Automated robot-assisted surgical skill evaluation: Predictive analytics approach

Author:

Fard Mahtab J.1,Ameri Sattar1,Darin Ellis R.1,Chinnam Ratna B.1,Pandya Abhilash K.2,Klein Michael D.3

Affiliation:

1. Department of Industrial and Systems Engineering; Wayne State University; Detroit Michigan USA

2. Department of Electrical and Computer Engineering; Wayne State University; Detroit Michigan USA

3. Department of Surgery; Wayne State University School of Medicine and Pediatric Surgery, Children's Hospital of Michigan; Detroit Michigan USA

Publisher

Wiley

Subject

Computer Science Applications,Biophysics,Surgery

Reference47 articles.

1. Assessment of technical surgical skills;Grantcharov;Eur J Surg,2002

2. Validation and implementation of surgical simulators: A critical review of present, past, and future;Schout;Surg Endosc Other Interv Tech.,2010

3. Objective structured assessment of technical skill (OSATS) for surgical residents;Martin;Br J Surg,1997

4. The Intuitive telesurgery system: Overview and application;Guthart;Proc 2000 ICRA Millenn Conf IEEE Int Conf Robot Autom Symp Proc,2000

5. Distance-based time series classification approach for task recognition with application in surgical robot autonomy;Fard;Int J Med Robotics Comput Assist Surg,2016

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