Analysis of hand motion differentiates expert and novice surgeons.

BACKGROUND The number of operations performed by a surgeon may be an indicator of surgical skill. The hand motions made by a surgeon also reflect skill and level of expertise. We hypothesized that the hand motions of expert and novice surgeons differ significantly, regardless of whether they are familiar with specific tasks during an operation. METHODS This study compared 11 expert surgeons, each of whom had performed >100 laparoscopic procedures, and 27 young surgeons, each of whom had performed <15 laparoscopic procedures. Each examinee performed a specific skill assessment task, in which instrument motion was monitored using magnetic tracking system. We analyzed the paths of the centers of gravity of the tips of the needle holders and the relative paths of the tips using two mathematical methods of detrended fluctuation analysis and unstable periodic orbit analysis. RESULTS Detrended fluctuation analysis showed that the exponent in the function describing the initial scaling exponent (α1) differed significantly for experts and novices, being close to 1.0 and 1.5, respectively (P < 0.01). This indicated that the expert group had a greater long-range coherence with an intrinsic sequence and smooth continuity among a series of motions. Likewise, unstable periodic orbit analysis showed that the second period of unstable orbit was significantly longer for experts in comparison with novices (P < 0.01). This demonstrates mathematically that the hands of experts are more stable when performing laparoscopic procedures. CONCLUSIONS Objective evaluation of hand motion during a simulated laparoscopic procedure showed a significant difference between experts and novices.

[1]  Richard M Satava,et al.  Psychomotor skills assessment in practicing surgeons experienced in performing advanced laparoscopic procedures. , 2003, Journal of the American College of Surgeons.

[2]  Rajesh Aggarwal,et al.  An Evidence-Based Virtual Reality Training Program for Novice Laparoscopic Surgeons , 2006, Annals of surgery.

[3]  Makoto Hashizume,et al.  Effectiveness of basic endoscopic surgical skill training for pediatric surgeons , 2010, Pediatric Surgery International.

[4]  Makoto Hashizume,et al.  Development of an objective endoscopic surgical skill assessment system for pediatric surgeons: suture ligature model of the crura of the diaphragm in infant fundoplication , 2013, Pediatric Surgery International.

[5]  Masanobu Yamamoto,et al.  Human motion analysis based on a robot arm model , 1991, Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[6]  Kanav Kahol,et al.  Effect of short-term pretrial practice on surgical proficiency in simulated environments: a randomized trial of the "preoperative warm-up" effect. , 2009, Journal of the American College of Surgeons.

[7]  J. Dankelman,et al.  Transfer validity of laparoscopic knot-tying training on a VR simulator to a realistic environment: A randomized controlled trial , 2008, Surgical Endoscopy.

[8]  Tiejun Miao,et al.  Nonlinear Analysis of Heart Rate Variability and Plethysmogram in Subjects with Normal and Abnormal Cardiovascular Function , 2006, 2006 IEEE International Conference on Systems, Man and Cybernetics.

[9]  H. Harry Asada,et al.  Direct teaching and automatic program generation for the hybrid control of robot manipulators , 1987, Proceedings. 1987 IEEE International Conference on Robotics and Automation.

[10]  Makoto Hashizume,et al.  Objective assessment of laparoscopic suturing skills using a motion-tracking system , 2011, Surgical Endoscopy.

[11]  M Akay,et al.  Fractal dynamics of body motion in post-stroke hemiplegic patients during walking , 2004, Journal of neural engineering.

[12]  Rajesh Aggarwal,et al.  A competency-based virtual reality training curriculum for the acquisition of laparoscopic psychomotor skill. , 2006, American journal of surgery.

[13]  Makoto Hashizume,et al.  Construct validity for eye–hand coordination skill on a virtual reality laparoscopic surgical simulator , 2007, Surgical Endoscopy.

[14]  Emanuel Todorov,et al.  Evidence for the Flexible Sensorimotor Strategies Predicted by Optimal Feedback Control , 2007, The Journal of Neuroscience.

[15]  Haruhisa Kawasaki,et al.  Educational–industrial complex development of an anthropomorphic robot hand 'Gifu hand' , 2001, Adv. Robotics.

[16]  Makoto Hashizume,et al.  Objective Skill Evaluation for Laparoscopic Training Based on Motion Analysis , 2013, IEEE Transactions on Biomedical Engineering.

[17]  Mark R. Wilson,et al.  Perceptual impairment and psychomotor control in virtual laparoscopic surgery , 2011, Surgical Endoscopy.

[18]  Mark R. Wilson,et al.  Psychomotor control in a virtual laparoscopic surgery training environment: gaze control parameters differentiate novices from experts , 2010, Surgical Endoscopy.

[19]  Erlend Fagertun Hofstad,et al.  A study of psychomotor skills in minimally invasive surgery: what differentiates expert and nonexpert performance , 2013, Surgical Endoscopy.

[20]  Gauthier,et al.  Stabilizing unstable periodic orbits in fast dynamical systems. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[21]  Michitaka Fujiwara,et al.  Construct validity of the LapVR virtual-reality surgical simulator , 2011, Surgical Endoscopy.

[22]  K. Kudo,et al.  Variability and fluctuation in running gait cycle of trained runners and non-runners. , 2010, Gait & posture.

[23]  S. Yamaguchi,et al.  Effectiveness of endoscopic surgery training for medical students using a virtual reality simulator versus a box trainer: a randomized controlled trial , 2008, Surgical Endoscopy.

[24]  C. Cao,et al.  Using a dynamic training environment to acquire laparoscopic surgery skill , 2009, Surgical Endoscopy.

[25]  Tomohiro Kawahara,et al.  Scientific assessment of endoscopic surgical skills , 2010, Minimally invasive therapy & allied technologies : MITAT : official journal of the Society for Minimally Invasive Therapy.

[26]  C. D. Smith,et al.  A computer-based laparoscopic skills assessment device differentiates experienced from novice laparoscopic surgeons , 2001, Surgical Endoscopy.

[27]  Grebogi,et al.  Unstable periodic orbits and the dimensions of multifractal chaotic attractors. , 1988, Physical review. A, General physics.

[28]  R. Brydges,et al.  Pediatric urology training: performance-based assessment using the fundamentals of laparoscopic surgery. , 2010, The Journal of surgical research.