Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal

Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal

Fibromyalgia is a chronic pain syndrome associated with sleep disturbances, which may manifest as altered electroencephalography and electrocardiography (ECG) signal alterations during sleep. We aimed to develop a lightweight machine learning model for diagnosing fibromyalgia using single-lead ECG s...

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Bibliographic Details
Main Authors: Prabal Datta Barua, Makiko Kobayashi, Masayuki Tanabe, Mehmet Baygin, Jose Kunnel Paul, Thomas Iype, Sengul Dogan, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
ECG-based fibromyalgia detection
3LBP
multiple filters-based multilevel discrete wavelet transform
leave-one-record-out cross-validation
quantum-based feature extraction
Online Access:https://ieeexplore.ieee.org/document/10253679/

Internet

https://ieeexplore.ieee.org/document/10253679/

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