Deep learning-based electrical impedance spectroscopy analysis for malignant and potentially malignant oral disorder detection

Deep learning-based electrical impedance spectroscopy analysis for malignant and potentially malignant oral disorder detection

Abstract Electrical impedance spectroscopy (EIS) is a powerful tool used to investigate the properties of materials and biological tissues. This study presents one of the first applications of EIS for the detection and classification of oral potentially malignant disorders (OPMDs) and oral cancer. W...

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Bibliographic Details
Main Authors: Zhicheng Lin, Zi-Qiang Lang, Lingzhong Guo, Dawn C Walker, Malwina Matella, Mengxiao Wang, Craig Murdoch
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Deep learning
Electrical impedance spectroscopy
Oral cancer
Potentially malignant lesions
Dysplasia
Online Access:https://doi.org/10.1038/s41598-025-05116-8
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