scholarly journals Developing expert gaze pattern in laparoscopic surgery requires more than behavioral training

2021 ◽  
Vol 14 (2) ◽  
Author(s):  
Sicong Liu ◽  
Rachel Donaldson ◽  
Ashwin Subramaniam ◽  
Hannah Palmer ◽  
Cosette D. Champion ◽  
...  

Expertise in laparoscopic surgery is realized through both manual dexterity and efficient eye movement patterns, creating opportunities to use gaze information in the educational process. To better understand how expert gaze behaviors are acquired through deliberate practice of technical skills, three surgeons were assessed and five novices were trained and assessed in a 5-visit protocol on the Fundamentals of Laparoscopic Surgery peg transfer task. The task was adjusted to have a fixed action sequence to allow recordings of dwell durations based on pre-defined areas of interest (AOIs). Trained novices were shown to reach more than 98% (M = 98.62%, SD = 1.06%) of their behavioral learning plateaus, leading to equivalent behavioral performance to that of surgeons. Despite this equivalence in behavioral performance, surgeons continued to show significantly shorter dwell durations at visual targets of current actions and longer dwell durations at future steps in the action sequence than trained novices (ps ≤ .03, Cohen’s ds > 2). This study demonstrates that, while novices can train to match surgeons on behavioral performance, their gaze pattern is still less efficient than that of surgeons, motivating surgical training programs to involve eye tracking technology in their design and evaluation.

2020 ◽  
Author(s):  
Sicong Liu ◽  
Rachel Donaldson ◽  
Ashwin Subramaniam ◽  
Hannah Palmer ◽  
Cosette Champion ◽  
...  

AbstractBackgroundExperts consistently exhibit more efficient gaze behaviors than non-experts during motor tasks. In surgery, experts have been shown to gaze more at surgical targets than surgical tools during simple simulations and when watching surgical recordings, suggesting a proactive control strategy with greater use of feedforward visual sampling. To investigate such expert gaze behaviors in a more dynamic and complex laparoscopic surgery simulation, the current study measured and compared gaze patterns between surgeons and novices who practiced extensively with laparoscopic simulation.MethodsThree surgeons were assessed in a testing visit and five novices were trained and assessed (at pre-, mid-, and post-training points) in a 5-visit protocol on the Fundamentals of Laparoscopic Surgery peg transfer task. The task was adjusted to have a fixed action sequence to allow recordings of dwell durations based on pre-defined areas of interest (AOIs). Novices’ individualized learning curves were analyzed using an inverse function model, and group-level differences were tested using analysis of variance on both behavioral performance and dwell duration measures.ResultsTrained novices were shown to reach more than 98% (M = 98.62%, SD = 1.06%) of their behavioral learning plateaus, leading to equivalent behavioral performance to that of surgeons. Despite this equivalence in behavioral performance, surgeons continued to show significantly shorter dwell durations at visual targets of current actions and longer dwell durations at future steps in the action sequence than trained novices (ps ≤ .03, Cohen’s ds > 2).ConclusionThis study demonstrates that, whereas novices can train to match surgeons on behavioral performance, their gaze pattern is still less efficient than that of surgeons, suggesting that eye-tracking metrics might be more sensitive than behavioral performance in detecting surgical expertise. Such insight can be applied to develop training protocols so non-experts can internalize experts’ “gaze templates” to accelerate learning.Article SummaryGaze pattern differences persist between laparoscopic surgery experts and novices who have been trained to reach over 98% of individualized behavioral learning plateaus in the Fundamentals of Laparoscopic Surgery (FLS) peg transfer task.The importance of this finding lies in motivating the decision and method of including gaze behaviors via eyetracking technology in the present surgical training programs.


eLife ◽  
2019 ◽  
Vol 8 ◽  
Author(s):  
Briac Halbout ◽  
Andrew T Marshall ◽  
Ali Azimi ◽  
Mimi Liljeholm ◽  
Stephen V Mahler ◽  
...  

