An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy
Journal article
Ali, S., Zhou, F., Braden, B., Bailey, A., Yang, S., Cheng, G., Zhang, P., Li, X., Kayser, M., Soberanis-Mukul, R., Albarqouni, S., Wang, X., Wang, C., Watanabe, S., Oksuz, I., Ning, Q., Yang, S., Khan, M.A., Gao, X., Realdon, S., Loshchenov, M., Schnabel, J., East, J., Wagnieres, G., Loschenov, V., Grisan, E., Daul, C., Blondel, W. and Rittscher, J. (2020). An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy. Scientific Reports. 10, p. 2748. https://doi.org/10.1038/s41598-020-59413-5
Authors | Ali, S., Zhou, F., Braden, B., Bailey, A., Yang, S., Cheng, G., Zhang, P., Li, X., Kayser, M., Soberanis-Mukul, R., Albarqouni, S., Wang, X., Wang, C., Watanabe, S., Oksuz, I., Ning, Q., Yang, S., Khan, M.A., Gao, X., Realdon, S., Loshchenov, M., Schnabel, J., East, J., Wagnieres, G., Loschenov, V., Grisan, E., Daul, C., Blondel, W. and Rittscher, J. |
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Abstract | We present a comprehensive analysis of the submissions to the first edition of the Endoscopy Artefact Detection challenge (EAD). Using crowd-sourcing, this initiative is a step towards understanding the limitations of existing state-of-the-art computer vision methods applied to endoscopy and promoting the development of new approaches suitable for clinical translation. |
Year | 2020 |
Journal | Scientific Reports |
Journal citation | 10, p. 2748 |
Publisher | Nature Research (part of Springer Nature) |
ISSN | 2045-2322 |
Digital Object Identifier (DOI) | https://doi.org/10.1038/s41598-020-59413-5 |
Web address (URL) | https://doi.org/10.1038/s41598-020-59413-5 |
Publication dates | |
17 Feb 2020 | |
Publication process dates | |
Accepted | 28 Jan 2020 |
Deposited | 29 Jan 2020 |
Accepted author manuscript | License File Access Level Open |
Page range | 1-21 |
https://openresearch.lsbu.ac.uk/item/88y91
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Accepted author manuscript
301394_2_merged_1578520717_black.pdf | ||
License: CC BY 4.0 | ||
File access level: Open |
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