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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| Format: | Article |
| Language: | English |
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MDPI AG
2023-03-01
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| Series: | Diagnostics |
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| Online Access: | https://www.mdpi.com/2075-4418/13/5/960 |
| _version_ | 1797615506105040896 |
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| author | Ming-Wun Wong Benjamin D. Rogers Min-Xiang Liu Wei-Yi Lei Tso-Tsai Liu Chih-Hsun Yi Jui-Sheng Hung Shu-Wei Liang Chiu-Wang Tseng Jen-Hung Wang Ping-An Wu Chien-Lin Chen |
| author_facet | Ming-Wun Wong Benjamin D. Rogers Min-Xiang Liu Wei-Yi Lei Tso-Tsai Liu Chih-Hsun Yi Jui-Sheng Hung Shu-Wei Liang Chiu-Wang Tseng Jen-Hung Wang Ping-An Wu Chien-Lin Chen |
| author_sort | Ming-Wun Wong |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-03-11T07:27:28Z |
| format | Article |
| id | doaj.art-39c5a6a04814492d829e07425e875305 |
| institution | Directory Open Access Journal |
| issn | 2075-4418 |
| language | English |
| last_indexed | 2024-03-11T07:27:28Z |
| publishDate | 2023-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Diagnostics |
| spelling | doaj.art-39c5a6a04814492d829e07425e8753052023-11-17T07:30:32ZengMDPI AGDiagnostics2075-44182023-03-0113596010.3390/diagnostics13050960Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERDMing-Wun Wong0Benjamin D. Rogers1Min-Xiang Liu2Wei-Yi Lei3Tso-Tsai Liu4Chih-Hsun Yi5Jui-Sheng Hung6Shu-Wei Liang7Chiu-Wang Tseng8Jen-Hung Wang9Ping-An Wu10Chien-Lin Chen11Department of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Tzu Chi University, 707, Section 3, Chung-Yang Road, Hualien 97004, TaiwanDivision of Gastroenterology, Hepatology and Nutrition, University of Louisville, Louisville, KY 40292, USAAI Innovation Research Center, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 97004, TaiwanDepartment of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Tzu Chi University, 707, Section 3, Chung-Yang Road, Hualien 97004, TaiwanDepartment of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Tzu Chi University, 707, Section 3, Chung-Yang Road, Hualien 97004, TaiwanDepartment of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Tzu Chi University, 707, Section 3, Chung-Yang Road, Hualien 97004, TaiwanDepartment of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Tzu Chi University, 707, Section 3, Chung-Yang Road, Hualien 97004, TaiwanDepartment of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Tzu Chi University, 707, Section 3, Chung-Yang Road, Hualien 97004, TaiwanNVIDIA AI Technology Center, NVIDIA Corporation, Taipei 11492, TaiwanDepartment of Medical Research, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 97004, TaiwanAI Innovation Research Center, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 97004, TaiwanDepartment of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Tzu Chi University, 707, Section 3, Chung-Yang Road, Hualien 97004, TaiwanNovel 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.https://www.mdpi.com/2075-4418/13/5/960artificial intelligencegastroesophageal reflux diseaseimpedance-pH monitoringreflux episodespost-reflux swallow-induced peristaltic wave index |
| spellingShingle | Ming-Wun Wong Benjamin D. Rogers Min-Xiang Liu Wei-Yi Lei Tso-Tsai Liu Chih-Hsun Yi Jui-Sheng Hung Shu-Wei Liang Chiu-Wang Tseng Jen-Hung Wang Ping-An Wu Chien-Lin Chen Application of Artificial Intelligence in Measuring Novel pH-Impedance Metrics for Optimal Diagnosis of GERD Diagnostics artificial intelligence gastroesophageal reflux disease impedance-pH monitoring reflux episodes post-reflux swallow-induced peristaltic wave index |
| 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 | artificial intelligence gastroesophageal reflux disease impedance-pH monitoring reflux episodes post-reflux swallow-induced peristaltic wave index |
| url | https://www.mdpi.com/2075-4418/13/5/960 |
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