Challenges in surgical video annotation.
Publication
, Journal Article
Ward, TM; Fer, DM; Ban, Y; Rosman, G; Meireles, OR; Hashimoto, DA
Published in: Comput Assist Surg (Abingdon)
December 2021
Annotation of surgical video is important for establishing ground truth in surgical data science endeavors that involve computer vision. With the growth of the field over the last decade, several challenges have been identified in annotating spatial, temporal, and clinical elements of surgical video as well as challenges in selecting annotators. In reviewing current challenges, we provide suggestions on opportunities for improvement and possible next steps to enable translation of surgical data science efforts in surgical video analysis to clinical research and practice.
Duke Scholars
Published In
Comput Assist Surg (Abingdon)
DOI
EISSN
2469-9322
Publication Date
December 2021
Volume
26
Issue
1
Start / End Page
58 / 68
Location
England
Related Subject Headings
- Surgery
- 4003 Biomedical engineering
- 1106 Human Movement and Sports Sciences
- 0903 Biomedical Engineering
Citation
APA
Chicago
ICMJE
MLA
NLM
Ward, T. M., Fer, D. M., Ban, Y., Rosman, G., Meireles, O. R., & Hashimoto, D. A. (2021). Challenges in surgical video annotation. Comput Assist Surg (Abingdon), 26(1), 58–68. https://doi.org/10.1080/24699322.2021.1937320
Ward, Thomas M., Danyal M. Fer, Yutong Ban, Guy Rosman, Ozanan R. Meireles, and Daniel A. Hashimoto. “Challenges in surgical video annotation.” Comput Assist Surg (Abingdon) 26, no. 1 (December 2021): 58–68. https://doi.org/10.1080/24699322.2021.1937320.
Ward TM, Fer DM, Ban Y, Rosman G, Meireles OR, Hashimoto DA. Challenges in surgical video annotation. Comput Assist Surg (Abingdon). 2021 Dec;26(1):58–68.
Ward, Thomas M., et al. “Challenges in surgical video annotation.” Comput Assist Surg (Abingdon), vol. 26, no. 1, Dec. 2021, pp. 58–68. Pubmed, doi:10.1080/24699322.2021.1937320.
Ward TM, Fer DM, Ban Y, Rosman G, Meireles OR, Hashimoto DA. Challenges in surgical video annotation. Comput Assist Surg (Abingdon). 2021 Dec;26(1):58–68.
Published In
Comput Assist Surg (Abingdon)
DOI
EISSN
2469-9322
Publication Date
December 2021
Volume
26
Issue
1
Start / End Page
58 / 68
Location
England
Related Subject Headings
- Surgery
- 4003 Biomedical engineering
- 1106 Human Movement and Sports Sciences
- 0903 Biomedical Engineering