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Acupuncture is truly one of the safest medical procedures in training today.
There is also a statement that procedural skills simulators might play an important role in training invasive procedures but recommendations for how to accomplish this is lacking.
Previous studies reported that the 3D virtual simulation was effective in training specific procedure such as gastro-intestinal endoscopy and neurosurgery [ 5– 10].
In the procedure of training a RBM model, the learning rule of stochastic gradient descent is adopted.
In the procedure of training a committee model, a 10-fold cross-validation approach was used to reduce the risk of 'over fit' (Khan et al, 2001).
The procedures for training in FCT were the same as described previously [33].
Given current concerns over medical errors [ 12] and the fact that many of these errors may be occurring in the critical care environment, documentation of procedure performance in training and during maintenance of competency programs is likely to gain importance.
Using the separate training and testing sets approach is therefore a necessity, as if the selection procedure in the training phase results in overfitting, this will be demonstrated in the test set.
Incorrect responses were followed by a correction procedure in the training steps, involving the emission of the verbal response "no" by the experimenter and the repositioning of the stimuli for the repetition of the trial.
Using the genes selected at above step, we conduct a second RF procedure in the training set.
As laparoscopic surgery becomes increasingly accepted as the technique of choice for many procedures, changes in training structure and working practice limit opportunities for trainees to acquire these new skills.
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