TY - JOUR
T1 - Virtual pointer for gaze guidance in laparoscopic surgery
AU - Feng, Yuanyuan
AU - McGowan, Hannah
AU - Semsar, Azin
AU - Zahiri, Hamid R.
AU - George, Ivan M.
AU - Park, Adrian
AU - Kleinsmith, Andrea
AU - Mentis, Helena
N1 - Funding Information:
The authors would like to acknowledge Dr. Timothy Turner for his support in preparing for data collection and the SAIL Center at Anne Arundel Medical Center for providing the equipment and space. This work was sponsored by NSF Grant IIS #1422671 and #1552837.
Funding Information:
The authors would like to acknowledge Dr. Timothy Turner for his support in preparing for data collection and the SAIL Center at Anne Arundel Medical Center for providing the equipment and space. This work was sponsored by NSF Grant IIS #1422671 and #1552837.
Funding Information:
This study is sponsored by National Science Foundation Grant IIS #1422671 and #1552837.
Publisher Copyright:
© 2019, Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2020/8/1
Y1 - 2020/8/1
N2 - Background: A challenge of laparoscopic surgery is learning how to interpret the indirect view of the operative field. Acquiring professional vision—understanding what to see and which information to attend to, is thereby an essential part of laparoscopic training and one in which trainers exert great effort to convey. We designed a virtual pointer (VP) that enables experts to point or draw free-hand sketches over an intraoperative laparoscopic video for a novice to see. This study aimed to investigate the efficacy of the virtual pointer in guiding novices’ gaze patterns. Methods: We conducted a counter-balanced, within-subject trial to compare the novices’ gaze behaviors in laparoscopic training with the virtual pointer compared to a standard training condition, i.e., verbal instruction with un-mediated gestures. In the study, seven trainees performed four simulated laparoscopic tasks guided by an experienced surgeon as the trainer. A Tobii Pro X3-120 eye-tracker was used to capture the trainees’ eye movements. The measures include fixation rate, i.e., the frequency of trainees’ fixations, saccade amplitude, and fixation concentration, i.e., the closeness of trainees’ fixations. Results: No significant difference in fixation rate or saccade amplitude was found between the virtual pointer condition and the standard condition. In the virtual pointer condition, trainees’ fixations were more concentrated (p = 0.039) and longer fixations were more clustered, compared to the Standard condition (p = 0.008). Conclusions: The virtual pointer effectively improved surgical trainees’ in-the-moment gaze focus during the laparoscopic training by reducing their gaze dispersion and concentrating their attention on the anatomical target. These results suggest that technologies which support gaze training should be expert-driven and intraoperative to efficiently modify novices’ gaze behaviors.
AB - Background: A challenge of laparoscopic surgery is learning how to interpret the indirect view of the operative field. Acquiring professional vision—understanding what to see and which information to attend to, is thereby an essential part of laparoscopic training and one in which trainers exert great effort to convey. We designed a virtual pointer (VP) that enables experts to point or draw free-hand sketches over an intraoperative laparoscopic video for a novice to see. This study aimed to investigate the efficacy of the virtual pointer in guiding novices’ gaze patterns. Methods: We conducted a counter-balanced, within-subject trial to compare the novices’ gaze behaviors in laparoscopic training with the virtual pointer compared to a standard training condition, i.e., verbal instruction with un-mediated gestures. In the study, seven trainees performed four simulated laparoscopic tasks guided by an experienced surgeon as the trainer. A Tobii Pro X3-120 eye-tracker was used to capture the trainees’ eye movements. The measures include fixation rate, i.e., the frequency of trainees’ fixations, saccade amplitude, and fixation concentration, i.e., the closeness of trainees’ fixations. Results: No significant difference in fixation rate or saccade amplitude was found between the virtual pointer condition and the standard condition. In the virtual pointer condition, trainees’ fixations were more concentrated (p = 0.039) and longer fixations were more clustered, compared to the Standard condition (p = 0.008). Conclusions: The virtual pointer effectively improved surgical trainees’ in-the-moment gaze focus during the laparoscopic training by reducing their gaze dispersion and concentrating their attention on the anatomical target. These results suggest that technologies which support gaze training should be expert-driven and intraoperative to efficiently modify novices’ gaze behaviors.
KW - Eye tracking
KW - Fixation concentration
KW - Gaze guidance
KW - Intraoperative video annotation
KW - Laparoscopic training
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U2 - 10.1007/s00464-019-07141-x
DO - 10.1007/s00464-019-07141-x
M3 - Article
C2 - 31586251
AN - SCOPUS:85074343340
SN - 0930-2794
VL - 34
SP - 3533
EP - 3539
JO - Surgical endoscopy
JF - Surgical endoscopy
IS - 8
ER -