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Among the methods used here, SRG using region averaging is considered as supervised segmentation since it requires user involvement, and the rest are considered as unsupervised automatic segmentation.
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This procedure could be considered as a supervised training procedure with the training set consisting of negative controls in the reference standard.
Reward-based learning rules are distinct from supervised learning since the success signal is considered as a global and unspecific feedback signal, that often comes with a delay, whereas in supervised learning the feedback is much more specific.
The diagnosis recorded on the case record form by the supervised resident, for both CT and ultrasound, can be considered as a consensus diagnosis.
In contrast, when using a supervised imputation method, the clinical truth for each sample was considered as an input variable when the imputation function was derived and imputed values were calculated.
A recent Cochrane systematic review on supervised multimodal exercise and CRF [ 11] concluded that exercise can be considered as a beneficial intervention for individuals with CRF and encouraged further research in this field.
This finding could be considered as a credit to the current curriculum which exposes the medical students to adequate opportunities for supervised practical training in this area during their clerkship and internship.
Home phototherapy may be considered as an option for patients in whom phototherapy cannot be used in conventional settings, but only when supervised and directed by an expert physician.
For instance, an email message may be considered as a spam by some people, but it may be considered as a valid email by others; (3) not to mention the time required to manually label enough data to train a regular supervised learning method.
AS: supervised and edited the manuscript.
This process is considered supervised learning in that the giant piles of data fed to the machines have been painstakingly labeled in advance.
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