Efficient foraging requires an ability to coordinate discrete reward-seeking and reward-retrieval behaviors. We used pathway-specific chemogenetic inhibition to investigate how rats’ mesolimbic and mesocortical dopamine circuits contribute to the expression and modulation of reward seeking and retrieval. Inhibiting ventral tegmental area dopamine neurons disrupted the tendency for reward-paired cues to motivate reward seeking, but spared their ability to increase attempts to retrieve reward. Similar effects were produced by inhibiting dopamine inputs to nucleus accumbens, but not medial prefrontal cortex. Inhibiting dopamine neurons spared the suppressive effect of reward devaluation on reward seeking, an assay of goal-directed behavior. Attempts to retrieve reward persisted after devaluation, indicating they were habitually performed as part of a fixed action sequence. Our findings show that complete bouts of reward seeking and retrieval are behaviorally and neurally dissociable from bouts of reward seeking without retrieval. This dichotomy may prove useful for uncovering mechanisms of maladaptive behavior.


10.2196/17719 ◽  
2020 ◽  
Vol 22 (8) ◽  
pp. e17719
Author(s):  
M D Grima-Murcia ◽  
Francisco Sanchez-Ferrer ◽  
Jose Manuel Ramos-Rincón ◽  
Eduardo Fernández

Background The objective structured clinical examination (OSCE) is a test used throughout Spain to evaluate the clinical competencies, decision making, problem solving, and other skills of sixth-year medical students. Objective The main goal of this study is to explore the possible applications and utility of portable eye-tracking systems in the setting of the OSCE, particularly questions associated with attention and engagement. Methods We used a portable Tobii Glasses 2 eye tracker, which allows real-time monitoring of where the students were looking and records the voice and ambient sounds. We then performed a qualitative and a quantitative analysis of the fields of vision and gaze points attracting attention as well as the visual itinerary. Results Eye-tracking technology was used in the OSCE with no major issues. This portable system was of the greatest value in the patient simulators and mannequin stations, where interaction with the simulated patient or areas of interest in the mannequin can be quantified. This technology proved useful to better identify the areas of interest in the medical images provided. Conclusions Portable eye trackers offer the opportunity to improve the objective evaluation of candidates and the self-evaluation of the stations used as well as medical simulations by examiners. We suggest that this technology has enough resolution to identify where a student is looking at and could be useful for developing new approaches for evaluating specific aspects of clinical competencies.


2020 ◽  
Author(s):  
M D Grima-Murcia ◽  
Francisco Sanchez-Ferrer ◽  
Jose Manuel Ramos-Rincón ◽  
Eduardo Fernández

BACKGROUND The objective structured clinical examination (OSCE) is a test used throughout Spain to evaluate the clinical competencies, decision making, problem solving, and other skills of sixth-year medical students. OBJECTIVE The main goal of this study is to explore the possible applications and utility of portable eye-tracking systems in the setting of the OSCE, particularly questions associated with attention and engagement. METHODS We used a portable Tobii Glasses 2 eye tracker, which allows real-time monitoring of where the students were looking and records the voice and ambient sounds. We then performed a qualitative and a quantitative analysis of the fields of vision and gaze points attracting attention as well as the visual itinerary. RESULTS Eye-tracking technology was used in the OSCE with no major issues. This portable system was of the greatest value in the patient simulators and mannequin stations, where interaction with the simulated patient or areas of interest in the mannequin can be quantified. This technology proved useful to better identify the areas of interest in the medical images provided. CONCLUSIONS Portable eye trackers offer the opportunity to improve the objective evaluation of candidates and the self-evaluation of the stations used as well as medical simulations by examiners. We suggest that this technology has enough resolution to identify where a student is looking at and could be useful for developing new approaches for evaluating specific aspects of clinical competencies.


