A prospective study of the effect of video games on robotic surgery skills using the high-fidelity virtual reality RobotiX simulator

The Effects of Different Motor Teaching Strategies on Learning a Complex Motor Task

During the learning of a new sensorimotor task, individuals are usually provided with instructional stimuli and relevant information about the target task. The inclusion of haptic devices in the study of this kind of learning has greatly helped in the understanding of how an individual can improve or acquire new skills. However, the way in which the information and stimuli are delivered has not been extensively explored. We have designed a challenging task with nonintuitive visuomotor perturbation that allows us to apply and compare different motor strategies to study the teaching process and to avoid the interference of previous knowledge present in the naïve subjects. Three subject groups participated in our experiment, where the learning by repetition without assistance, learning by repetition with assistance, and task Segmentation Learning techniques were performed with a haptic robot. Our results show that all the groups were able to successfully complete the task and that the subjects' performance during training and evaluation was not affected by modifying the teaching strategy. Nevertheless, our results indicate that the presented task design is useful for the study of sensorimotor teaching and that the presented metrics are suitable for exploring the evolution of the accuracy and precision during learning.

Robotic Microsurgery in Extremity Reconstruction - Experience With a Novel Robotic System

Background: Robotic systems have successfully been introduced into other surgical fields in the past. First attempts with different setups are made in the field of microsurgery. The Symani® Surgical System, a flexible platform consisting of two robotic arms, features motion scaling with tremor filtration to address the demands and complexity of microsurgery. Symani's NanoWrist Instruments are the world's smallest, wristed surgical instruments, intended to improve a surgeon's range of motion beyond the capability of the human hand. This combination allows surgeons to scale their hand movements while seamlessly articulating the robotic micro instruments. Purpose: We report on our experience in extremity reconstruction with this novel system.Research Design: The Symani Surgical System® was used for 6 cases of extremity reconstruction. The surgeon controlled the manipulators along with the footswitch while either sitting away from the operating table relying on 3D visualization with an exoscope or sitting at the operating table using a standard microscope.Data Collection: Microsurgical anastomoses were performed in 4 patients (3 end-to-end arterial anastomoses and one end-to-side arterial anastomosis) and nerve grafting was performed in 2 patients.Results: Microvascular anastomoses were slower vs conventional microsurgery, but all anastomoses were patent. Epineural coaptation showed proper fascicle alignment and tissue manipulation could be kept to a minimum. The platform's motion scaling allows the surgeon to perform precise micro-movements with only minimal tissue manipulation and hard-to-reach anatomy becomes accessible more easily.Conclusions: Robotic microsurgery might gain importance in the nearer future but more data will need to be collected.

Exploring the use of driving simulation to improve robotic surgery simulator training: an observational case-control study

The correlation between driving skills and the ability to perform robotic surgery have not yet been discussed. Therefore, this study aimed to investigate the impact of driving skills on learning robotic surgery using a driving simulator and a robotic simulator. Sixty robot- and simulator-naïve participants were recruited: 30 with a driver's license and 30 without a driver's license. All participants completed a test on the driving simulator and learned four tasks using a robotic surgical simulator (dV-Trainer). On the driving simulator, the lap time in the driver's license group (D-Group) was significantly lower than that in the non-driver's license group (ND-Group) [217.93 ± 42.79 s vs. 271.24 ± 46.63 s, P < 0.001]. The average number of tires off track in the D-Group was lower than that in the ND-Group (0.13 ± 0.35 vs. 0.57 ± 0.63, P = 0.002). The baseline score of the D-Group on the robotic simulator was higher than that of the ND-Group (467.53 ± 107.62 vs. 385.53 ± 136.30, P = 0.022). In the Pick-and-Place-Clutching, Peg-Board-2, and Thread-the-Rings-1 tasks, the learning curve of the D-Group was steeper than that of the ND-Group. However, no significant difference was observed in the Match-Board-2 task. According to the lap time ranking, participants in the top tertile had a steeper learning curve than those in the bottom tertile, especially for the Pick-and-Place-Clutching and Peg-Board-2 tasks (P < 0.05). Significant differences were also found in the baseline and final stages of the Thread-the-Rings-1 task and in the initial stage of the Match-Board-2 task (P < 0.05). Students with a driver's license or better performance in racing games had more success in learning robotic surgery. Driving simulators may promote robotic surgery training.

