Literature DB >> 11000356

Skills evaluation in minimally invasive surgery using force/torque signatures.

C Richards1, J Rosen, B Hannaford, C Pellegrini, M Sinanan.   

Abstract

BACKGROUND: One of the more difficult tasks in surgical education is to teach the optimal application of instrument forces and torques necessary to facilitate the conduct of an operation. For laparoscopic surgery, this type of training has traditionally taken place in the operating room, reducing operating room efficiency and potentially affecting the safe conduct of the operation. The objective of the current study was to measure and compare forces and torques (F/T) applied at the tool/hand interface generated during laparoscopic surgery by novice (NS) and experienced (ES) surgeons using an instrumented laparoscopic grasper and to use this data for evaluating the skill level.
METHODS: Ten surgeons (five-NS, five-ES) performed a cholecystectomy and Nissen fundoplication in a porcine model. An instrumented laparoscopic grasper with interchangeable standard surgical tips equipped with a three-axis F/T sensor located at the proximal end of the grasper tube was used to measure the F/T at the hand/tool interface. In addition, one axis force sensor located at the grasper's handle was used to measure the grasping force. F/T data synchronized with visual view of the tool operative maneuvers were collected simultaneously via a novel graphic user interface incorporated picture-in-picture video technology. Subsequent frame-by-frame video analysis of the operation allowed a definition of states associated with different tool/tissue interactions within each step of the operation. F/T measured within each state were further analyzed using vector quantization (VQ). The VQ analysis defines characteristic sets of F/T in the database that were defined as F/T signature.
RESULTS: The magnitude of F/T applied by NS and ES were significantly different (p < 0.05) and varied based on the task being performed. Higher F/T magnitudes were applied by NS than by ES when performing tissue manipulation, whereas lower F/T magnitudes were applied by NS than by ES during tissue dissection. Furthermore, the time to complete the surgical procedure was longer for NS by a factor of 1.5-4.8 when compared to the time for ES. State analysis suggests that most of this time is consumed in an [idle] state, in which movements of the surgeon make no tissue contact.
CONCLUSIONS: Preliminary data suggest that F/T magnitudes associated with the tool/tissue interactions provide an objective means of distinguishing novices from skilled surgeons. Clinical F/T analysis using the proposed technology and methodology may be helpful in training, developing surgical simulators, and measuring technical proficiency during laparoscopic surgery.

Mesh:

Year:  2000        PMID: 11000356     DOI: 10.1007/s004640000230

Source DB:  PubMed          Journal:  Surg Endosc        ISSN: 0930-2794            Impact factor:   4.584


  18 in total

Review 1.  Laparoscopic skills training.

Authors:  L Villegas; B E Schneider; M P Callery; D B Jones
Journal:  Surg Endosc       Date:  2003-10-28       Impact factor: 4.584

Review 2.  Review of methods for objective surgical skill evaluation.

Authors:  Carol E Reiley; Henry C Lin; David D Yuh; Gregory D Hager
Journal:  Surg Endosc       Date:  2010-07-07       Impact factor: 4.584

3.  Correlating motor performance with surgical error in laparoscopic cholecystectomy.

Authors:  H Hwang; J Lim; C Kinnaird; A G Nagy; O N M Panton; A J Hodgson; K A Qayumi
Journal:  Surg Endosc       Date:  2005-12-26       Impact factor: 4.584

4.  Effects of experience on force perception threshold in minimally invasive surgery.

Authors:  M Zhou; J Perreault; S D Schwaitzberg; C G L Cao
Journal:  Surg Endosc       Date:  2007-08-17       Impact factor: 4.584

5.  Navigation forces during wrist arthroscopy: assessment of expert levels.

Authors:  Miryam C Obdeijn; Tim Horeman; Lisanne L de Boer; Sophie J van Baalen; Philippe Liverneaux; Gabrielle J M Tuijthof
Journal:  Knee Surg Sports Traumatol Arthrosc       Date:  2014-12-02       Impact factor: 4.342

6.  Effects of laparoscopic instrument and finger on force perception: a first step towards laparoscopic force-skills training.

Authors:  M S Raghu Prasad; M Manivannan; S M Chandramohan
Journal:  Surg Endosc       Date:  2014-10-16       Impact factor: 4.584

7.  A Dataset and Benchmarks for Segmentation and Recognition of Gestures in Robotic Surgery.

Authors:  Narges Ahmidi; Lingling Tao; Shahin Sefati; Yixin Gao; Colin Lea; Benjamin Bejar Haro; Luca Zappella; Sanjeev Khudanpur; Rene Vidal; Gregory D Hager
Journal:  IEEE Trans Biomed Eng       Date:  2017-01-04       Impact factor: 4.538

8.  A single port laparoscopic surgery robot with high force transmission and a large workspace.

Authors:  Byungsik Cheon; Erkin Gezgin; Dae Keun Ji; Morimasa Tomikawa; Makoto Hashizume; Hong-Jin Kim; Jaesung Hong
Journal:  Surg Endosc       Date:  2014-05-02       Impact factor: 4.584

9.  A step toward identification of surgical actions in mastoidectomy.

Authors:  Uttama Lahiri; Robert F Labadie; Changchun Liu; Ramya Balachandran; Omid Majdani; Nilanjan Sarkar
Journal:  IEEE Trans Biomed Eng       Date:  2009-09-18       Impact factor: 4.538

Review 10.  What is going on in augmented reality simulation in laparoscopic surgery?

Authors:  Sanne M B I Botden; Jack J Jakimowicz
Journal:  Surg Endosc       Date:  2008-09-24       Impact factor: 4.584

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