Author(s):  
Natalie R. Lodinger ◽  
Patricia R. DeLucia

Prior research on interruptions examined the effects of different characteristics of the primary and interrupting tasks on performance of the primary task. One measure is the resumption lag– the time between the end of the interrupting task and the next action in the resumed primary task (Altmann & Trafton, 2004). Prior research showed that an increase in the workload of a task results in an increase in resumption lag (Iqbal & Bailey, 2005). A common feature of prior studies of resumption lag is the use of computer-based tasks. However, interruptions occur in other types of tasks, such as laparoscopic surgery in which errors can result in serious consequences for the patient (Gillespie Chaboyer & Fairweather, 2012). Common interruptions during laparoscopic surgery include equipment failures and communication with team members (e.g., Gillespie et al.,2012). In laparoscopic surgery, a small incision is made in the patient, and a laparoscope is placed inside the body cavity. The surgeon typically views the surgical site on a two-dimensional screen rather than in three-dimensions as in open surgery (Chan et al., 1997). The two-dimensional camera image imposes perceptual and cognitive demands on the surgeon, such as impaired depth perception (Chan et al., 1997; DeLucia & Griswold, 2011) and a limited field-of-view of the site (DeLucia & Griswold, 2011). The present study examined whether top-view and side-view camera angles, which putatively impose different cognitive demands (DeLucia & Griswold, 2011), would differentially affect the resumption lag in a visual-motor task. Participants completed a peg transfer task in which they were interrupted with a mental rotation task of different durations and rotation angles. The duration of the mental rotation task was either short (6 s) or long (12 s), representing relatively low and high cognitive demands, respectively. Smaller rotation angles (0, 60, and 300 degrees from vertical) and greater rotation angles (120, 180 and 240 degrees from vertical) presumably imposed smaller and larger cognitive demands, respectively. Resumption lag was measured as the time between the end of the interruption and the first time a peg was touched in the resumed peg transfer task. Participants needed significantly more time to resume the peg transfer task with the side view compared to the top view, and with the longer mental rotation task duration compared to the shorter duration. The main effect of rotation angle was not significant. The side view also resulted in higher ratings of mental demand, effort, and frustration on the Raw Task Load Index (RTLX), the ratings-only portion of the NASA-TLX (Hart, 2006). Thus, a visual-motor task that is higher in cognitive demand can result in more time to resume a primary task following an interruption. Practical implications are that camera viewing angles associated with lower cognitive demands should be preferred in the operating room when feasible, and that interruption durations should be minimized. However, results also indicated that the side view resulted in longer movement times than the top view, even without an interruption, suggesting that factors other than cognitive demands may account for effects of camera angle on resumption lag; this should be examined in future research.


2021 ◽  
Vol 1199 (1) ◽  
pp. 012028
Author(s):  
E Franas ◽  
M Kočiško ◽  
J Kaščak ◽  
M Töröková ◽  
A Vodilka

Abstract Individual digital technologies which are aimed at simulation of real world elements are currently one of the most promising areas of interest. The growing popularity of the augmented, virtual reality technologies, as well as the industries in which their application has an increasing impact, is causing a sharp growth in the number of specialized software. An increasingly popular sector in which virtual and augmented reality has promising prospects in the field of education. It was this area that created space for the application of various software solutions during a pandemic situation. The application focused on the distance form of educational process, training and mediation of interactive experiences, which subsequently mitigate the teaching process, has found application not only in technically oriented areas. This article presents the possibilities for usage of the virtual environment created in the Rinoceros software, which is used as a supporting tool for the teaching process of technically oriented subjects. The article describes how to apply and modify specialized software for a specific area of use. Particular type of VR/AR devices are used to mediate an interactive form of teaching, towards a specific group of students. Due to the intention of increased efficiency of this process, the article presents the possibilities of using the multiuser - host/guest functions, for full interactivity of more users. This solution allows the users to work with 2D, 3D models and CAD model assemblies in a virtual environment. It also presents the possibilities and promising areas of use which describe the other software features and their possible application in other areas, such as reverse engineering and intuitive modeling.


