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

202225 citationsJournal Articlegold Open Access

Authors

Inese Poļaka · University of Latvia

Manohar Prasad Bhandari · University of Latvia

Linda Mežmale · Riga East University Hospital

Linda Anarkulova · University of Liepāja

Viktors Veliks · University of Latvia

Armands Sīviņš · Riga East University Hospital

Anna Marija Ļeščinska ·

Abstract

The results show that this point-of-care breath analyzer and data analysis approach constitute a promising combination for the detection of gastric cancer-specific breath. The cluster taxonomy-based sensor reaction curve representation improved the results, and could be used in other similar applications.

Topics & Keywords

Advanced Chemical Sensor Technologies Biochemical Analysis and Sensing Techniques Identification and Quantification in Food

Publication Details

Published in: Diagnostics

Volume 12, Issue 2, pp. 491-491

DOI: 10.3390/diagnostics12020491

Field-Weighted Citation Impact: 1.87

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

Authors

Abstract

Topics & Keywords

Publication Details