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A deep learning approach for detecting liver cirrhosis from volatolomic analysis of exhaled breath

Liver disease such as cirrhosis is known to cause changes in the composition of volatile organic compounds (VOC) present in patient breath samples. Previous studies have demonstrated the diagnosis of liver cirrhosis from these breath samples, but studies are limited to a handful of discrete, well-ch...

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Detalles Bibliográficos
Autores principales: Wieczorek, Mikolaj, Weston, Alexander, Ledenko, Matthew, Thomas, Jonathan Nelson, Carter, Rickey, Patel, Tushar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9556819/
https://www.ncbi.nlm.nih.gov/pubmed/36250077
http://dx.doi.org/10.3389/fmed.2022.992703