Author(s):  
Natalie R. Lodinger ◽  
Patricia R. DeLucia

Objective: To determine whether top-view and side-view camera angles, which putatively impose different cognitive demands, differentially affect the resumption lag in a visual-motor task relevant to laparoscopic surgery. Background: Prior research showed that the time to resume a primary task after performing an interrupting task (resumption lag) increases with increases in the subjective workload of the primary task. Camera views used in laparoscopic surgery provide different views of the anatomy and have different cognitive costs and associated levels of workload. Method: Participants completed a peg transfer task while interrupted with a mental rotation task of different durations and angles of stimulus rotation. Results: Participants required significantly more time to resume the peg transfer task when using a side view than a top view and when interrupted for a longer duration. Participants’ ratings of subjective workload were consistent with these patterns of performance data; the side view resulted in longer resumption lags and was rated as greater in mental demand. Additionally, the time needed to resume the peg transfer task decreased across trials for both views. Conclusion: More time is required to resume an interrupted visual-motor task when it is more cognitively demanding than when it is less cognitively demanding possibly due to needing more time to learn the visual-motor mapping of the task higher in cognitive demand. Application: Training for laparoscopic surgery should include interruptions to allow surgeons to practice resuming a surgery-related task after an interruption and consequently shorten the time needed to resume the surgery-related task.


2020 ◽  
Vol 40 (12) ◽  
pp. 1269-1279
Author(s):  
Russell S Frautschi ◽  
Nadeera Dawlagala ◽  
Eric W Klingemier ◽  
Hannah S England ◽  
Nicholas R Sinclair ◽  
...  

Abstract Background The ability to quantitatively analyze how we look at a face and determine if this changes following facial surgery should be of interest to the plastic surgeon. Eye tracking technology (ETT) provides the ability to record where observers fixate when viewing a facial image, enabling quantitative data to be obtained comparing pre- and postoperative changes. Objectives The authors sought to investigate ETT as a novel outcome assessment tool, determining if facial rejuvenation surgery shifts attention away from the prominent signs of aging, and if so, where this attention shifts. Methods Twenty-five volunteers viewed 32 randomized frontal, oblique, and lateral images of 11 patients pre- and post-facelift. An eye movement monitoring system recorded the observer’s eye position, net dwell time, fixation count, fixation time, and revisits into predefined areas of interest. Data were grouped and analyzed by angle and areas of interest. Paired t tests were employed to detect significant differences in pre- and post-images. Results On frontal images, less dwell time, fixations, and revisits were noted on the bottom third, forehead, perioral region, and neck (P < 0.05). On the lateral view, less visual attention was given to the neck, upper third, and perioral region, with more time in the cheek, nose, and middle third (P < 0.05). On oblique images, less attention was given to the neck and upper lid with more aimed at the middle third of the face (P < 0.05). Conclusions ETT provides quantitative data post-facial rejuvenation. Facial aesthetic surgery does alter where observers look when viewing a face, decreasing the time spent inspecting the prominent signs of aging.


Sensors ◽  
2021 ◽  
Vol 21 (5) ◽  
pp. 1584
Author(s):  
Laleh Ghanbari ◽  
Chao Wang ◽  
Hyun Woo Jeon

It is essential to understand the effectiveness of any training program so it can be improved accordingly. Various studies have applied standard metrics for the evaluation of visual behavior to recognize the areas of interest that attract individuals’ attention as there is a high correlation between attentional behavior and where one is focusing on. However, through reviewing the literature, we believe that studies that applied eye-tracking technologies for training purposes are still limited, especially in the industrial energy assessment training field. In this paper, the effectiveness of industrial energy assessment training was quantitatively evaluated by measuring the attentional allocation of trainees using eye-tracking technology. Moreover, this study identifies the areas that require more focus based on evaluating the performance of subjects after receiving the training. Additionally, this research was conducted in a controlled environment to remove the distractions that may be caused by environmental factors to only concentrate on variables that influence the learning behavior of subjects. The experiment results showed that after receiving the training, the subjects’ performance in energy assessment was significantly improved in two areas: production, and recycling and waste management, and the designed training program enhanced the knowledge of participants in identifying energy-saving opportunities to the knowledge level of experienced participants.


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