Refining early detection of Marburg Virus Disease (MVD) in Rwanda: Leveraging predictive symptom clusters to enhance case definitions

Background: Marburg Virus Disease (MVD) poses a significant global health risk due to its high case fatality rates (24%-88%) and the diagnostic challenges posed by its nonspecific early symptoms, which overlap with other febrile illnesses like malaria. This study analyzed symptom patterns from the 2...

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Hlavní autoři:	Olivier Nsekuye, Frederick Ntabana, Hugues Valois Mucunguzi, Ziad El-Khatib, Eric Remera, Lyndah Makayotto, Menelas Nkeshimana, David Turatsinze, Frederic Ntirenganya, Semakula Muhammed, Athanase Rukundo, Brian Chirombo, Richard Muvunyi, Claude Mambo Muvunyi, Pacifique Nizeyimana, Yvan Butera, Sabin Nsanzimana, Edson Rwagasore
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2025-07-01
Edice:	International Journal of Infectious Diseases
Témata:	Marburg Virus Disease Symptom patterns Early detection Machine learning Outbreak response
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S1201971225001250
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