Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERD

Novel metrics extracted from pH-impedance monitoring can augment the diagnosis of gastroesophageal reflux disease (GERD). Artificial intelligence (AI) is being widely used to improve the diagnostic capabilities of various diseases. In this review, we update the current literature regarding applicati...

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Autores principales: Wong, Ming-Wun, Rogers, Benjamin D., Liu, Min-Xiang, Lei, Wei-Yi, Liu, Tso-Tsai, Yi, Chih-Hsun, Hung, Jui-Sheng, Liang, Shu-Wei, Tseng, Chiu-Wang, Wang, Jen-Hung, Wu, Ping-An, Chen, Chien-Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10000892/
https://www.ncbi.nlm.nih.gov/pubmed/36900104
http://dx.doi.org/10.3390/diagnostics13050960
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author Wong, Ming-Wun
Rogers, Benjamin D.
Liu, Min-Xiang
Lei, Wei-Yi
Liu, Tso-Tsai
Yi, Chih-Hsun
Hung, Jui-Sheng
Liang, Shu-Wei
Tseng, Chiu-Wang
Wang, Jen-Hung
Wu, Ping-An
Chen, Chien-Lin
author_facet Wong, Ming-Wun
Rogers, Benjamin D.
Liu, Min-Xiang
Lei, Wei-Yi
Liu, Tso-Tsai
Yi, Chih-Hsun
Hung, Jui-Sheng
Liang, Shu-Wei
Tseng, Chiu-Wang
Wang, Jen-Hung
Wu, Ping-An
Chen, Chien-Lin
author_sort Wong, Ming-Wun
collection PubMed
description Novel metrics extracted from pH-impedance monitoring can augment the diagnosis of gastroesophageal reflux disease (GERD). Artificial intelligence (AI) is being widely used to improve the diagnostic capabilities of various diseases. In this review, we update the current literature regarding applications of artificial intelligence in measuring novel pH-impedance metrics. AI demonstrates high performance in the measurement of impedance metrics, including numbers of reflux episodes and post-reflux swallow-induced peristaltic wave index and, furthermore, extracts baseline impedance from the entire pH-impedance study. AI is expected to play a reliable role in facilitating measuring novel impedance metrics in patients with GERD in the near future.
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spelling pubmed-100008922023-03-11 Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERD Wong, Ming-Wun Rogers, Benjamin D. Liu, Min-Xiang Lei, Wei-Yi Liu, Tso-Tsai Yi, Chih-Hsun Hung, Jui-Sheng Liang, Shu-Wei Tseng, Chiu-Wang Wang, Jen-Hung Wu, Ping-An Chen, Chien-Lin Diagnostics (Basel) Review Novel metrics extracted from pH-impedance monitoring can augment the diagnosis of gastroesophageal reflux disease (GERD). Artificial intelligence (AI) is being widely used to improve the diagnostic capabilities of various diseases. In this review, we update the current literature regarding applications of artificial intelligence in measuring novel pH-impedance metrics. AI demonstrates high performance in the measurement of impedance metrics, including numbers of reflux episodes and post-reflux swallow-induced peristaltic wave index and, furthermore, extracts baseline impedance from the entire pH-impedance study. AI is expected to play a reliable role in facilitating measuring novel impedance metrics in patients with GERD in the near future. MDPI 2023-03-03 /pmc/articles/PMC10000892/ /pubmed/36900104 http://dx.doi.org/10.3390/diagnostics13050960 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Wong, Ming-Wun
Rogers, Benjamin D.
Liu, Min-Xiang
Lei, Wei-Yi
Liu, Tso-Tsai
Yi, Chih-Hsun
Hung, Jui-Sheng
Liang, Shu-Wei
Tseng, Chiu-Wang
Wang, Jen-Hung
Wu, Ping-An
Chen, Chien-Lin
Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERD
title Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERD
title_full Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERD
title_fullStr Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERD
title_full_unstemmed Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERD
title_short Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERD
title_sort application of artificial intelligence in measuring novel ph-impedance metrics for optimal diagnosis of gerd
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10000892/
https://www.ncbi.nlm.nih.gov/pubmed/36900104
http://dx.doi.org/10.3390/diagnostics13050960
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