作者
Jennifer A Eckhoff, Guy Rosman, Maria S Altieri, Stefanie Speidel, Danail Stoyanov, Mehran Anvari, Lena Meier-Hein, Keno März, Pierre Jannin, Carla Pugh, Martin Wagner, Elan Witkowski, Paresh Shaw, Amin Madani, Yutong Ban, Thomas Ward, Filippo Filicori, Nicolas Padoy, Mark Talamini, Ozanan R Meireles
发表日期
2023/11
期刊
Surgical Endoscopy
卷号
37
期号
11
页码范围
8690-8707
出版商
Springer US
简介
Background
Surgery generates a vast amount of data from each procedure. Particularly video data provides significant value for surgical research, clinical outcome assessment, quality control, and education. The data lifecycle is influenced by various factors, including data structure, acquisition, storage, and sharing; data use and exploration, and finally data governance, which encompasses all ethical and legal regulations associated with the data. There is a universal need among stakeholders in surgical data science to establish standardized frameworks that address all aspects of this lifecycle to ensure data quality and purpose.
Methods
Working groups were formed, among 48 representatives from academia and industry, including clinicians, computer scientists and industry representatives. These working groups focused on: Data Use, Data Structure, Data Exploration, and Data Governance. After working group …
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JA Eckhoff, G Rosman, MS Altieri, S Speidel… - Surgical Endoscopy, 2023