Computer-assisted Diagnosis (CAD) in colposcopy: Evaluation of a pilot study

Anticancer Research

Volumn 32, Issue 12, 2012, Pages 5221-5226

  Mehlhorn, Grit ^a   Kage, Andreas ^b   Münzenmayer, Christian ^b   Benz, Michaela ^b   Koch, Martin C ^a   Beckmann, Matthias W ^a   Wittenberg, Thomas ^b  

^a UNIVERSITY HOSPITAL ERLANGEN   (Germany)

^b FRAUNHOFER INSTITUTE FOR INTEGRATED CIRCUITS IIS   (Germany)

Author keywords

Cervical intraepithelial neoplasia (CIN); Colposcopy; Computer assisted diagnosis (CAD); Pilot study

Indexed keywords

ARTICLE; COLPOSCOPY; COMPUTER ASSISTED DIAGNOSIS; DIAGNOSTIC ACCURACY; DIAGNOSTIC VALUE; DIGITAL RADIOGRAPHY; DYSPLASIA; HUMAN; IMAGE ANALYSIS; MEDICAL EDUCATION; MEDICAL EXPERT; OBSERVATIONAL STUDY; OBSERVER VARIATION; PILOT STUDY; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; UTERINE CERVIX CARCINOMA IN SITU;

CERVICAL INTRAEPITHELIAL NEOPLASIA; COLPOSCOPY; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HUMANS; OBSERVER VARIATION; PILOT PROJECTS; SENSITIVITY AND SPECIFICITY; UTERINE CERVICAL NEOPLASMS;

EID: 84872585773     PISSN: 02507005     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. Ferlay J, Shin HR, Bray F, Forman D, Mathers C and Parkin DM: GLOBOCAN 2008 v1.2, Cancer Incidence and Mortality Worldwide: IARC CancerBase No. 10.Lyon, France: International Agency for Research on Cancer; Available from: http://globocan.iarc.fr.2010. Last accessed 2012.
2. Deutsche Gesellschaft für Gynäkologie und Geburtshilfe: S2k-Leitlinie zur Prävention, Diagnostik und Therapie der HPV-Infektion und präinvasiven Läsionen des weiblichen Genitale. Arbeitsgemeinschaft der Wissenschaftlichen Medizinischen Fachgesellschaften (AWMF) 2008, no. 015/027. Available at: http://leitlinien.net/. Last accessed 2012.
3. Bornstein J, Bentley J, Bosze P, Girardi F, Haefner H, Menton M, Perrotta M, Prendiville W, Russell P, Sideri M, Strander B, Torne A and Walker P: 2011 colposcopic terminology of the international Federation for Cervical Pathology and Colposcopy. Obstet Gynecol 120(1): 166-72, 2012.
4. Jeronimo J and Schiffman M: Colposcopy at a crossroads. Am J Obstet Gynecol 195(2): 349-353, 2006.
5. Hammes LS, Naud P, Passos EP, Matos J, Brouwers K, Rivoire W and Syrjänen KJ: Value of the international Federation for Cervical Pathology and Colposcopy (IFCPC) Terminology in predicting cervical disease. J Low Genit Tract Dis 11(3): 158-165, 2007.
6. Massad LS and Collins YC: Strength of correlations between colposcopic impression and biopsy histology. Gynecol Oncol 89(3): 424-428, 2003.
7. Pretorius RG, Bao YP, Belinson JL, Burchette RJ, Smith JS and Qiao YL: Inappropriate gold standard bias in cervical cancer screening studies. Int J Cancer 121(10): 2218-2224, 2007.
8. Münzenmayer C, Mühldorfer S, Mayinger B, Volk H, Grobe M and Wittenberg T: Farbtexturbasierte optische Biopsie auf hochauflösenden endoskopischen Farbbildern des Ösophagus. In: Bildverarbeitung für Medizin. Wittenberg T, Hastreiter P, Hoppe U, Handels H, Horsch A and Meinzer HP (eds.). Berlin, Springer, pp. 191-195, 2003.
9. Rajan P, Canto M, Gorospe E, Almario A, Kage A, Winter C, Hager T, Wittenberg T and Münzenmayer CL: Automated diagnosis of Barrett's esophagus with endoscopic images. In: Proceedings of the World Congress on Medical Physics and Biomedical Engineering. Dössel O and Schlegel WC (eds). Berlin, Springer, vol 25/4, pp. 2189-2192, 2009.
10. Zopf S, Kage A, Münzenmayer C, Wittenberg T, Hahn EG and Raithel M: Narrow-band imaging for the computer-assisted diagnosis in patients with Barrett's esophagus. Gastrointest Endosc 69(5): AB376, 2009.
11. Zopf S, Kage A, Münzenmayer C, Wittenberg T, Neurath T and Raithel M: Narrow-band imaging für die Computer-unterstüzte Diagnose bei Patienten mit Barrett-Ösophagus. Endosk Heute 23(1): 77, 2010.
12. Kothe C, Münzenmayer C, Wittenberg T and Hess M: Erfahrungen mit optischen Stimmlippenbiopsien bei Leukoplakien. Laryngo-Rhino-Otologie 84(2): 92-95, 2005.
13. Kage A, Münzenmayer C and Wittenberg T: A knowledge-based system for the computer assisted diagnosis of endoscopic images. In: Bildverarbeitung für die Medizin 2008: Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 6. bis 8. April in Berlin. Tolxdorff T, Braun J, Deserno TM, Handels H, Horsch A and Meinzer HP (eds.). Berlin, Springer, pp. 272-276, 2008.
14. Wittenberg T, Kage A, Benz M, Winter C, Koch M, Beckmann M, Münzenmayer C and Mehlhorn G: GynCAD - a computer-assisted diagnosis approach for colposcopy. In: Abstracts from the Demonstration Workshop on Computer-Aided Detection and Diagnosis, Computer Assisted Radiology and Surgery (CARS). 24th International Congress and Exhibition, Geneva, 23-26 June 2010. Horsch A (ed.). Geneva, CARS, pp. 7-8, 2010.
15. Manjunath B, Ohm JR, Vasudevan VV and Yamada A: Color and texture descriptors. IEEE Trans Circuits Syst Video Technol 11(6): 703-715, 2001.
16. Münzenmayer C, Kage A, Wittenberg T and Mühldorfer S: Computer-assisted diagnosis for precancerous lesions in the esophagus. Methods Inf Med 48(4): 324-330, 2009.
17. Michie D, Spiegelhalter DJ and Taylor CC: Machine Learning, Neural and Statistical Classification. New York, Ellis Horwood, 1994.
18. Lehmann TM, Güld MO, Thies C, Fischer B, Spitzer K, Keysers D, Ney H, Kohnen M, Schubert H and Wein BB: Content-based image retrieval in medical applications. Methods Inf Med 43(4): 354-361, 2004.
19. Mehlhorn G, Münzenmayer C, Benz M, Kage A, Beckmann MW and Wittenberg T: Computer-assisted diagnosis (CAD) in colposcopy - results of a preliminary experiment? Acta Cytologica 56(5): 554-559, 2012.
20. Schädel D, Coumbos A, Willrodt RG, Roggan A, Jochum T, Müller G, Albrecht H und Kühn W: Digitale Kolposkopie bei Läsionen der Cervix uteri - eine Pilotstudie unter Berücksichtigung telematischer Fragestellungen. Geburtshilfe Frauenheilkd 64(12): 1205-1212, 2004.