A NEW APPROACH FOR ONLINE TRAINING ASSESSMENT FOR BONE MARROW HARVEST WHEN PATIENTS HAVE BONES DETERIORATED BY DISEASE
作者： Ronei Marcos de Moraes , Liliane dos Santos Machado
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摘要: Training systems based on virtual reality have been used in several areas. In these users are immersed into a world to realistic training through interactions. such systems, as any other form, is important know the quality of user's training. Several approaches perform assessment simulators proposed. However they did not present satisfactory solution for special cases, bone marrow harvest patients with bones deteriorated by disease. this paper, we new approach online Modified Naive Bayes, which can manipulate qualitative and quantitative variables simultaneously. A comparison an system Bayes was performed showed method more accurate faster.
参考文章(15)
Marcelo Knorich Zuffo, Ronei Marcos de Moraes, Liliane dos Santos Machado, Fuzzy Rule-Based Evaluation for a Haptic and Stereo Simulator for Bone Marrow Harvest for Transplant ,(2000)
M K Zuffo, R D Lopes, L S Machado, A N de Mello, V Odone Filho, A Virtual Reality Simulator for Bone Marrow Harvest for Pediatric Transplant Studies in health technology and informatics. ,vol. 81, pp. 293- 297 ,(2001) , 10.3233/978-1-60750-925-7-293
David G. Stork, Richard O. Duda, Peter E. Hart, Pattern Classification (2nd ed.) ,(1999)
Ying Yang, Geoffrey I. Webb, On why discretization works for Naive-Bayes classifiers australasian joint conference on artificial intelligence. pp. 440- 452 ,(2003) , 10.1007/978-3-540-24581-0_37
Rudolf Kruse, Christian Borgelt, Graphical Models: Methods for Data Analysis and Mining ,(2002)
Grigore C. Burdea, Philippe Coiffet, Virtual Reality Technology ,(1994)
Ronei Marcos de Moraes, Liliane dos Santos Machado†, Using fuzzy hidden Markov models for online training evaluation and classification in virtual reality simulators International Journal of General Systems. ,vol. 33, pp. 281- 288 ,(2004) , 10.1080/03081070310001633590
Alan Lipschultz, Virtual Reality Technology, 2nd edition Biomedical Instrumentation & Technology. ,vol. 38, pp. 51- 53 ,(2004) , 10.2345/0899-8205(2004)38[51:VRTNE]2.0.CO;2
D. Morris, C. Sewell, F. Barbagli, K. Salisbury, N.H. Blevins, S. Girod, Visuohaptic simulation of bone surgery for training and evaluation IEEE Computer Graphics and Applications. ,vol. 26, pp. 48- 57 ,(2006) , 10.1109/MCG.2006.140
Jacob Rosen, Carla Pugh, Thomas Macke, Data mining of the E-pelvis simulator database: a quest for a generalized algorithm for objectively assessing medical skill. Studies in health technology and informatics. ,vol. 119, pp. 355- 360 ,(2006)