Wicaksono, Ridwan and Setiawan, Noor Akhmad and Sun, Bo and Takei, Masahiro (2025) Gastric Pain Early Detection by Conductivity-pH Dispersion (CpH-d) Score Based on 3D-Gastric Impedance Tomography. IEEE Sensors Journal. ISSN 1530437X
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Abstract
This study presents an innovative diagnostic approach for the early detection of gastric pain using the Conductivity-pH Dispersion (CpH-d) score derived from Three-Dimensional Gastric Impedance Tomography (3D-GIT). The CpH-d integrates gastric pH levels and conductivity distributions, visualized through reconstructed 3D tomographic images. These images were generated using a four-layered circular configuration of gel-based 32 AgCl electrodes, which function as non-contact pH sensors acquiring 928 tetrapolar impedance measurements every 40 s. Sixteen adults (20-40 y; healthy = 11, symptomatic = 5) completed a four-phase protocol (fasting, post-water storage, serial emptying, post-meal refill), after which CpH-d the covariance-normalized joint dispersion of mean conductivity and pH was summarized per subject; healthy stomachs showed large conductivity swings and broad pH excursions (4.5-6.8), whereas symptomatic stomachs exhibited blunted variability (5.1-5.4). A logistic classifier trained on CpH-d achieved 81.3 accuracy, 91 specificity, and 60 sensitivity at an optimal probability cut-off of 0.61 (AUC = 0.87), outperforming a Bayes Gaussian-intersection rule that reached only 69 accuracy. By capturing coupled electro-chemical gastric dynamics without radiation, catheterization, or endoscopy, CpH-d and the 3D-GIT platform offer a promising route toward point-of-care monitoring of dyspepsia and related disorders, with future work targeting larger cohorts and real-time viscosity/permittivity estimation to further enhance diagnostic power. © 2001-2012 IEEE.
| Item Type: | Article |
|---|---|
| Additional Information: | Cited by: 0 |
| Uncontrolled Keywords: | Barium compounds; Chlorine compounds; Diagnosis; Diseases; Dispersion (waves); Dispersions; Electric impedance; Electric impedance measurement; Medical problems; pH; Conductivity distributions; Conductivity-ph dispersion; Diagnostic approach; Gastric pain; Gastric ph; Impedance tomography; Level distribution; Ph conversion; Ph level; Three-dimensional gastric impedance tomography; Electric impedance tomography |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Faculty of Engineering > Electrical and Information Technology Department |
| Depositing User: | Rita Yulianti Yulianti |
| Date Deposited: | 24 Feb 2026 01:56 |
| Last Modified: | 24 Feb 2026 01:56 |
| URI: | https://ir.lib.ugm.ac.id/id/eprint/24822 |