Video gaming improves robotic surgery simulator success: a multi-clinic study on robotic skills

We aimed to investigate the effects of video game habits, duration of experience, and training in different surgical clinics on the success of robotic surgery simulators. In this prospective, observational, comparative, and multi-clinical study, all participants played Temple Run and Piano Tiles 2™ mobile games for 1 month, after answering a questionnaire including their sociodemographic characteristics, surgical experience, and past and current video game experience. At the end of the period, participants experienced four different robotic surgery simulator tasks (Camera Targeting 1, Energy Switching 1, Ring and Rail 2, Vertical Defect Suturing) in da Vinci® Skills Simulator™. Additionally, sociodemographic data were statistically analyzed with mobile game scores and 13 different performance scores obtained from the simulator. All robotic surgery simulator skill applications were carried out at Ege University Hospital in Izmir. All surgical residents in the general surgery, urology, and pediatric surgery clinics were included in the study. Sixty of the sixty-four participants in total completed all the processes. Four participants were excluded from the study. When clinical performances were compared, it was seen that the general surgery clinic performed better than other clinics in two parameters (overall score, time to complete) of the 'Camera Targeting' task (p = 0.01 and p = 0.006). Participants with mobile phone games experience were successful in the 'Energy Switching' task with less misapplied energy time (p = 0.039). Participants with high scores in Piano Tiles 2™ were more successful in the 'Energy Switching' task and completed the 'Ring Rail' task with fewer movements (p < 0.05). Participants with more surgical and laparoscopic surgery experience scored higher in the 'Camera Targeting' and 'Energy Switching' tasks and completed the assignments with less movement. Again, these participants completed the 'Vertical Defect Suturing' task faster and the 'Ring Rail' task with less movement. In addition, participants with more laparoscopy experience scored higher in the 'Ring Rail' task (p < 0.05). In this study, we showed the effect of recent gaming experience on robotic surgery abilities along with previous video game experience. For surgeons and surgeon candidates in robotic surgery training, the importance of video game-based learning techniques will increase when combined with rapidly developing simulation technologies.ClinicalTrials.gov Identifier: NCT05510960.

Transfer of open and laparoscopic skills to robotic surgery: a systematic review

Due to its advantages over open surgery and conventional laparoscopy, uptake of robot-assisted surgery has rapidly increased. It is important to know whether the existing open or laparoscopic skills of robotic novices shorten the robotic surgery learning curve, potentially reducing the amount of training required. This systematic review aims to assess psychomotor skill transfer to the robot in clinical and simulated settings. PubMed, EMBASE, Cochrane Library and Scopus databases were systematically searched in accordance with PRISMA guidelines from inception to August 2021 alongside website searching and citation chaining. Article screening, data extraction and quality assessment were undertaken by two independent reviewers. Outcomes included simulator performance metrics or in the case of clinical studies, peri- and post-operative metrics. Twenty-nine studies met the eligibility criteria. All studies were judged to be at high or moderate overall risk of bias. Results were narratively synthesised due to heterogeneity in study designs and outcome measures. Two of the three studies assessing open surgical skill transfer found evidence of successful skill transfer while nine of twenty-seven studies evaluating laparoscopic skill transfer found no evidence. Skill transfer from both modalities is most apparent when advanced robotic tasks are performed in the initial phase of the learning curve but quality and methodological limitations of the existing literature prevent definitive conclusions. The impact of incorporating laparoscopic simulation into robotic training curricula and on the cost effectiveness of training should be investigated.

Video game experience affects performance, cognitive load, and brain activity in laparoscopic surgery training

Objectives

Video games can be a valuable tool for surgery training. Individuals who interact or play video games tend to have a better visuospatial ability when compared to non-gamers. Numerous studies suggest that video game experience is associated with faster acquisition, greater sharpening, and longer retention of laparoscopic skills. Given the neurocognitive complexity of surgery skill, multimodal approaches are required to understand how video game playing enhances laparoscopy skill.

