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HIV Status Predictive Modeling Using Data Minin...
68,00 € *
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This research work has attempted to investigate the underlying determinant factors of being HIV positive or HIV negative from the available HCT data using data mining techniques. It consists of experiments on searching classification model that predicts HIV status and association rule mining to discover the relationship of HIV status with the selected attributes. The classification experiments are carried out using J48 and ID3 algorithms. The association rule mining is using Apriori algorithm. One of the surprising results obtained from the experiment was that age group 50 and above are becoming also vulnerable to HIV/AIDS as the patterns have indicated. Medical experts also have stated that a growing number of older people are being infected with HIV/AIDS. One of the reasons they raised is that, they are finding HIV more often than ever before in older age since improved treatments are helping people with the disease live longer. The second reason is doctors do not always test older people for HIV/AIDS and so may miss some cases during routine check-ups and others.

Anbieter: Dodax
Stand: 14.08.2020
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Provider-Initiated Testing and Counselling
101,00 CHF *
ggf. zzgl. Versand

HIV counselling and testing (HCT) is an entry point to know someone's HIV sero-status that will enable him/her to access prevention, care, support and treatment. Different models of HCT are conducted in Indonesia, according to its target population. However, to reach universal access, HCT need to be scaled up. The uptake of client-initiated counseling and testing approach that widely practiced and known as Voluntary Counselling and Testing, is below expectation. WHO has given recommendation for provider-initiated testing and counselling (PITC). There is a worldwide discussion on the weakness and strength of PITC. This discussion is divided between public health and human rights perspectives. For its implementation in Indonesian setting, some considerations need to be taken, particularly around the Three C's principles: consent, counselling and confidentiality. This thesis should be useful for government and non government organization, health service provider, policy maker or anyone else who may consider utilizing HIV counselling and testing.

Anbieter: Orell Fuessli CH
Stand: 14.08.2020
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Provider-Initiated Testing and Counselling
53,99 € *
ggf. zzgl. Versand

HIV counselling and testing (HCT) is an entry point to know someone's HIV sero-status that will enable him/her to access prevention, care, support and treatment. Different models of HCT are conducted in Indonesia, according to its target population. However, to reach universal access, HCT need to be scaled up. The uptake of client-initiated counseling and testing approach that widely practiced and known as Voluntary Counselling and Testing, is below expectation. WHO has given recommendation for provider-initiated testing and counselling (PITC). There is a worldwide discussion on the weakness and strength of PITC. This discussion is divided between public health and human rights perspectives. For its implementation in Indonesian setting, some considerations need to be taken, particularly around the Three C's principles: consent, counselling and confidentiality. This thesis should be useful for government and non government organization, health service provider, policy maker or anyone else who may consider utilizing HIV counselling and testing.

Anbieter: Thalia AT
Stand: 14.08.2020
Zum Angebot