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Published in: International Journal of Computer Assisted Radiology and Surgery 1/2014

01-01-2014 | Original Article

Assessing performance in brain tumor resection using a novel virtual reality simulator

Authors: Nicholas Gélinas-Phaneuf, Nusrat Choudhury, Ahmed R. Al-Habib, Anne Cabral, Etienne Nadeau, Vincent Mora, Valerie Pazos, Patricia Debergue, Robert DiRaddo, Rolando F. Del Maestro

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 1/2014

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Abstract

Purpose

NeuroTouch is a virtual reality (VR) simulator developed for neurosurgical skill training. Validation demonstrating that the system is useful and reliable is required for formal adoption into training curriculums. Face and content validity have been demonstrated for some neurosurgical simulators, but construct validity remains difficult to establish. A pilot validation study was conducted for a NeuroTouch training exercise.

Methods

Participants completed the internal resection of a simulated convexity meningioma and filled out questionnaires to provide feedback on the experience. Performance metrics included volume of tissues removed, tool path lengths, duration of excessive forces applied and efficient use of the aspirator. Results were analyzed according to participants’ level of training, gender, handedness, surgical experience in meningioma removal and hours/week playing musical instruments or video games.

Results

Seventy-two participants (10 medical students, 18 junior residents and 44 senior residents) were enrolled. Analyses demonstrated statistically significant increase in tumor removed and efficiency of ultrasonic aspirator use between medical students and residents, but not between junior and senior residents. After covariate adjustment for the number of meningioma cases operated on, multivariate analysis of the level of training became nonsignificant. Participants judged the exercise appropriate and realistic, desiring use of the system in current training programs.

Conclusion

We have conducted a pilot validation study for the NeuroTouch tumor resection scenario and demonstrated for the first time, face, content and construct validity of a VR neurosurgical simulation exercise. Future full-scale studies will be conducted in noncompetitive settings and incorporate expert participants.

