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Outputs (3)

TEMSET-24K: Densely annotated dataset for indexing multipart endoscopic videos using surgical timeline segmentation (2025)
Journal Article

Indexing endoscopic surgical videos is vital in surgical data science, forming the basis for systematic retrospective analysis and clinical performance evaluation. Despite its significance, current video analytics rely on manual indexing, a time-cons... Read More about TEMSET-24K: Densely annotated dataset for indexing multipart endoscopic videos using surgical timeline segmentation.

Gamifying engagement in spatial crowdsourcing: An exploratory mixed-methods study on gamification impact among university students (2025)
Journal Article

Citizen science now relies heavily on digital platforms to engage the public in environmental data collection. Yet, many projects face declining participation over time. This study examines the effect of three elements of gamification—points, daily s... Read More about Gamifying engagement in spatial crowdsourcing: An exploratory mixed-methods study on gamification impact among university students.