Federated learning is a distributed machine learning approach developed to guarantee the
privacy and security of data stored on local devices. In healthcare, specifically in diseases of …

Background Dengue fever is a mosquito born disease associated with self-limited to life
threatening illness. First detected in Senegal in the nineteenth century, and despite its …

Dengue is the most widespread vector-borne disease worldwide. Timely diagnosis and
treatment of dengue is the main objective of medical professionals to decrease mortality …

Introduction Dengue disease represents a large and growing global threat to public health,
accounting for a significant burden to health systems of endemic countries. The World …

Dengue virus is becoming a major public health threat worldwide, principally in Africa. From
2016 to 2020, 23 outbreaks were reported in Africa, principally in West Africa. In Senegal …

Dengue virus (DENV) is the etiological agent of dengue fever (DF), which is among the most
prevalent vector-borne diseases in the tropics. In 2022, the Colombian health surveillance …

As demonstrated with the novel coronavirus pandemic, rapid and accurate diagnosis is key
to determine the clinical characteristic of a disease and to improve vaccine development …

Background: Dengue fever (DF) is a significant public health concern in Asia. However,
detecting the disease using traditional dichotomous criteria (ie, absent vs present) can be …

Background Diseases transmitted by invasive Aedes aegypti and Aedes albopictus
mosquitoes are public health issues in the tropics and subtropics. Understanding the …

Background: Dengue is a disease that accounts for a major morbidity and mortality in
Honduras. Methods: This descriptive study used an analytical component based on the data …