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Appendix
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Literature
7.
go back to reference Choudhury N, Gelinas-Phaneuf N, Delorme S, Del Maestro RF (2012) Fundamentals of neurosurgery: virtual reality tasks for training and evaluation of technical skills. World Neurosurg. doi:10.1016/j.wneu.2012.08.022 Choudhury N, Gelinas-Phaneuf N, Delorme S, Del Maestro RF (2012) Fundamentals of neurosurgery: virtual reality tasks for training and evaluation of technical skills. World Neurosurg. doi:10.​1016/​j.​wneu.​2012.​08.​022
8.
go back to reference Delorme S, Laroche D, Diraddo R, Del Maestro RF (2012) NeuroTouch: a physics-based virtual simulator for cranial microneurosurgery training. Neurosurgery 71(1 Suppl Operative):ons32–ons42. doi:10.1227/NEU.0b013e318249c744 Delorme S, Laroche D, Diraddo R, Del Maestro RF (2012) NeuroTouch: a physics-based virtual simulator for cranial microneurosurgery training. Neurosurgery 71(1 Suppl Operative):ons32–ons42. doi:10.​1227/​NEU.​0b013e318249c744​
9.
10.
go back to reference Gallagher AG, Ritter EM, Champion H, Higgins G, Fried MP, Moses G, Smith CD, Satava RM (2005) Virtual reality simulation for the operating room: proficiency-based training as a paradigm shift in surgical skills training. Ann Surg 241(2):364–372PubMedCrossRef Gallagher AG, Ritter EM, Champion H, Higgins G, Fried MP, Moses G, Smith CD, Satava RM (2005) Virtual reality simulation for the operating room: proficiency-based training as a paradigm shift in surgical skills training. Ann Surg 241(2):364–372PubMedCrossRef
12.
go back to reference Ahlberg G, Enochsson L, Gallagher AG, Hedman L, Hogman C, McClusky DA 3rd, Ramel S, Smith CD, Arvidsson D (2007) Proficiency-based virtual reality training significantly reduces the error rate for residents during their first 10 laparoscopic cholecystectomies. Am J Surg 193(6):797–804. doi:10.1016/j.amjsurg.2006.06.050 PubMedCrossRef Ahlberg G, Enochsson L, Gallagher AG, Hedman L, Hogman C, McClusky DA 3rd, Ramel S, Smith CD, Arvidsson D (2007) Proficiency-based virtual reality training significantly reduces the error rate for residents during their first 10 laparoscopic cholecystectomies. Am J Surg 193(6):797–804. doi:10.​1016/​j.​amjsurg.​2006.​06.​050 PubMedCrossRef
13.
go back to reference Seymour NE, Gallagher AG, Roman SA, O’Brien MK, Bansal VK, Andersen DK, Satava RM (2002) Virtual reality training improves operating room performance: results of a randomized, double-blinded study. Ann Surg 236(4):458–463; discussion 463–454. doi:10.1097/01.SLA.0000028969.51489.B4 Seymour NE, Gallagher AG, Roman SA, O’Brien MK, Bansal VK, Andersen DK, Satava RM (2002) Virtual reality training improves operating room performance: results of a randomized, double-blinded study. Ann Surg 236(4):458–463; discussion 463–454. doi:10.​1097/​01.​SLA.​0000028969.​51489.​B4
15.
go back to reference Perrenot C, Perez M, Tran N, Jehl JP, Felblinger J, Bresler L, Hubert J (2012) The virtual reality simulator dV-Trainer®is a valid assessment tool for robotic surgical skills. Surg Endosc 26(9):2587–2593. doi:10.1007/s00464-012-2237-0 Perrenot C, Perez M, Tran N, Jehl JP, Felblinger J, Bresler L, Hubert J (2012) The virtual reality simulator dV-Trainer®is a valid assessment tool for robotic surgical skills. Surg Endosc 26(9):2587–2593. doi:10.​1007/​s00464-012-2237-0
16.
go back to reference Bajka M, Tuchschmid S, Fink D, Székely G, Harders M (2010) Establishing construct validity of a virtual-reality training simulator for hysteroscopy via a multimetric scoring system. Surg Endosc 24(1):79–88PubMedCrossRef Bajka M, Tuchschmid S, Fink D, Székely G, Harders M (2010) Establishing construct validity of a virtual-reality training simulator for hysteroscopy via a multimetric scoring system. Surg Endosc 24(1):79–88PubMedCrossRef
