DTF-STCANet: A Dual Time–Frequency Swin Transformer and ConvNeXt Attention Network for Heart Sound Classification
: The proposed approach, through the integration of PCG signals with artificial intelligence, further strengthens the concept of early diagnosis of heart disease.
Authors
- Mehmet Nail Bilen (ORCID: https://orcid.org/0000-0003-1468-2930)
- Mehmet Ali Kobat (ORCID: https://orcid.org/0000-0002-2217-2925)
- Fatih Demir (ORCID: https://orcid.org/0000-0003-3210-3664)
- Fatih Mehmet ÇELİK
Institutions
- Fırat University (TR)
- Istanbul Metropolitan Municipality (TR)
- Elazığ Eğitim ve Araştırma Hastanesi (TR)
Publication Details
- Journal
- Diagnostics
- Published
- 2026-04-21
- DOI
- https://doi.org/10.3390/diagnostics16081234
- Primary Topic
- Phonocardiography and Auscultation Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00