Literature DB >> 23519488

"PhacoTracking": an evolving paradigm in ophthalmic surgical training.

Phillip Smith1, Lilian Tang, Vassilis Balntas, Karen Young, Yannis Athanasiadis, Paul Sullivan, Badrul Hussain, George M Saleh.   

Abstract

Motion analysis has been validated as a tool to evaluate surgical skill. We investigated a novel computer vision-based tool for the evaluation of surgical movements during cataract surgery. A prospective cohort analysis of 2 groups was performed. Ten videos of junior surgeons (ie, those with <200 cases) and 10 videos of senior surgeons (ie, those with >1000 cases) were analyzed. Movement parameters were measured over an entire procedure. Significant statistical differences were found between novice and expert surgeons for total path length (P = .002), number of movements (P = .05), and total time (P = .004). Our study has shown that computer vision-based motion analysis can be successfully applied to video recordings of cataract surgery to provide robust measurements of instrument motion. Further work needs to be done to evaluate its usefulness in training and feedback.

Entities:  

Mesh:

Year:  2013        PMID: 23519488     DOI: 10.1001/jamaophthalmol.2013.28

Source DB:  PubMed          Journal:  JAMA Ophthalmol        ISSN: 2168-6165            Impact factor:   7.389


  6 in total

Review 1.  Simulators in the training of surgeons: is it worth the investment in money and time? 2018 Jules Gonin lecture of the Retina Research Foundation.

Authors:  Morten la Cour; Ann Sofia Skou Thomsen; Mark Alberti; Lars Konge
Journal:  Graefes Arch Clin Exp Ophthalmol       Date:  2019-01-15       Impact factor: 3.117

2.  Man versus Machine: Software Training for Surgeons-An Objective Evaluation of Human and Computer-Based Training Tools for Cataract Surgical Performance.

Authors:  Nizar Din; Phillip Smith; Krisztina Emeriewen; Anant Sharma; Simon Jones; James Wawrzynski; Hongying Tang; Paul Sullivan; Silvestro Caputo; George M Saleh
Journal:  J Ophthalmol       Date:  2016-10-27       Impact factor: 1.909

3.  PhacoTrainer: A Multicenter Study of Deep Learning for Activity Recognition in Cataract Surgical Videos.

Authors:  Hsu-Hang Yeh; Anjal M Jain; Olivia Fox; Sophia Y Wang
Journal:  Transl Vis Sci Technol       Date:  2021-11-01       Impact factor: 3.283

4.  Evolution and Applications of Artificial Intelligence to Cataract Surgery.

Authors:  Daniel Josef Lindegger; James Wawrzynski; George Michael Saleh
Journal:  Ophthalmol Sci       Date:  2022-04-25

5.  Assessing Progression of Resident Proficiency during Ophthalmology Residency Training: Utility of Serial Clinical Skill Evaluations.

Authors:  Grace L Paley; Thomas S Shute; Geetha K Davis; Susan M Culican
Journal:  J Med Educ Train       Date:  2017-09-09

6.  Surgical efficiency in femtosecond laser cataract surgery compared with phacoemulsification cataract surgery: a case-control study.

Authors:  Alexander C Day; Phillip R Smith; Hongying Lilian Tang; Francesco Aiello; Badrul Hussain; Vincenzo Maurino; John Marshall; George M Saleh
Journal:  BMJ Open       Date:  2018-02-17       Impact factor: 2.692

  6 in total

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