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We propose a minimally supervised procedure for extracting from a set of MR and CT scans a highly descriptive anatomical mesh, leading not merely to one generic model, but to a family of patient-specific models.
The present network learned by back-propagation algorithm is based on supervised procedure.
Multilayer feed-forward neural network is learned by back-propagation algorithm that is based on supervised procedure.
Despite the ubiquity of home remedies, including Catherine's first DIY faecal transplant, she stresses that a medically supervised procedure is far more preferable, due to the potential for disaster in patients who do not properly screen their donors.
Although h ˜ is intended as a sort of proxy for the information transmitted by the unsupervised clustering of responses using the pairwise distances, it is derived from the supervised procedure described here [25].
Even though STD shows a very smooth profile on the TE set, this does not mean that STD outperforms RDN, as the addition of new compounds is based on the standard deviations of predictions by various ensemble models, which is a more supervised procedure than RDN (Fig. 8b) where compounds were being added based on the corrected distance to training data.
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Often, interpretation of the complex biochemical information obtained through vibrational spectroscopic techniques requires further data analysis using supervised procedures like LDA, HCA, PLS, PCR etc.
The learning curve for EBUS-TBNA has been evaluated and recorded at ten supervised procedures in order to achieve excellent sensitivity and diagnostic accuracy [14].
This was achieved by the credentialing of surgeons--based on the minimum requirements of numbers of observed and supervised procedures they must have done--by the appropriate professional body before they were allowed to employ the technique.
However, a more contemporary concept of training should also include theoretical components as well as the opportunity for the simulated practice of supervised procedures using suitable technology before proceeding on to real patients.
A recent study, however, found that at least 350 supervised procedures were needed for an 80% native papilla biliary cannulation success rate [ 21].
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