Dataset for self-practice of the peg transfer: Tool and wrist motion, eye gaze, and video measurements for multimodal skill analysis

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Authors: Jinwoo Oh, Shiyu Deng, Nathan Ka Ching Lau
Cited by: 1
References: 6

Abstract

This article describes a multimodal dataset on self-directed practice of the peg transfer task in the Fundamentals of Laparoscopic Surgery (FLS) curriculum. Nineteen university students self-practiced the FLS peg transfer task in multiple one-hour sessions consisting of alternating 10-minute practice blocks and 2-minute rest breaks. Data collection continued until participants met the proficiency criterion-ten non-consecutive trials completed within 48 s without dropping objects-or reached a maximum of six sessions. Across all participants, the dataset contains 85 sessions and 1971 trials. Each trial includes measurements from bilateral wrist inertial measurement units (IMUs), tool-handle IMUs, eye tracking, and trainer-box video that were concurrently recorded using a custom C# data logging software application. Trial-level annotations and performance metrics include task completion time, number of objects dropped, and experimenter comments. The dataset is publicly accessible from an institutional repository.

Fields of Study & Subjects

Gaze Tracking and Assistive Technology Motor Control and Adaptation Stroke Rehabilitation and Recovery

Publication details

Journal / source
Data in Brief
Volume
67
Pages
113010–113010
Publication date
22 June 2026
Language
EN