ReviewSurgical endoscopy2023
New generation evaluations: video-based surgical assessments : A technology update.
Review in Surgical endoscopy, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
4 citing papers in PubMed, 6 citations in OpenAlex.
- From precision to strength: computer vision for suture quality assessment-an ex vivo pilot study.Surgical endoscopy · 2026Article
- Reliable Assessment of Healthcare Procedures: A Comparison of On-Site and Video-Based Methods.Advances in medical education and practice · 2026Article
- Using Kane's validity framework to examine the implications of feedback in simulation-based assessments.Advances in simulation (London, England) · 2025Article
- The new VBC: creating a video-based culture in general surgery residency.Surgical endoscopy · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSurgical skill training, assessment, and feedback are the backbone of surgical training. High-quality skills require expert supervision and evaluation throughout a resource-intensive multi-year training process. As technological barriers to internet access and the ability to save and upload surgical videos continue to improve, video-based assessment technology is emerging as a tool that could reshape surgical training for the next generation of surgeons. Video-based assessment platforms have the potential to allow surgeons from across the globe to upload their surgical videos online and receive high-quality, standardized, and unbiased feedback. They combine visual recordings of a surgeon's operative technique, with standardized grading tools that have the potential to significantly impact surgical training and technical skill acquisition across the world.
methodThe platforms included in this review are in various stages of development after a thorough discussion with national experts on the SAGES TAVAC (Technology and Value Assessments) Committee. For each VBA program, a description of its platform was given and a literature review was obtained using a PubMed search performed from inception until December 2021.
resultsThe study reviewed all video-based assessment programs currently available in the market, identified their strengths and weaknesses, and how they can be optimized in future.
conclusionThe technological platforms will play a key role in the training and technical skill acquisition of the next generation of surgeons and can have an immense impact on patient care across the world. There is immense potential for all these platforms to grow and become incorporated within the framework of an effective surgical training program.
Indexed as
Identifiers
What OpenQuestion holds
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.