The role of video capsule endoscopy in the diagnosis of celiac disease: a meta-analysis, Eur. J. Gastroenterol. Hepatol. 24 (2012), 303-308
26. E. Rondonotti, C. Spada, D. Cave, M. Pennazio, M.E. Riccioni, I. De Vitis, D. Schneider, T. Sprujevnik, F. Villa, J. Langelier, A. Arrigoni, G. Costamagna and R. de Franchis, Video capsule enteroscopy in the diagnosis of celiac disease: A multicenter study, Am. J. Gastroenterol. 102 (2007), 1624-1631
27. E. Rondonotti, J.M. Herrerias, M. Pennazio, A. Caunedo, M. Mascarenhas-Saraiva and R. de Franchis, Complications, limitations, and failures of capsule endoscopy: A review of 733 cases, Gastrointest. Endosc. 62 (2005), 712-716
28. R. Petroniene, E. Dubcenco, J.P. Baker, C.A. Ottaway, S.J. Tang, S.A. Zanati, C.J. Streutker, G.W. Gardiner, R.E. Warren and K.N. Jeejeebhoy, Given capsule endoscopy in celiac disease: Evaluation of diagnostic accuracy and interobserver agreement, Am. J. Gastroenterol. 100 (2005), 685-694
29. F. Biagi, E. Rondonotti, J. Campanella, F. Villa, P.I. Bianchi, C. Klersy, R. De Franchis and G.R. Corazza, Video capsule endoscopy and histology for small-bowel mucosa evaluation: A comparison performed by blinded observers, Clin. Gastroenterol. Hepatol. 4 (2006), 998-1003
30. A.D. Hopper, R. Sidhu, D.P. Hurlstone, M.E. McAlindon and D.S. Sanders, Capsule endoscopy: An alternative to duodenal biopsy for the recognition of villous atrophy in coeliac disease? Dig. Liver Dis. 39 (2007), 140-145
31. S. Giuseppe, F. Russo, M.R. Franco, P. Sarracco, L. Pietrini and I. Sorrentini, Age and video capsule endoscopy in obscure gastrointestinal bleeding: A prospective study on hospitalized patients, Digestive Diseases Sciences 56 (2011), 1188-1193
32. M. Gschwandtner, M. Liedlgruber, A. Uhl and A. Vécsei, Experimental study on the impact of endoscope distortion correction on computer-assisted celiac disease diagnosis, 10th IEEE International Conference on Information Technology and Applications in Biomedicine, 2010, 1-6
33. S. Hegenbart, A. Uhl, A. Vécsei and G. Wimmer, Scale invariant texture descriptors for classifying celiac disease, Med. Image Anal. 17 (2013), 458-474