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The percentage accuracy of training a convolutional network during the calculation process, EEMD-DFA, M2, CKC. The dashed black line indicates the validation accuracy.

Journal: Sensors (Basel, Switzerland)

Article Title: Multi-Scale Analysis of Knee Joint Acoustic Signals for Cartilage Degeneration Assessment

doi: 10.3390/s25030706

Figure Lengend Snippet: The percentage accuracy of training a convolutional network during the calculation process, EEMD-DFA, M2, CKC. The dashed black line indicates the validation accuracy.

Article Snippet: The calculations were performed using convolutional neural network algorithms in MATLAB R2024b software, based on the CWT-CNN algorithm [ ].

Techniques: Biomarker Discovery

The percentage accuracy of training a convolutional network during the calculation process, raw data, M2, CKC. The dashed black line indicates the validation accuracy.

Journal: Sensors (Basel, Switzerland)

Article Title: Multi-Scale Analysis of Knee Joint Acoustic Signals for Cartilage Degeneration Assessment

doi: 10.3390/s25030706

Figure Lengend Snippet: The percentage accuracy of training a convolutional network during the calculation process, raw data, M2, CKC. The dashed black line indicates the validation accuracy.

Article Snippet: The calculations were performed using convolutional neural network algorithms in MATLAB R2024b software, based on the CWT-CNN algorithm [ ].

Techniques: Biomarker Discovery