17.
18.
go back to reference Chaer RA, Derubertis BG, Lin SC, Bush HL, Karwowski JK, Birk D, Morrissey NJ, Faries PL, McKinsey JF, Kent KC (2006) Simulation improves resident performance in catheter-based intervention: results of a randomized, controlled study. Ann Surg 244(3):343–352PubMed Chaer RA, Derubertis BG, Lin SC, Bush HL, Karwowski JK, Birk D, Morrissey NJ, Faries PL, McKinsey JF, Kent KC (2006) Simulation improves resident performance in catheter-based intervention: results of a randomized, controlled study. Ann Surg 244(3):343–352PubMed
19.
go back to reference Marcus H, Vakharia V, Kirkman MA, Murphy M, Nandi D (2013) Practice makes perfect? The role of simulation-based deliberate practice and script-based mental rehearsal in the acquisition and maintenance of operative neurosurgical skills. Neurosurgery 72(Suppl 1):124–130. doi:10.1227/NEU.0b013e318270d010 PubMedCrossRef Marcus H, Vakharia V, Kirkman MA, Murphy M, Nandi D (2013) Practice makes perfect? The role of simulation-based deliberate practice and script-based mental rehearsal in the acquisition and maintenance of operative neurosurgical skills. Neurosurgery 72(Suppl 1):124–130. doi:10.​1227/​NEU.​0b013e318270d010​ PubMedCrossRef
20.
go back to reference Alaraj A, Charbel FT, Birk D, Tobin M, Luciano C, Banerjee PP, Rizzi S, Sorenson J, Foley K, Slavin K, Roitberg B (2013) Role of cranial and spinal virtual and augmented reality simulation using immersive touch modules in neurosurgical training. Neurosurgery 72(Suppl 1):115–123. doi:10.1227/NEU.0b013e3182753093 PubMedCentralPubMedCrossRef Alaraj A, Charbel FT, Birk D, Tobin M, Luciano C, Banerjee PP, Rizzi S, Sorenson J, Foley K, Slavin K, Roitberg B (2013) Role of cranial and spinal virtual and augmented reality simulation using immersive touch modules in neurosurgical training. Neurosurgery 72(Suppl 1):115–123. doi:10.​1227/​NEU.​0b013e3182753093​ PubMedCentralPubMedCrossRef
21.
go back to reference Luciano CJ, Banerjee PP, Sorenson JM, Foley KT, Ansari SA, Rizzi S, Germanwala AV, Kranzler L, Chittiboina P, Roitberg BZ (2013) Percutaneous spinal fixation simulation with virtual reality and haptics. Neurosurgery 72(Suppl 1):89–96. doi:10.1227/NEU.0b013e3182750a8d PubMedCrossRef Luciano CJ, Banerjee PP, Sorenson JM, Foley KT, Ansari SA, Rizzi S, Germanwala AV, Kranzler L, Chittiboina P, Roitberg BZ (2013) Percutaneous spinal fixation simulation with virtual reality and haptics. Neurosurgery 72(Suppl 1):89–96. doi:10.​1227/​NEU.​0b013e3182750a8d​ PubMedCrossRef
22.
go back to reference Banerjee PP, Luciano CJ, Lemole GM Jr, Charbel FT, Oh MY (2007) Accuracy of ventriculostomy catheter placement using a head- and hand-tracked high-resolution virtual reality simulator with haptic feedback. J Neurosurg 107(3):515–521. doi:10.3171/JNS-07/09/0515 PubMedCrossRef Banerjee PP, Luciano CJ, Lemole GM Jr, Charbel FT, Oh MY (2007) Accuracy of ventriculostomy catheter placement using a head- and hand-tracked high-resolution virtual reality simulator with haptic feedback. J Neurosurg 107(3):515–521. doi:10.​3171/​JNS-07/​09/​0515 PubMedCrossRef
23.
go back to reference Luciano CJ, Banerjee PP, Bellotte B, Oh GM, Lemole Jr M, Charbel FT, Roitberg B (2011) Learning retention of thoracic pedicle screw placement using a high-resolution augmented reality simulator with haptic feedback. Neurosurgery 69 (1 Suppl Operative):ons14–ons19; discussion ons19. doi:10.1227/NEU.0b013e31821954ed Luciano CJ, Banerjee PP, Bellotte B, Oh GM, Lemole Jr M, Charbel FT, Roitberg B (2011) Learning retention of thoracic pedicle screw placement using a high-resolution augmented reality simulator with haptic feedback. Neurosurgery 69 (1 Suppl Operative):ons14–ons19; discussion ons19. doi:10.​1227/​NEU.​0b013e31821954ed​
