@article{Reference1,
  title={Ensemble learning for biomedical signal classification: a high-accuracy framework using spectrograms from percussion and palpation},
  author={Karim, Abdul and Ryu, Semin and Jeong, In cheol},
  journal={Scientific Reports},
  volume={15},
  number={1},
  pages={21592},
  year={2025},
  publisher={Nature Publishing Group UK London}
}

@article{Reference2,
  title={Advances in biosignal sensing and signal processing methods with wearable devices},
  author={Matthews, Jared and Kim, Jihoon and Yeo, Woon-Hong},
  journal={Analysis \& Sensing},
  volume={3},
  number={2},
  pages={e202200062},
  year={2023},
  publisher={Wiley Online Library}
}

@book{Reference3,
  title={Hybrid Artificial Intelligent Systems: 19th International Conference, HAIS 2024, Salamanca, Spain, October 9--11, 2024, Proceedings, Part I},
  author={Quinti{\'a}n, H{\'e}ctor and Corchado, Emilio and Lora, Alicia Troncoso and Garc{\'\i}a, Hilde P{\'e}rez and P{\'e}rez, Esteban Jove and Rolle, Jos{\'e} Luis Calvo and de Pis{\'o}n, Francisco Javier Mart{\'\i}nez and Bringas, Pablo Garc{\'\i}a and {\'A}lvarez, Francisco Mart{\'\i}nez and Herrero, {\'A}lvaro and others},
  volume={14857},
  year={2024},
  publisher={Springer Nature}
}

@article{Reference4,
  title={Deep learning hybrid model ECG classification using AlexNet and parallel dual branch fusion network model},
  author={Kolhar, Manjur and Al Rajeh, Ahmed M},
  journal={Scientific Reports},
  volume={14},
  number={1},
  pages={26919},
  year={2024},
  publisher={Nature Publishing Group UK London}
}

@inproceedings{Reference5,
  title={CBLMA: A Hybrid Model for Robust Signal Classification with Convolutional and Bidirectional LSTM Layers},
  author={Feng, Xiaoxu},
  booktitle={Proceedings of the International Conference on Image Processing, Machine Learning and Pattern Recognition},
  pages={148--156},
  year={2024}
}


@article{Reference6,
  title={Deep learning for ECG Arrhythmia detection and classification: an overview of progress for period 2017--2023},
  author={Ansari, Yaqoob and Mourad, Omar and Qaraqe, Khalid and Serpedin, Erchin},
  journal={Frontiers in Physiology},
  volume={14},
  pages={1246746},
  year={2023},
  publisher={Frontiers Media SA}
}

@article{Reference7,
  title={A fusion-based technique with hybrid swarm algorithm and deep learning for biosignal classification},
  author={Prabhakar, Sunil Kumar and Rajaguru, Harikumar and Kim, Chulho and Won, Dong-Ok},
  journal={Frontiers in Human Neuroscience},
  volume={16},
  pages={895761},
  year={2022},
  publisher={Frontiers Media SA}
}

