Affordable, web-based surgical skill training and evaluation tool

Journal of Biomedical Informatics

Volumn 59, Issue , 2016, Pages 102-114

  Islam, Gazi ^a   Kahol, Kanav ^b   Li, Baoxin ^c   Smith, Marshall ^d   Patel, Vimla L ^a,e  

^a ARIZONA STATE UNIVERSITY   (United States)

^b PUBLIC HEALTH FOUNDATION OF INDIA   (India)

^c Arizona State University   (United States)

^d BANNER GOOD SAMARITAN MEDICAL CENTER   (United States)

^e NEW YORK ACADEMY OF MEDICINE   (United States)

Author keywords

Computer vision; Feature detection; Skill assessment; Surgery; Web based evaluation tool

Indexed keywords

COMPUTER VISION; FEATURE EXTRACTION; PERSONNEL TRAINING; SURGERY; WEBSITES;

EVALUATION METHODS; FEATURE DETECTION; MINIMALLY INVASIVE SURGERY; MODERN TECHNIQUES; SKILL ASSESSMENT; SUBJECTIVE EVALUATIONS; TRENDS OVER TIME; WEB-BASED EVALUATION TOOLS;

SURGICAL EQUIPMENT;

ARTICLE; BODY MOVEMENT; CLINICAL ASSESSMENT TOOL; CLINICAL COMPETENCE; ECONOMIC EVALUATION; FEEDBACK SYSTEM; HAND; HUMAN; HUMAN COMPUTER INTERACTION; MINIMALLY INVASIVE SURGERY; PERFORMANCE MEASUREMENT SYSTEM; PHYSICAL PARAMETERS; PRECISENESS; PRIORITY JOURNAL; SMOOTHNESS; STUDY SKILLS; SURGEON; SURGICAL TRAINING; WEB BROWSER; EDUCATION; GENERAL SURGERY; INTERNET; PROCEDURES; TASK PERFORMANCE;

CLINICAL COMPETENCE; EDUCATIONAL MEASUREMENT; GENERAL SURGERY; HUMANS; INTERNET; MINIMALLY INVASIVE SURGICAL PROCEDURES; TASK PERFORMANCE AND ANALYSIS;

EID: 84961589269     PISSN: 15320464     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbi.2015.11.002     Document Type: Article

References (33)

