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In collaboration with the Sisonke district department of health we developed the home based HIV counselling and testing intervention whereby local women selected from within the intervention clusters were trained as lay counsellors.
Community health workers in the intervention clusters were trained to conduct home visits and counsel mothers to promote optimal newborn care practices, identify and treat illnesses, and refer sick newborns.
Intervention Health visitors (n=89 63 clusters) were trained to identify depressive symptoms at six to eight weeks postnatally using the Edinburgh postnatal depression scale (EPDS) and clinical assessment and also trained in providing psychologically informed sessions based on cognitive behavioural or person centred principles for an hour a week for eight weeks.
Community health workers and physicians working in the primary health centres in the nine intervention clusters were trained to improve their skills for the case management of sick children aged under 5 by using the Government of India's Integrated Management of Neonatal and Childhood Illness training modules.
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Each neural network, in the cluster, is trained to correlate the zero-current component to the number of short-circuited turns in the stator windings.
Each cluster is trained independently with training and validation sets by ANFIS to obtain the optimal fuzzy inference system.
An evaluation study of peer education programmes in Bali in 1998 reported that only 50% of peer educators were still working in the clusters where they were trained one month after peer education training [ 16].
Then for each cluster, ANN and ANFIS models were trained to predict GL and CC values.
For most clusters, these dates did not vary much as CHWs were trained in clusters.
However, since all clusters will be trained for one or both of the experimental interventions, the SWD will probably be more expensive than other design options.
According to a user-defined number of target clusters, the SOM is trained and cluster attributes are automatically assigned to the network nodes.
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