Bionet: Art1 Neural Network Model for HIV/AIDS Decision Support System
Author(s)
M.Lilly Florence, P.Balasubramanie
Published Date
September 11, 2024
DOI
your-doi-here
Volume / Issue
Vol. 4 / Issue 3
Abstract
Since the detection of HIV infection, the infected number is growing very fast in the country. Even though in medical field has many decision making system there is no appropriate clinical system for HIV. This network model designed to identify how long the life of HIV patient can prolong with the calculated ratio of regimens. This model is designed based on ART1 network. To learn this model 300 patient details are taken and trained the network. Among this, particularly some 25 patients are observed and study the improvement in their medical results. There are 10 parameter has taken for this network. Research in the area of clustering the patients based on their medical history and regimens. There are two clusters that is, the first group belongs those patients who are not able to prolong their life more than of 10 years if they follow certain regimens. The second group of patients they can be alive more than 10 years with certain regimens.
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