Material and Methods

Twenty-seven students with no laparoscopy experience and varying levels of video game experience performed standard laparoscopic training tasks. Their performance, subjective cognitive loading, and prefrontal cortical activity were recorded and analyzed. As a reference point to use in comparing the two novice groups, we also included data from 13 surgeons with varying levels of laparoscopy experience and no video game experience.

Results

Results indicated that video game experience was correlated with higher performance (R2 = 0.22, p <0.01) and lower cognitive load (R2 = 0.21, p <0.001), and the prefrontal cortical activation of students with gaming experience was relatively lower than those without gaming experience. In terms of these variables, gaming experience in novices tended to produce effects similar to those of laparoscopy experience in surgeons.

Conclusion

Our results suggest that along the dimensions of performance, cognitive load, and brain activity, the effects of video gaming experience on novice laparoscopy trainees are similar to those of real-world laparoscopy experience on surgeons. We believe that the neural underpinnings of surgery skill and its links with gaming experience need to be investigated further using wearable functional brain imaging.

Gamification in otolaryngology: A narrative review

INTRODUCTION

The medical field has incorporated gamification elements into education platforms over the past decade. The standard definition for gamification that has been adopted by most research studies is the addition of game elements and game mechanics within a platform to enhance user engagement. In this review, seven established, consolidated components, as well as an additional new or novel component, will be evaluated: a point system/leaderboards, question banks or gradable content, social interaction with other participants, leaderboards, progress or levels, immediate feedback, badges/icons or a reward system, and the novel component, a story line.

METHODS

Two reviewers searched MEDLINE, Cochrane, PsycINFO, Web of Knowledge, and the Nursing Registry. This review compares the one identified otolaryngology study with current residency education gamification practices within the medical field.The authors searched "residency AND gamification", "residency AND video games", and "residency AND games". After applying exclusion criteria, the 13 remaining studies included a procedure, questions/scenarios, and at least three gamification elements.

RESULTS

Across the 13 studies, the average number of included gamification elements was higher than the minimum threshold of three (3.84). Ten of the studies incorporated leaderboards, feedback, and social interaction; eight incorporated a question bank; and four incorporated progress bars, rewards, and story lines. The otolaryngology study incorporated four of the gamification components: a point system, instant feedback/solution after a question was answered, player-to-player communication, and a leaderboard.

CONCLUSION

Review of the current literature found that the medical field has limited research regarding the use of gamification in educational platforms. Despite many simulation studies and attempts at gamification, the medical community has not fully embraced gamification within residency education. In closing, the medical education community should establish a definition of "gamification" and survey residency programs to identify desired gamification elements.

Review of automated performance metrics to assess surgical technical skills in robot-assisted laparoscopy

INTRODUCTION

Robot-assisted laparoscopy is a safe surgical approach with several studies suggesting correlations between complication rates and the surgeon's technical skills. Surgical skills are usually assessed by questionnaires completed by an expert observer. With the advent of surgical robots, automated surgical performance metrics (APMs)-objective measures related to instrument movements-can be computed. The aim of this systematic review was thus to assess APMs use in robot-assisted laparoscopic procedures. The primary outcome was the assessment of surgical skills by APMs and the secondary outcomes were the association between APM and surgeon parameters and the prediction of clinical outcomes.

METHODS

A systematic review following the PRISMA guidelines was conducted. PubMed and Scopus electronic databases were screened with the query "robot-assisted surgery OR robotic surgery AND performance metrics" between January 2010 and January 2021. The quality of the studies was assessed by the medical education research study quality instrument. The study settings, metrics, and applications were analysed.

RESULTS

The initial search yielded 341 citations of which 16 studies were finally included. The study settings were either simulated virtual reality (VR) (4 studies) or real clinical environment (12 studies). Data to compute APMs were kinematics (motion tracking), and system and specific events data (actions from the robot console). APMs were used to differentiate expertise levels, and thus validate VR modules, predict outcomes, and integrate datasets for automatic recognition models. APMs were correlated with clinical outcomes for some studies.

CONCLUSIONS

APMs constitute an objective approach for assessing technical skills. Evidence of associations between APMs and clinical outcomes remain to be confirmed by further studies, particularly, for non-urological procedures. Concurrent validation is also required.

