Dengue fever, an acute arthropod borne febrile disease, infects 50-100 million people annually. Indonesia is ranked second out of thirty endemic Dengue Hemorrhagic Fever (DHF) countries from 2004-2010. According to Indonesia’s ministry of health, there are 60,296 cases of dengue fever up until April 2024 resulting in 455 deaths.The high infectivity rate and unavailability of drugs that hav…
Dengue virus (DENV) infection presents a significant global health threat, especially in Indonesia. This study focuses on identification and genetic characterization of circulating DENV isolates in Timika and Jambi through serotyping, genotyping, and mutation analysis to understand genetic diversity and transmission dynamics. Samples from 119 and 115 suspected dengue patients in Timika and J…
Dengue virus (DENV) infection presents a significant global health threat, especially in Indonesia. This study focuses on identification and genetic characterization of circulating DENV isolates in Timika and Jambi through serotyping, genotyping, and mutation analysis to understand genetic diversity and transmission dynamics. Samples from 119 and 115 suspected dengue patients in Timika and J…
Dengue virus (DENV) poses a global health threat due to the high prevalence, with varying degrees of severity which can escalate to mortality. The disease burden is increased by the genetic diversity, resulting in serotypes and genotypes with different replication rate and clinical severity. This molecular diversity, especially prevalent in endemic regions like Indonesia, underlies the importan…
Unsupervised machine learning as a part of machine learning is an algorithm that identifies available information without any guidance or supervision in a form of clustering. When producing clustering analysis, obtaining optimized data is crucial. Missing values, zero values, inappropriate data input and outliers can affect the overall analysis of the dataset. Data cleaning tools in the data cl…
Dengue is a disease that causes a global burden in some countries, there are at least 30 countries stated that they’re having an endemic in dengue. Over the past two decades there are an estimated of a 390 million cases yearly and roughly about 20.000 deaths. Indonesia is one out of 30 countries that are stated as endemic. Several diagnostics tools was mentioned and used as a golden stand…