Computer aided disease detection system for gastrointestinal examinations

Proceedings of the 7th International Conference on Multimedia Systems, MMSys 2016

Volumn , Issue , 2016, Pages 282-285

  Riegler, Michael ^a   Pogorelov, Konstantin ^a   Markussen, Jonas ^a   Lux, Mathias ^c   Stensland, Håkon Kvale ^a   De Lange, Thomas ^b,d   Griwodz, Carsten ^a   Halvorsen, Pål ^a   Johansen, Dag ^e   Schmidt, Peter T ^f   Eskeland, Sigrun L ^d  

^a UNIVERSITY OF OSLO   (Norway)

^b CANCER REGISTRY OF NORWAY   (Norway)

^c UNIVERSITY OF KLAGENFURT   (Austria)

^d Vestre Viken Hospital Trust   (Norway)

^e UNIVERSITY OF TROMSØ   (Norway)

^f KAROLINSKA UNIVERSITY HOSPITAL   (Sweden)

Author keywords

Classification; Information systems; Medical multimedia

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER AIDED DIAGNOSIS; DIAGNOSIS; INFORMATION SYSTEMS; MULTIMEDIA SYSTEMS;

ANATOMICAL LANDMARKS; AUTOMATIC DETECTION; COMPUTER AIDED; DISEASE DETECTION; GASTROINTESTINAL; MEDICAL EXPERTS; MEDICAL MULTIMEDIA; POLYP DETECTION;

MEDICAL INFORMATION SYSTEMS;

EID: 84973896675     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2910017.2910629     Document Type: Conference Paper

References (14)

1. Z. Albisser, M. Riegler, P. Halvorsen, J. Zhou, C. Griwodz, I. Balasingham, and C. Gurrin. Expert driven semi-supervised elucidation tool for medical endoscopic videos. InProc. of MMSys. ACM, 2015.
2. L. B Kristiansen, J. Markussen, H. Kvale Stensland, M. Riegler, H. Kohmann, F. Seifert, R. Nordstrøm, C. Griwodz, and P. Halvorsen. Device lending in PCI express networks. In Proc. of NOSSDAV. ACM, 2016.
3. H. J. Escalante, C. A. Hérnadez, L. E. Sucar, and M. Montes. Late fusion of heterogeneous methods for multimedia image retrieval. In Proc. of ACM ICMR, pages 172-179. ACM, 2008.
4. M. Lux. Content based image retrieval with lire. In Proc. of ACM MM, pages735-738. ACM, 2011.
5. Mayo-Clinic. Polyp dataset. http://polyp.grand-challenge.org/site/Polyp/AsuMayo/. [last visited, 04.04, 2016].
6. R. Nawarathna, J. Oh, J. Muthukudage, W. Tavanapong, J. Wong, P. C. De Groen, and S. J. Tang. Abnormal image detection in endoscopy videos using a filter bank and local binary patterns.NC, 2014.
7. K. Pogorelov, M. Riegler, P. Halvorsen, P. T. Schmidt, C. Griwodz, D. Johansen, S. L. Eskeland, and T. de Lange. GPU-accelerated real-time gastrointestinal diseases detection. In Proc. of CBMS. IEEE, 2016.
8. K. Pogorelov, M. Riegler, J. Markussen, H. Kvale Stensland, P. Halvorsen, C. Griwodz, S. L. Eskeland, and T. de Lange. Efficient processing of videos in a multi auditory environment using device lending of GPU. In Proc. of MMSys. ACM, 2016.
9. M. Riegler, K. Pogorelov, P. Halvorsen, T. de Lange, C. Griwodz, P. T. Schmidt, S. L. Eskeland, and D. Johansen. EIR - efficient computer aided diagnosis framework for gastrointestinal endoscopies. In Proc. of CBMI, 2016.
10. M. Riegler, K. Pogorelov, M. Lux, P. Halvorsen, C. Griwodz, T. de Lange, and S. L. Eskeland. Explorative hyperbolic-tree-based clustering tool for unsupervised knowledge discovery. In Proc. of CBMI, 2016.
11. Y. Wang, W. Tavanapong, J. Wong, J. Oh, and P. C. de Groen. Computer-aided detection of retroflexion in colonoscopy. InProc. of CBMS, pages1-6. IEEE, 2011.
12. Y. Wang, W. Tavanapong, J. Wong, J. Oh, and P. C. de Groen. Near real-time retroflexion detection in colonoscopy. IEEE BMHI, 17(1):143-152, 2013.
13. Y. Wang, W. Tavanapong, J. Wong, J. H. Oh, and P. C. de Groen. Polyp-alert: Near real-time feedback during colonoscopy. CMPBM, 2015.
14. Y. Wang, W. Tavanapong, J. S. Wong, J. Oh, and P. C. de Groen. Detection of quality visualization of appendiceal orifices using local edge cross-section profile features and near pause detection. IEEE BME, 57(3):685-695, 2010.