24.
go back to reference Neubauer A, Brooks R, Brouwer I, Debergue P, Laroche D (2012) Haptic collision handling for simulation of transnasal surgery. Comput Animat Virtual Worlds. doi:10.1002/cav.1489 Neubauer A, Brooks R, Brouwer I, Debergue P, Laroche D (2012) Haptic collision handling for simulation of transnasal surgery. Comput Animat Virtual Worlds. doi:10.​1002/​cav.​1489
25.
go back to reference Borgeat L, Massicotte P, Poirier G, Godin G (2011) Layered surface fluid simulation for surgical training. Med Image Comput Comput Assist Interv MICCAI 14(Pt 1):323–330 Borgeat L, Massicotte P, Poirier G, Godin G (2011) Layered surface fluid simulation for surgical training. Med Image Comput Comput Assist Interv MICCAI 14(Pt 1):323–330
26.
go back to reference Delorme S, Cabral A, Ayres F, Jiang D (2011) Modeling the thermal effect of the bipolar electrocautery for neurosurgery simulation. Stud Health Technol Inform 163:166–172PubMed Delorme S, Cabral A, Ayres F, Jiang D (2011) Modeling the thermal effect of the bipolar electrocautery for neurosurgery simulation. Stud Health Technol Inform 163:166–172PubMed
27.
go back to reference Jiang D, Choudhury N, Mora V, Delorme S (2010) Characterization of suction and CUSA interaction with brain tissue. In: Paper presented at the proceedings of the 5th international conference on Biomedical simulation, Phoenix, AZ, USA Jiang D, Choudhury N, Mora V, Delorme S (2010) Characterization of suction and CUSA interaction with brain tissue. In: Paper presented at the proceedings of the 5th international conference on Biomedical simulation, Phoenix, AZ, USA
28.
go back to reference Mora V, Jiang D, Brooks R, Delorme S (2009) A computer model of soft tissue interaction with a surgical aspirator. Med Image Comput Comput Assist Interv MICCAI 12(Pt 1):51–58 Mora V, Jiang D, Brooks R, Delorme S (2009) A computer model of soft tissue interaction with a surgical aspirator. Med Image Comput Comput Assist Interv MICCAI 12(Pt 1):51–58
29.
go back to reference Lemole M, Banerjee PP, Luciano C, Charbel F, Oh M (2009) Virtual ventriculostomy with ‘shifted ventricle’: neurosurgery resident surgical skill assessment using a high-fidelity haptic/graphic virtual reality simulator. Neurol Res 31(4):430–431. doi:10.1179/174313208X353695 PubMedCrossRef Lemole M, Banerjee PP, Luciano C, Charbel F, Oh M (2009) Virtual ventriculostomy with ‘shifted ventricle’: neurosurgery resident surgical skill assessment using a high-fidelity haptic/graphic virtual reality simulator. Neurol Res 31(4):430–431. doi:10.​1179/​174313208X353695​ PubMedCrossRef
30.
go back to reference Iwata N, Fujiwara M, Kodera Y, Tanaka C, Ohashi N, Nakayama G, Koike M, Nakao A (2011) Construct validity of the LapVR virtual-reality surgical simulator. Surg Endosc 25(2):423–428. doi:10.1007/s00464-010-1184-x Iwata N, Fujiwara M, Kodera Y, Tanaka C, Ohashi N, Nakayama G, Koike M, Nakao A (2011) Construct validity of the LapVR virtual-reality surgical simulator. Surg Endosc 25(2):423–428. doi:10.​1007/​s00464-010-1184-x
31.
go back to reference Bajka M, Tuchschmid S, Fink D, Székely G, Harders M (2010) Establishing construct validity of a virtual-reality training simulator for hysteroscopy via a multimetric scoring system. Surg Endosc 24(1):79–88PubMedCrossRef Bajka M, Tuchschmid S, Fink D, Székely G, Harders M (2010) Establishing construct validity of a virtual-reality training simulator for hysteroscopy via a multimetric scoring system. Surg Endosc 24(1):79–88PubMedCrossRef
32.
go back to reference Pellen MGC, Horgan LF, Barton JR, Attwood SE (2009) Construct validity of the ProMIS laparoscopic simulator. Surg Endosc 23(1):130–139PubMedCrossRef Pellen MGC, Horgan LF, Barton JR, Attwood SE (2009) Construct validity of the ProMIS laparoscopic simulator. Surg Endosc 23(1):130–139PubMedCrossRef
