ArticleSensors (Basel, Switzerland)2023
Motion Smoothness-Based Assessment of Surgical Expertise: The Importance of Selecting Proper Metrics.
Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed.
- Performance using a visuo-haptic surgical simulator is affected by age.Advances in simulation (London, England) · 2026Article
- Towards measuring the challenge: a narrative review on existing concepts and parallels for surgical struggle.Surgical endoscopy · 2026Review
- Assessment of surgical proficiency based on evaluating muscle activity, bimanual muscle coordination, and fatigue susceptibility in simulated laparoscopic tasks.Medical & biological engineering & computing · 2026Article
- Spatiotemporal characteristics of eye-hand coordination among different skill levels in laparoscopic surgery.Surgical endoscopy · 2026Article
- Gaze Characteristics Using a Three-Dimensional Heads-Up Display During Cataract Surgery.Journal of eye movement research · 2025Article
- Smartwatch-based wrist tremor assessment in neurosurgical simulator training.Scientific reports · 2025Article
- Comparison Between Scene-Independent and Scene-Dependent Eye Metrics in Assessing Psychomotor Skills.Human factors · 2025Article
- Sensorimotor Challenges in Minimally Invasive Surgery: A Theoretically-Oriented Review.Human factors · 2025Review
- Investigating Haptic Feedback in Vision-Deficient Millirobot Telemanipulation.IEEE robotics and automation letters · 2024Article
- Quantifying the Impact of Motions on Human Aiming Performance: Evidence from Eye Tracking and Bio-Signals.Sensors (Basel, Switzerland) · 2024Article
- Surgical tooltip motion metrics assessment using virtual marker: an objective approach to skill assessment for minimally invasive surgery.International journal of computer assisted radiology and surgery · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
The smooth movement of hand/surgical instruments is considered an indicator of skilled, coordinated surgical performance. Jerky surgical instrument movements or hand tremors can cause unwanted damages to the surgical site. Different methods have been used in previous studies for assessing motion smoothness, causing conflicting results regarding the comparison among surgical skill levels. We recruited four attending surgeons, five surgical residents, and nine novices. The participants conducted three simulated laparoscopic tasks, including peg transfer, bimanual peg transfer, and rubber band translocation. Tooltip motion smoothness was computed using the mean tooltip motion jerk, logarithmic dimensionless tooltip motion jerk, and 95% tooltip motion frequency (originally proposed in this study) to evaluate their capability of surgical skill level differentiation. The results revealed that logarithmic dimensionless motion jerk and 95% motion frequency were capable of distinguishing skill levels, indicated by smoother tooltip movements observed in high compared to low skill levels. Contrarily, mean motion jerk was not able to distinguish the skill levels. Additionally, 95% motion frequency was less affected by the measurement noise since it did not require the calculation of motion jerk, and 95% motion frequency and logarithmic dimensionless motion jerk yielded a better motion smoothness assessment outcome in distinguishing skill levels than mean motion jerk.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.