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Institut for Elektro- og Computerteknologi

Publications

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Nguyen, N. D. T., Phan, H., Geirnaert, S., Mikkelsen, K. & Kidmose, P. (2025). AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 33, 2695-2706. https://doi.org/10.1109/TNSRE.2025.3587637

Geirnaert, S., Kappel, S. L. & Kidmose, P. (2025). A direct comparison of simultaneously recorded scalp, around-ear and in-ear EEG for neural selective auditory attention decoding to speech. Scientific Reports, 15(1), Artikel 41655. https://doi.org/10.1038/s41598-025-25576-2

Borges, H. B., Alickovic, E., Christensen, C. B., Kidmose, P. & Zaar, J. (2025). Age-Related Differences in EEG-Based Speech Reception Threshold Estimation Using Scalp and Ear-EEG. Trends in Hearing, 29. https://doi.org/10.1177/23312165251372462

Lebiecka-Johansen, P., Strom, J., Mikkelsen, K. B., Cabrera, A. F., Madsen, R. E., Christensen, J. A. E., Hemmsen, M. C. & Kidmose, P. (2025). Benefits of Different Strategies to Adapt Sleep Scoring Models from Scalp- to Ear-EEG. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025, 1-7. https://doi.org/10.1109/EMBC58623.2025.11252780

Nguyen, N. D. T., Mikkelsen, K. & Kidmose, P. (2025). Cognitive component of auditory attention to natural speech events. Frontiers in Human Neuroscience, 18, Artikel 1460139. http://10.3389/fnhum.2024.1460139

Olsen, M. L. S., Thorlund, J. B., Zachariae, R., Vach, W., Bendix, L., Jespersen, J., Kidmose, P., Parsons, C., Kidholm, K. & Vægter, H. B. (2025). Digitally delivered cognitive behavioral therapy for insomnia (CBT-I) for patients with chronic pain and insomnia (The Back2Sleep Trial): study protocol for a randomized controlled trial. Trials, 26(1), Artikel 292. https://doi.org/10.1186/s13063-025-09013-3

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), Artikel 301. https://doi.org/10.1038/s41597-025-04579-8

Olsen, P. J., Tind Damgaard, A., Banluesombatkul, N. & Mikkelsen, K. B. (2025). EEG data alignment across devices using a neural network. I 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2025 - Proceedings IEEE. https://doi.org/10.1109/EMBC58623.2025.11254069

Gaardbaek, B. & Kidmose, P. (2025). Hearable Heart Beats: Recording the Heart Rate from the Ear. I 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Bind 2025, s. 1-6). IEEE. https://doi.org/10.1109/EMBC58623.2025.11254754

Musaeus, C. S., Viana, P. F., Cook, M., Duun-Henriksen, J., Beniczky, S., Kidmose, P., Vanrumste, B., Filtjens, B. & Kjaer, T. W. (2025). Home-Based sensing of the nervous system with clinical neurophysiology technologies: IFCN handbook chapter. Clinical Neurophysiology Practice, 10, 453-463. https://doi.org/10.1016/j.cnp.2025.09.003

Kilic, K., Vægter, H. B., Bruun, K. D., Vach, W., Hartvigsen, J., Koes, B. W., Kidmose, P., Søndergaard, J. & Thorlund, J. B. (2025). Melatonin for chronic back pain (the MOCHA trial): study protocol for a randomized, double-blind, placebo-controlled trial. Trials, 26(1), Artikel 513. https://doi.org/10.1186/s13063-025-09206-w

Gaardbaek, B. & Kidmose, P. (2025). On the Origin of Cardiovascular Sounds Recorded from the Ear. IEEE Transactions on Biomedical Engineering, 72(1), 210-216. https://doi.org/10.1109/TBME.2024.3445412

Banluesombatkul, N., Strøm, J., Olsen, M. L. S., Kilic, K., Sprehn, M., Thomsen, M. D., Christian Hemmsen, M., Thorlund, J. B., Mikkelsen, K., Vægter, H. B. & Kidmose, P. (2025). Sleep Analysis Using Longitudinal Ear-EEG Recordings. I 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2025 - Proceedings IEEE. https://doi.org/10.1109/EMBC58623.2025.11251745

Borges, H. B., Zaar, J., Alickovic, E., Christensen, C. B. & Kidmose, P. (2025). Speech Reception Threshold Estimation via EEG-Based Continuous Speech Envelope Reconstruction. European Journal of Neuroscience, 61(6), Artikel e70083. https://doi.org/10.1111/ejn.70083

Borges, H. B., Zaar, J., Alickovic, E., Christensen, C. B. & Kidmose, P. (2025). The speech reception threshold can be estimated using EEG electrodes in and around the ear. Journal of Neural Engineering, 22(5), Artikel 056008. https://doi.org/10.1088/1741-2552/ae00f3