34.
go back to reference Fried MP, Sadoughi B, Weghorst SJ, Zeltsan M, Cuellar H, Uribe JI, Sasaki CT, Ross DA, Jacobs JB, Lebowitz RA, Satava RM (2007) Construct validity of the endoscopic sinus surgery simulator: II. Assessment of discriminant validity and expert benchmarking. Arch Otolaryngol Head Neck Surg 133(4):350–357. doi:10.1001/archotol.133.4.350 PubMedCrossRef Fried MP, Sadoughi B, Weghorst SJ, Zeltsan M, Cuellar H, Uribe JI, Sasaki CT, Ross DA, Jacobs JB, Lebowitz RA, Satava RM (2007) Construct validity of the endoscopic sinus surgery simulator: II. Assessment of discriminant validity and expert benchmarking. Arch Otolaryngol Head Neck Surg 133(4):350–357. doi:10.​1001/​archotol.​133.​4.​350 PubMedCrossRef
35.
go back to reference Paschold M, Schroder M, Kauff DW, Gorbauch T, Herzer M, Lang H, Kneist W (2011) Virtual reality laparoscopy: which potential trainee starts with a higher proficiency level? Int J Comput Assist Radiol Surg 6(5):653–662. doi:10.1007/s11548-010-0542-4 PubMedCrossRef Paschold M, Schroder M, Kauff DW, Gorbauch T, Herzer M, Lang H, Kneist W (2011) Virtual reality laparoscopy: which potential trainee starts with a higher proficiency level? Int J Comput Assist Radiol Surg 6(5):653–662. doi:10.​1007/​s11548-010-0542-4 PubMedCrossRef
36.
go back to reference Kolozsvari NO, Andalib A, Kaneva P, Cao J, Vassiliou MC, Fried GM, Feldman LS (2011) Sex is not everything: the role of gender in early performance of a fundamental laparoscopic skill. Surg Endosc 25(4):1037–1042. doi:10.1007/s00464-010-1311-8 PubMedCrossRef Kolozsvari NO, Andalib A, Kaneva P, Cao J, Vassiliou MC, Fried GM, Feldman LS (2011) Sex is not everything: the role of gender in early performance of a fundamental laparoscopic skill. Surg Endosc 25(4):1037–1042. doi:10.​1007/​s00464-010-1311-8 PubMedCrossRef
37.
go back to reference Van Herzeele I, O’Donoghue KG, Aggarwal R, Vermassen F, Darzi A, Cheshire NJ (2010) Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator. J Vasc Surg Off Publ Soc Vasc Surg Int Soc Cardiovasc Surg N Am Chapter 51(4):1035–1042. doi:10.1016/j.jvs.2009.11.059 Van Herzeele I, O’Donoghue KG, Aggarwal R, Vermassen F, Darzi A, Cheshire NJ (2010) Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator. J Vasc Surg Off Publ Soc Vasc Surg Int Soc Cardiovasc Surg N Am Chapter 51(4):1035–1042. doi:10.​1016/​j.​jvs.​2009.​11.​059
38.
go back to reference Risucci D, Geiss A, Gellman L, Pinard B, Rosser J (2001) Surgeon-specific factors in the acquisition of laparoscopic surgical skills. Am J Surg 181(4):289–293PubMedCrossRef Risucci D, Geiss A, Gellman L, Pinard B, Rosser J (2001) Surgeon-specific factors in the acquisition of laparoscopic surgical skills. Am J Surg 181(4):289–293PubMedCrossRef
39.
go back to reference Grantcharov TP, Bardram L, Funch-Jensen P, Rosenberg J (2003) Impact of hand dominance, gender, and experience with computer games on performance in virtual reality laparoscopy. Surg Endosc 17(7):1082–1085. doi:10.1007/s00464-002-9176-0 PubMedCrossRef Grantcharov TP, Bardram L, Funch-Jensen P, Rosenberg J (2003) Impact of hand dominance, gender, and experience with computer games on performance in virtual reality laparoscopy. Surg Endosc 17(7):1082–1085. doi:10.​1007/​s00464-002-9176-0 PubMedCrossRef
40.
go back to reference Enochsson L, Isaksson B, Tour R, Kjellin A, Hedman L, Wredmark T, Tsai-Fellander L (2004) Visuospatial skills and computer game experience influence the performance of virtual endoscopy. J Gastrointest Surg Off J Soc Surg Aliment Tract 8 (7):876–882; discussion 882. doi:10.1016/j.gassur.2004.06.015 Enochsson L, Isaksson B, Tour R, Kjellin A, Hedman L, Wredmark T, Tsai-Fellander L (2004) Visuospatial skills and computer game experience influence the performance of virtual endoscopy. J Gastrointest Surg Off J Soc Surg Aliment Tract 8 (7):876–882; discussion 882. doi:10.​1016/​j.​gassur.​2004.​06.​015
