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Bart Bijnens

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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Hybrid Feature Engineering and Time Series Transformer-Based Model with Explainable AI for Phonocardiogram Classification

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Hybrid Feature Engineering and Time Series Transformer-Based Model with Explainable AI for Phonocardiogram Classification

Number of pages: 32 Posted: 17 Mar 2026
Syeda Sana Bukhari, Shahab Uddin Ansari, Khurram Khan and Bart Bijnens
Ghulam Ishaq Khan Institute of Engineering Sciences and Technology, Ghulam Ishaq Khan Institute of Engineering Sciences and Technology, Ghulam Ishaq Khan Institute of Engineering Sciences and Technology and affiliation not provided to SSRN
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Abstract:

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Application of Artificial Intelligence, Biomedical Signal Processing, Explainable AI, Transformer model, Phonocardiogram (PCG), Feature engineering