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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Bibliographic Details
Main Authors: Mikolaj Wieczorek, Alexander Weston, Matthew Ledenko, Jonathan Nelson Thomas, Rickey Carter, Tushar Patel
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2022.992703/full