The effects of gender, age, and videogame experience on performance and experiences with a surgical robotic arm: an exploratory study with general public

Robotic surgery is increasing in prevalence, thanks to its potential benefits for patients (e.g., reduced blood loss) and surgeons (e.g., ergonomics). It is important to know what inherent characteristics of potential surgeons may facilitate robotic surgery training and performance. Findings from previous studies indicate videogames can be inexpensive tools that help improve hand-eye coordination, coordination of 3-D movements with 2-D images, and spatial orientation. In the context of robotic-assisted knee arthroscopy using a MAKO robotic arm, this study explored performance and subjective experiences of novices (N = 104) with a fake bone shaving task at a public event. Participants' performance was measured based on how much of the bone they successfully shaved. Findings showed that duration of videogame play per week was negatively related to performance with the robotic arm. Male and female participants performed similarly on the bone shaving task, and reported similar difficulty with and enjoyment of the task. However, female participants who played videogames performed better than those who did not play videogames. Participants who were younger than 11 had the worst performance and the most difficulty with the robotic arm. Overall, the findings indicate that the effect of videogame experience on the performance with the robotic arm may differ based on gender and age. This has implications on the length of training for surgeons of different gender using videogames and other emerging technologies.

Can video games enhance surgical skills acquisition for medical students? A systematic review

OBJECTIVE

To systematically assess literature examining the impact of being a gamer or participating in video-game-based training on surgical skills acquisition amongst medical students.

BACKGROUND

Video games and surgical procedures share similar skills such as visuospatial abilities and hand-eye coordination; therefore, video games can be a valuable tool for surgical training amongst medical students. However, comprehensive, up-to-date systematic reviews are necessary to confirm.

METHODS

A systematic literature search of PubMed, MEDLINE, and EMBASE was performed in April 2020 with no limits set on the date of publication. Observational and randomized controlled studies were included. Quality and bias were assessed using the Newcastle-Ottawa Scale for nonrandomized studies and the Grading of Recommendations Assessment, Development and Evaluation system for randomized studies.

RESULTS

A total of 575 participants from 16 studies were included. The most common surgical skills tested were laparoscopy (n = 283, from 8 studies) and robotic surgery (n = 199, from 5 studies). A history of gaming and video-game-based training were associated with improved metrics in robotic surgery and laparoscopy, respectively. Neither was beneficial in arthroscopy or bronchoscopy. Studies using the Wii U and Underground reported significant improvement in overall laparoscopic performance.

CONCLUSION

Video games demonstrate potential as adjunctive training in surgical skill education, with a history of gaming and video-game-based training being beneficial in robotic surgery and laparoscopy, respectively. Methodological heterogeneity amongst included studies limit the ability to make conclusive decisions; thus, future studies with long-term follow-up, larger sample sizes, outcomes stratified by video-game characteristics, and up-to-date technology are necessary.

Complete mesocolic excision in minimally invasive surgery of colonic cancer: do we need the robot?

Background

Robotic surgery offers favorable prerequisites for complex minimally invasive surgeries which are delivered by higher degrees of freedom, improved instrument stability, and a perfect visualization in 3D which is fully surgeon controlled. In this article we aim to assess its impact on complete mesocolic excision (CME) in colon cancer and to answer the question of whether the current evidence expresses a need for robotic surgery for this indication.

Methods

Retrospective analysis and review of the current literature on complete mesocolic excision for colon cancer comparing the outcome after open, laparoscopic, and robotic approaches.

Results

Complete mesocolic excision results in improved disease-free survival and reduced local recurrence, but turns out to be complex and prone to complications. Introduced in open surgery, the transfer to minimally invasive surgery resulted in comparable results, however, with high conversion rates. In comparison, robotic surgery shows a reduced conversion rate and a tendency toward higher lymph node yield. Data, however, are insufficient and no high-quality studies have been published to date. Almost no oncologic follow-up data are available in the literature.

Conclusion

The current data do not allow for a reliable conclusion on the need of robotic surgery for CME, but show results which hypothesize an equivalence if not superiority to laparoscopy. Due to recently published technical improvements for robotic CME and supplementary features of this method, we suppose that this approach will gain in importance in the future.