A multi-camera, multi-view system for training and skill assessment for robot-assisted surgery

Abdelaal AE, Sakr M, Avinash A, Mohammed SK, Bajwa AK, Sahni M, Hor S, Fels S, Salcudean SE (2018) Play me back: a unified training platform for robotic and laparoscopic surgery. IEEE Robot Autom Lett 4(2):554–561

Aghazadeh MA, Mercado MA, Pan MM, Miles BJ, Goh AC (2016) Performance of robotic simulated skills tasks is positively associated with clinical robotic surgical performance. BJU Int 118(3):475–481

Alzahrani T, Haddad R, Alkhayal A, Delisle J, Drudi L, Gotlieb W, Fraser S, Bergman S, Bladou F, Andonian S, Anidjar M (2013) Validation of the da vinci surgical skill simulator across three surgical disciplines: a pilot study. Can Urol Assoc J 7(7–8):E520

Avinash A, Abdelaal AE, Mathur P, Salcudean SE (2019) A pickup stereoscopic camera with visual-motor aligned control for the da Vinci surgical system: a preliminary study. Int J Comput Assist Radiol Surg 14:1197–1206

Carver CS, Scheier MF (2001) On the self-regulation of behavior. Cambridge University Press, Cambridge

Causer J, Vickers JN, Snelgrove R, Arsenault G, Harvey A (2014) Performing under pressure: quiet eye training improves surgical knot-tying performance. Surgery 156(5):1089–1096

Goldenberg MG, Jung J, Grantcharov TP (2017) Using data to enhance performance and improve quality and safety in surgery. JAMA Surg 152(10):972–973

Hardon SF, Horeman T, Bonjer HJ, Meijerink WJ (2018) Force-based learning curve tracking in fundamental laparoscopic skills training. Surg Endosc 32(8):3609–3621

Hart SG, Staveland LE (1988) Development of NASA-TLX (task load index): results of empirical and theoretical research. In: Advances in psychology, vol 52. Elsevier, pp 139–183

Islam G, Kahol K, Li B, Smith M, Patel VL (2016) Affordable, web-based surgical skill training and evaluation tool. J Biomed Inform 59:102–114

Jarc AM, Curet M (2015) Face, content, and construct validity of four, inanimate training exercises using the da vinci® si surgical system configured with single-site instrumentation. Surg Endosc 29(8):2298–2304

Jowett N, LeBlanc V, Xeroulis G, MacRae H, Dubrowski A (2007) Surgical skill acquisition with self-directed practice using computer-based video training. Am J Surg 193(2):237–242

Jung JJ, Jüni P, Lebovic G, Grantcharov T (2018) First-year analysis of the operating room black box study. Ann Surg 271(1):122–127. https://doi.org/10.1097/SLA.0000000000002863

Martin J, Regehr G, Reznick R, Macrae H, Murnaghan J, Hutchison C, Brown M (1997) Objective structured assessment of technical skill (osats) for surgical residents. Br J Surg 84(2):273–278

Oleynikov D, Rentschler M, Hadzialic A, Dumpert J, Platt S, Farritor S (2005) Miniature robots can assist in laparoscopic cholecystectomy. Surg Endosc 4(19):473–476

Pearl Epiphan Specification (2017). https://www.epiphan.com/products/pearl/tech-specs/. Accessed 15 Nov 2019

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

Peters JH, Fried GM, Swanstrom LL, Soper NJ, Sillin LF, Schirmer B, Hoffman K (2004) Sages FLS committee: development and validation of a comprehensive program of education and assessment of the basic fundamentals of laparoscopic surgery. Surgery 135(1):21–27

Salkind NJ (2010) Encyclopedia of research design, vol 1. Sage, Thousand Oaks

Schneider C, Nguan C, Rohling R, Salcudean S (2015) Tracked pick-up ultrasound for robot-assisted minimally invasive surgery. IEEE Trans Biomed Eng 63(2):260–268

Schreuder H, Van Den Berg C, Hazebroek E, Verheijen R, Schijven M (2011) Laparoscopic skills training using inexpensive box trainers: which exercises to choose when constructing a validated training course. BJOG Int J Obstet Gynaecol 118(13):1576–1584

Sherin M, van Es E (2005) Using video to support teachers ability to notice classroom interactions. J Technol Teach Educ 13(3):475–491

Singh P, Aggarwal R, Tahir M, Pucher PH, Darzi A (2015) A randomized controlled study to evaluate the role of video-based coaching in training laparoscopic skills. Ann Surg 261(5):862–869

Soucisse ML, Boulva K, Sideris L, Drolet P, Morin M, Dubé P (2017) Video coaching as an efficient teaching method for surgical residents—a randomized controlled trial. J Surg Educ 74(2):365–371

The Robotics Surgical Simulator (ROSS). http://www.simulatedsurgicals.com/ross2.html. Accessed 15 Nov 2019

Van Herzeele I, Aggarwal R, Malik I, Gaines P, Hamady M, Darzi A, Cheshire N, Vermassen F (2009) European Virtual Reality Endovascular Research Team EVEResT: validation of video-based skill assessment in carotid artery stenting. Eur J Vasc Endovasc Surg 38(1):1–9

Video Assisted Referees (VAR). https://football-technology.fifa.com/en/media-tiles/video-assistant-referee-var. Accessed 15 Nov 2019

Velasquez CA, Navkar NV, Alsaied A, Balakrishnan S, Abinahed J, Al-Ansari AA, Yoon WJ (2016) Preliminary design of an actuated imaging probe for generation of additional visual cues in a robotic surgery. Surg Endosc 30(6):2641–2648

Wang H, Sugand K, Newman S, Jones G, Cobb J, Auvinet E (2019) Are multiple views superior to a single view when teaching hip surgery? A single-blinded randomized controlled trial of technical skill acquisition. PLoS ONE 14(1):e0209904

Wilson BD (2008) Development in video technology for coaching. Sports Technol 1(1):34–40