Zamm, A., Loehr, J. D., Vesper, C., Konvalinka, I., Kappel, S. L., Heggli, O. A., Vuust, P. & Keller, P. E. (2024). A practical guide to EEG hyperscanning in joint action research: from motivation to implementation. Social Cognitive and Affective Neuroscience, 19(1), Artikel nsae026. https://doi.org/10.1093/scan/nsae026

Strøm, J., Engholm, A. L., Lorenzen, K. P. & Mikkelsen, K. B. (2024). Common sleep data pipeline for combined data sets. PLoS One, 19(8), Artikel e0307202. https://doi.org/10.1371/journal.pone.0307202

Sergeeva, A., Christensen, C. B. & Kidmose, P. (2024). Comparison of Spatial Filtering Methods for Ear-EEG ASSR Estimation. I 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings (s. 882-886). IEEE. https://doi.org/10.23919/eusipco63174.2024.10715430

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. I 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

Sergeeva, A., Bech Christensen, C. & Kidmose, P. (2024). Effect of Stimulus Bandwidth on the Auditory Steady-State Response in Scalp- and Ear-EEG. Ear and Hearing, 45(3), 626-635. https://doi.org/10.1097/AUD.0000000000001451

Lebiecka-Johansen, P., Cabrera, A. F., Strøm, J., Mikkelsen, K., Elsborg Madsen, R., Dyhr Thomsen, M., Hansen, M., Engelhard Christensen, J., Hemmsen, M. & Kidmose, P. (2024). Evaluation of Ear-EEG based Automatic Sleep Staging Performance. Journal of Sleep Research, 33(S1), Artikel e14291. https://doi.org/10.1111/jsr.14291

Lorenzen, K. P., Heremans, E. R. M., Vos, M. D. & Mikkelsen, K. B. (2024). Personalization of Automatic Sleep Scoring: How Best to Adapt Models to Personal Domains in Wearable EEG. IEEE Journal of Biomedical and Health Informatics, 28(10), 5804-5815. https://doi.org/10.1109/JBHI.2024.3409165

Borges, H. B., Zaar, J., Alickovic, E., Kidmose, P. & Christensen, C. B. (2024). Speech Reception Threshold Estimation via EEG-Based Continuous Speech Envelope Reconstruction. https://doi.org/10.1101/2024.06.26.600765v1

Musaeus, C. S., Kjaer, T. W., Lindberg, U., Vestergaard, M. B., Bo, H., Larsson, W., Press, D. Z., Andersen, B. B., Høgh, P., Kidmose, P., Hemmsen, M. C., Rank, M. L., Hasselbalch, S. G., Waldemar, G. & Frederiksen, K. S. (2024). Subclinical epileptiform discharges in Alzheimer’s disease are associated with increased hippocampal blood flow. Alzheimer's Research & Therapy, 16(1), Artikel 80. https://doi.org/10.1186/s13195-024-01432-9

Borges, H. B., Zaar, J., Alickovic, E., Christensen, C. B. & Kidmose, P. (2024). The Speech Reception Threshold Can be Estimated Using EEG Electrodes In and Around the Ear. https://doi.org/10.1101/2024.12.02.625819

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

Sergeeva, A., Christensen, C. B. & Kidmose, P. (2024). Towards ASSR-based hearing assessment using natural sounds. Journal of Neural Engineering, 21(2), Artikel 026045. https://doi.org/10.1088/1741-2552/ad3b6b

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. I 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (s. 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, Artikel 987578. https://doi.org/10.3389/fnins.2023.987578

Borup, K., Kidmose, P., Phan, H. & Mikkelsen, K. (2023). Automatic sleep scoring using patient-specific ensemble models and knowledge distillation for ear-EEG data. Biomedical Signal Processing and Control, 81, Artikel 104496. https://doi.org/10.1016/j.bspc.2022.104496

Musaeus, C. S., Frederiksen, K. S., Andersen, B. B., Høgh, P., Kidmose, P., Fabricius, M., Hribljan, M. C., Hemmsen, M. C., Rank, M. L., Waldemar, G. & Kjær, T. W. (2023). Detection of subclinical epileptiform discharges in Alzheimer's disease using long-term outpatient EEG monitoring. Neurobiology of Disease, 183, Artikel 106149. https://doi.org/10.1016/j.nbd.2023.106149

Klein-Hitpass, A., Kidmose, P. & Agarwala, S. (2023). Direct-write shielded cables for improved signal integrity. IEEE Journal on Flexible Electronics, 2(6), 481-485. https://doi.org/10.1109/JFLEX.2023.3294147

Jørgensen, S. D., Kidmose, P., Mikkelsen, K., Blech, M., Hemmsen, M. C., Rank, M. L. & Kjaer, T. W. (2023). Long-term ear-EEG monitoring of sleep – A case study during shift work. Journal of Sleep Research, 32(5), Artikel e13853. https://doi.org/10.1111/jsr.13853

Phan, H., Lorenzen, K. P., