Development of Sensor System for Effective Evaluation of Surgical Skill
Muhamad Aizuddin, Nobuki Oshima, Ryu Midorikawa, Atsuo Takanishi
- 发表年份
- 2006
- 引用次数
- 14
摘要
This paper describes a new sensor system for effective evaluation of surgical skill. This system used photo interrupter in order to detect the movement of skin dummy during suture placement. Experimental results show that the data obtained from this sensor are significantly different among surgeons and non-medical volunteers from a few aspects. We proposed the differences as evaluation parameters to evaluate suture skill using this system. The effectiveness of this evaluation parameters was confirmed when surgeons' data and non-medical volunteers' data are divided effectively using Discriminant Function Analysis. One of the advantages of this system is it can be develop at low cost. In future, this sensor system will be embedded in patient robot application
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002