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Publications

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Kappel, S., Looney, D., Mandic, D. P. & Kidmose, P. (2014). A method for quantitative assessment of artifacts in EEG, and an empirical study of artifacts. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 1686-1690. https://doi.org/10.1109/EMBC.2014.6943931
Wang, Y., Nakanishi, M., Kappel, S., Kidmose, P., Mandic, D., Wang, Y., Cheng, C. & Jung, T. (2015). Developing an Online Steady-State Visual Evoked Potential-Based Brain-Computer Interface System Using EarEEG. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, 2271 - 2274 . https://doi.org/10.1109/EMBC.2015.7318845
Kappel, S. & Kidmose, P. (2015). Study of Impedance Spectra for Dry and Wet EarEEG Electrodes. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, 3161-3164. https://doi.org/10.1109/EMBC.2015.7319063
Zhou, X., Li, Q., Kilsgaard, S., Moradi, F., Kappel, S. & Kidmose, P. (2016). A Wearable Ear-EEG Recording System Based on Dry-Contact Active Electrodes. In 2016 IEEE Symposium on VLSI Circuits, VLSI Circuits 2016: VLSI Circuits 2016 (Vol. 2016). Article 7573559 IEEE Press. https://doi.org/10.1109/VLSIC.2016.7573559
Kappel, S., Christensen, C. B., Mikkelsen, K. & Kidmose, P. (2016). Reference configurations for Ear-EEG steady-state responses. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, 5689-5692. https://doi.org/10.1109/EMBC.2016.7592018
Kappel, S. & Kidmose, P. (2017). High-density ear-EEG. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2394-2397. https://doi.org/10.1109/EMBC.2017.8037338
Kappel, S., Looney, D., Mandic, D. P. & Kidmose, P. (2017). Physiological artifacts in scalp EEG and ear-EEG. BioMedical Engineering Online, 16(1), 103. Article 103. https://doi.org/10.1186/s12938-017-0391-2
Christensen, C. B., Kappel, S. L. & Kidmose, P. (2018). Auditory Steady-State Responses across Chirp Repetition Rates for Ear-EEG and Scalp EEG. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, 1376-1379. https://doi.org/10.1109/EMBC.2018.8512527
Kappel, S. L. & Kidmose, P. (2018). Real-Life Dry-Contact Ear-EEG. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, 5470-5474. https://doi.org/10.1109/EMBC.2018.8513532
Kappel, S. L., Rank, M. L., Toft, H. O., Andersen, M. & Kidmose, P. (2019). Dry-Contact Electrode Ear-EEG. IEEE Transactions on Biomedical Engineering, 66(1), 150-158. Article 8357918. https://doi.org/10.1109/TBME.2018.2835778
Bertelsen, A. R., Bladt, H., Christensen, C. B., Kappel, S. L., Toft, H. O., Rank, M. L., Mikkelsen, K. & Kidmose, P. (2019). Generic Dry-Contact Ear-EEG. In 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019 (pp. 5613-5616). Article Paper SaA04.3 IEEE. https://doi.org/10.1109/EMBC.2019.8857351
Naim, A. M., Wickramasinghe, K., De Silva, A., Perera, M. V., Dulantha Lalitharatne, T. & Kappel, S. L. (2020). Low-cost Active Dry-Contact Surface EMG Sensor for Bionic Arms. In 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020 (Vol. 2020-October, pp. 3327-3332). Article 9283285 IEEE. https://doi.org/10.1109/SMC42975.2020.9283285
De Silva, A., Perera, M. V., Wickramasinghe, K., Naim, A. M., Dulantha Lalitharatne, T. & Kappel, S. L. (2020). Real-Time Hand Gesture Recognition Using Temporal Muscle Activation Maps of Multi-Channel Semg Signals. In 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings (pp. 1299-1303). Article 9054227 IEEE. https://doi.org/10.1109/ICASSP40776.2020.9054227
Pradeepkumar, J., Anandakumar, M., Kugathasan, V., Lalitharatne, T. D., De Silva, A. C. & Kappel, S. L. (2021). Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network. In 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021 (pp. 420-423). IEEE. https://doi.org/10.1109/EMBC46164.2021.9630958
Kappel, S. L. & Kidmose, P. (2022). Characterization of Dry-Contact EEG Electrodes and an Empirical Comparison of Ag/AgCl and IrO2 Electrodes. In 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 3127-3130). IEEE. https://doi.org/10.1109/EMBC48229.2022.9871923
Anandakumar, M., Pradeepkumar, J., Kappel, S. L., Edussooriya, C. U. S. & De Silva, A. C. (2023). A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data. In 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 514-519). IEEE. https://doi.org/10.1109/SMC53992.2023.10394011
Tabar, Y. R., Mikkelsen, K. B., Shenton, N., Kappel, S. L., Nikbakht, R., Toft, H. O., Henriksen, C. H., Hemmsen, M. C., Rank, M. L., Otto, M. & Kidmose, P. (2023). At-home sleep monitoring using generic ear-EEG. Frontiers in Neuroscience, 17, Article 987578. https://doi.org/10.3389/fnins.2023.987578
Cabrera, A. F., Gram-Kampmann, E. M., Kappel, S. L., Remvig, L. S., Toft, H. O., Madsen, R. E., Juhl, C., Kidmose, P. & Rank, M. L. (2024). Detection of Hypoglycemia using ear-EEG. In 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Proceedings IEEE. https://doi.org/10.1109/EMBC53108.2024.10781651
Pradeepkumar, J., Anandakumar, M., Kugathasan, V., Suntharalingham, D., Kappel, S. L., De Silva, A. C. & Edussooriya, C. U. S. (2024). Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, 2893-2904. https://doi.org/10.1109/TNSRE.2024.3438610
Bjarke Mikkelsen, K., Rezai Tabar, Y., Rævsbæk Birch, L., Kappel, S. L., Christensen, C. B., Dalskov Mosgaard, L., Otto, M., Christian Hemmsen, M., Lind Rank, M. & Kidmose, P. (2025). Ear-EEG sleep monitoring data sets. Scientific Data, 12(1), Article 301. https://doi.org/10.1038/s41597-025-04579-8