Modular Point-of-Care Breath Analyzer and Shape Taxonomy-Based Machine Learning for Gastric Cancer Detection

Modular Point-of-Care Breath Analyzer and Shape Taxonomy-Based Machine Learning for Gastric Cancer Detection

Background: Gastric cancer is one of the deadliest malignant diseases, and the non-invasive screening and diagnostics options for it are limited. In this article, we present a multi-modular device for breath analysis coupled with a machine learning approach for the detection of cancer-specific breat...

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Bibliographic Details
Main Authors: Inese Polaka, Manohar Prasad Bhandari, Linda Mezmale, Linda Anarkulova, Viktors Veliks, Armands Sivins, Anna Marija Lescinska, Ivars Tolmanis, Ilona Vilkoite, Igors Ivanovs, Marta Padilla, Jan Mitrovics, Gidi Shani, Hossam Haick, Marcis Leja
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Diagnostics
Subjects:
gastric cancer
breath analysis
electronic nose
machine learning
screening
Online Access:https://www.mdpi.com/2075-4418/12/2/491

Internet

https://www.mdpi.com/2075-4418/12/2/491

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