41.
go back to reference Kennedy AM, Boyle EM, Traynor O, Walsh T, Hill AD (2011) Video gaming enhances psychomotor skills but not visuospatial and perceptual abilities in surgical trainees. J Surg Educ 68(5):414–420. doi:10.1016/j.jsurg.2011.03.009 Kennedy AM, Boyle EM, Traynor O, Walsh T, Hill AD (2011) Video gaming enhances psychomotor skills but not visuospatial and perceptual abilities in surgical trainees. J Surg Educ 68(5):414–420. doi:10.​1016/​j.​jsurg.​2011.​03.​009
45.
go back to reference Schlickum MK, Hedman L, Enochsson L, Kjellin A, Fellander-Tsai L (2009) Systematic video game training in surgical novices improves performance in virtual reality endoscopic surgical simulators: a prospective randomized study. World J Surg 33(11):2360–2367. doi:10.1007/s00268-009-0151-y PubMedCrossRef Schlickum MK, Hedman L, Enochsson L, Kjellin A, Fellander-Tsai L (2009) Systematic video game training in surgical novices improves performance in virtual reality endoscopic surgical simulators: a prospective randomized study. World J Surg 33(11):2360–2367. doi:10.​1007/​s00268-009-0151-y PubMedCrossRef
46.
go back to reference Shane MD, Pettitt BJ, Morgenthal CB, Smith CD (2008) Should surgical novices trade their retractors for joysticks? Videogame experience decreases the time needed to acquire surgical skills. Surg Endosc 22(5):1294–1297. doi:10.1007/s00464-007-9614-0 PubMedCrossRef Shane MD, Pettitt BJ, Morgenthal CB, Smith CD (2008) Should surgical novices trade their retractors for joysticks? Videogame experience decreases the time needed to acquire surgical skills. Surg Endosc 22(5):1294–1297. doi:10.​1007/​s00464-007-9614-0 PubMedCrossRef
49.
50.
go back to reference Selden NR, Barbaro N, Origitano TC, Burchiel KJ (2011) Fundamental skills for entering neurosurgery residents: report of a Pacific region “boot camp” pilot course, 2009. Neurosurgery 68(3):759–764; discussion 764. doi:10.1227/NEU.0b013e3182077969 Selden NR, Barbaro N, Origitano TC, Burchiel KJ (2011) Fundamental skills for entering neurosurgery residents: report of a Pacific region “boot camp” pilot course, 2009. Neurosurgery 68(3):759–764; discussion 764. doi:10.​1227/​NEU.​0b013e3182077969​
51.
go back to reference Selden NR, Origitano TC, Burchiel KJ, Getch CC, Anderson VC, McCartney S, Abdulrauf SI, Barrow DL, Ehni BL, Grady MS, Hadjipanayis CG, Heilman CB, Popp AJ, Sawaya R, Schuster JM, Wu JK, Barbaro NM (2012) A national fundamentals curriculum for neurosurgery PGY1 residents: the 2010 Society of Neurological Surgeons boot camp courses. Neurosurgery 70 (4):971–981; discussion 981. doi:10.1227/NEU.0b013e31823d7a45 Selden NR, Origitano TC, Burchiel KJ, Getch CC, Anderson VC, McCartney S, Abdulrauf SI, Barrow DL, Ehni BL, Grady MS, Hadjipanayis CG, Heilman CB, Popp AJ, Sawaya R, Schuster JM, Wu JK, Barbaro NM (2012) A national fundamentals curriculum for neurosurgery PGY1 residents: the 2010 Society of Neurological Surgeons boot camp courses. Neurosurgery 70 (4):971–981; discussion 981. doi:10.​1227/​NEU.​0b013e31823d7a45​
Metadata
Title
Assessing performance in brain tumor resection using a novel virtual reality simulator
Authors
Nicholas Gélinas-Phaneuf
Nusrat Choudhury
Ahmed R. Al-Habib
Anne Cabral
Etienne Nadeau
Vincent Mora
Valerie Pazos
Patricia Debergue
Robert DiRaddo
Rolando F. Del Maestro
Publication date
01-01-2014
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Computer Assisted Radiology and Surgery / Issue 1/2014
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-013-0905-8

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