HSD-Net: a dual-branch CNN-BiLSTM network with hybrid cepstral fusion for heart sound classification

Caijian Hua, Ye Tian, Liuying Li, Xia Zhou

Open source

DOI: 10.3389/fmedt.2026.1883548
Published: 2026-08-18
Container: Frontiers in Medical Technology
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/fmedt.2026.1883548,
  title = {HSD-Net: a dual-branch CNN-BiLSTM network with hybrid cepstral fusion for heart sound classification},
  author = {Caijian Hua and Ye Tian and Liuying Li and Xia Zhou},
  year = {2026},
  journal = {Frontiers in Medical Technology},
  doi = {10.3389/fmedt.2026.1883548},
  url = {https://doi.org/10.3389/fmedt.2026.1883548}
}

RIS

TY  - JOUR
TI  - HSD-Net: a dual-branch CNN-BiLSTM network with hybrid cepstral fusion for heart sound classification
AU  - Caijian Hua
AU  - Ye Tian
AU  - Liuying Li
AU  - Xia Zhou
PY  - 2026
JO  - Frontiers in Medical Technology
DO  - 10.3389/fmedt.2026.1883548
UR  - https://doi.org/10.3389/fmedt.2026.1883548
ER  -

APA

Hua, C., Tian, Y., Li, L., & Zhou, X. (2026). HSD-Net: a dual-branch CNN-BiLSTM network with hybrid cepstral fusion for heart sound classification. Frontiers in Medical Technology. https://doi.org/10.3389/fmedt.2026.1883548

Source records

crossref · retrieved 2026-09-25T16:34:59.440Z