We used standard WHO definitions for TB disease classification, registration and treatment outcome categories.
According to the National Thyroid Cancer Treatment Cooperative Study (NTCTCS) staging classification registration, patients older than 45 with cervical lymph node metastases were classified as stage III (high risk), whereas those younger than 45 with such lymph node metastases were considered as stage I (low risk) [ 22].
In medical images, low SNR and CNR often degrade the information and affect several image processing tasks, such as segmentation, classification and registration.
Deep learning is been widely used in medical image processing for segmentation, classification and registration [56, 57, 58, 59, 60, 61], image denoising [62] and multimodal learning [63].
We were not able to identify research concerned with national and district HRH policies that address health workers in the public, private and non-state sectors, job classification systems, registration, certification, or licensing requirements or service functions [ 62].
> -wrap-foot> To enable classification and registration of single neuron morphologies to a standard structural reference frame, we performed Nissl staining on 50-µm sections to reveal layer borders in human temporal cortex (Fig. 1 A, B).
However, not only changes in the classification and registration may explain the findings of cohort-time effects, because incidence rates of various disorders have been found to increase in the ICD-10 period.
For tackling problems, such as image classification and image registration, invariants have to be designed.
However, the methods of registration, classification, and analysis often differ.
The use of unified segmentation (Ashburner and Friston, 2005) and especially the use of DARTEL (Ashburner, 2007), as we did in the present study, is expected to result in better tissue classification and improved registration between subjects.
Finally, case ascertainment for some types of myeloproliferative/myelodysplastic disorder is likely to have been incomplete before the introduction of the 2001 WHO classification, because cancer registration was not compulsory for these diseases when their malignant nature was not fully recognised (NICE, 2003; Phekoo et al, 2006).
