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Differentiation of Fungal, Viral, and Bacterial Sepsis using Multimodal Deep Learning

Sepsis is a major cause of morbidity and mortality worldwide, and is caused by bacterial infection in a majority of cases. However, fungal sepsis often carries a higher mortality rate both due to its prevalence in immunocompromised patients as well as delayed recognition. Using chest x-rays, associa...

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Detalles Bibliográficos
Autores principales: Boussina, Aaron, Ramesh, Karthik, Arora, Himanshu, Ratadiya, Pratik, Nemati, Shamim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10120799/
https://www.ncbi.nlm.nih.gov/pubmed/37090631
http://dx.doi.org/10.1101/2023.04.10.23288378