1. Treves F. A Manual of Operative Surgery 1891, Cassell and Company, London.
2. Ende J. Feedback in clinical medical education. JAMA 1983, 250(6):777-781.
3. Kohn L.T., Corrigan J.M., Donaldson M.S., Err To. To Err is Human: Building a Safer Health System 2000, National Academy Press, Washington, DC.
4. Sutherland L.M., Middleton P.F., Anthony A., Hamdorf J., Cregan P., Scott D., Maddern G.J. Surgical simulation: a systematic review. Ann. Surg. 2006, 243(3):291-300.
5. A. Dosis, F. Bello, T. Rockall, Y. Munz, K. Moorthy, S. Martin, A. Darzi, ROVIMAS: a software package for assessing surgical skills using the da Vinci telemanipulator system, in: 4th International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine, 2003.
6. Dosis A., Aggarwal R., Bello F. Synchronized video and motion analysis for the assessment of procedures in the operating theater. Arch. Surg. 2005, 140(3):293-299.
7. Aggarwal R., Grantcharov T., Moorthy K., Milland T., Darzi A. Toward feasible, valid, and reliable video-based assessments of technical surgical skills in the operating room. Ann. Surg. 2008, 247(2):372-379.
8. Aggarwal R., Grantcharov T., Moorthy K., Milland T., Papasavas P., Dosis A., Bello F., Darzi A. An evaluation of the feasibility, validity, and reliability of laparoscopic skills assessment in the operating room. Ann. Surg. 2007, 245(6):992-999.
9. K. Kahol, M. Vankipuram, Hand motion expertise analysis using dynamic hierarchical activity modeling and isomap, in: 19th International Conference on Pattern Recognition, 2008, ICPR 2008, 2008.
10. Oropesa I., Sánchez-González P., Lamata P., Chmarra M.K., Pagador J.B., Sánchez-Margallo J.A., Sánchez-Margallo F.M., Gómez E.J. Methods and tools for objective assessment of psychomotor skills in laparoscopic surgery. J. Surg. Res. 2011, 171(1):e81-e95.
11. Lynch J., Aughwane P., Hammond T.M. Video games and surgical ability: a literature review. J. Surg. Educ. 2010, 67(3):184-189.
12. Bradski G., Kaehler A. Learning OpenCV: Computer Vision with the OpenCV Library 2008, O"Reilly Media Inc., Sebastopol, CA.
13. Shapiro L.G., Stockman G.C. Computer Vision 2001, Prentice-Hall Inc., USA.
14. Aggarwal R., Grantcharov T., Moorthy K., Hance J., Darzi A. A competency-based virtual reality training curriculum for the acquisition of laparoscopic psychomotor skill. Am. J. Surg. 2006, 191(1):128-133.
15. Chen J., Yeasin M., Sharma R. Visual modelling and evaluation of surgical skill. Pattern Anal. Appl. 2003, 6:1-11.
16. M. Aizuddin, N. Oshima, R. Midorikawa, A. Takanishi, Development of sensor system for effective evaluation of surgical skill, in: The First IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics, 2006, BioRob 2006, 2006.
17. Driscoll P.J., Paisley A.M., Paterson-Brown S. Video assessment of basic surgical trainees' operative skills. Am. J. Surg. 2008, 196(2):265-272.
18. Gonzalez R., Martinez J., Menzo E., Iglesias A., Ro C., Madan A. Consumer-based technology for distribution of surgical videos for objective evaluation. Surg. Endosc. 2012, 26(8):2179-2182.
19. C. Wen, Y.Q. Shi, X. Guorong, Identifying computer graphics using HSV color model and statistical moments of characteristic functions, in: 2007 IEEE International Conference on Multimedia and Expo, 2007.
20. Smith A.R. Color gamut transform pairs. SIGGRAPH Comput. Graph. 1978, 12(3):12-19.
21. S. Sural, Q. Gang, S. Pramanik, Segmentation and histogram generation using the HSV color space for image retrieval, in: Proceedings of the 2002 International Conference on Image Processing, 2002.
22. Shah M. Fundamentals of Computer Vision 1997, University of Central Florida, Orlando, FL.
23. Riviere C.N., Rader R.S., Thakor N.V. Adaptive canceling of physiological tremor for improved precision in microsurgery. Biomed. Eng. 1998.
24. Richardson M.J., Flash T. Comparing smooth arm movements with the two-thirds power law and the related segmented-control hypothesis. J. Neurosci. 2002, 22(18):8201-8211.
25. Grober E.D., Roberts M., Shin E., Mahdi M., Bacal V. Intraoperative assessment of technical skills on live patients using economy of hand motion: establishing learning curves of surgical competence. Am. J. Surg. 2010, 199(1):81-85.
26. Pamela B., Andreatta E., Derek M., Woodrum T., Rebecca M., Minter M. Laparoscopic skills are improved with lapmentor™ training. Ann. Surg. 2006, 243(6):854-863.
27. Gumbs A.A., Hogle N.J., Fowler D.L. Evaluation of resident laparoscopic performance using global operative assessment of laparoscopic skills. J. Am. Coll. Surg. 2007, 204(2):308-313.
28. Vassiliou M.C., Feldman L.S., Andrew C.G., Bergman S., Leffondré K., Stanbridge D., Fried G.M. A global assessment tool for evaluation of intraoperative laparoscopic skills. Am. J. Surg. 2005, 190(1):107-113.
29. Rodrigues S.P., Horeman T., Dankelman J., van den Dobbelsteen J.J., Jansen F.W. Suturing intraabdominal organs: When do we cause tissue damage?. Surg. Endosc. 2012, 26(4):1005-1009.
30. Patel V.L., Groen G.J. Developmental accounts of the transition from medical student to doctor: some problems and suggestions. Med. Educ. 1991, 25(6):527-535.
31. Patel V.L., Arocha J.F., Kaufman D.R. A primer on aspects of cognition for medical informatics. J. Am. Med. Inform. Assoc. 2001, 8(4):324-343.
32. Patel V.L., Kaufman D.R., Arocha J.F. Emerging paradigms of cognition in medical decision-making. J. Biomed. Inform. 2002, 35(1):52-75.
33. Patel V.L., Cohen T. New perspectives on error in critical care. Curr. Opin. Crit. Care 2008, 14(4):456-459.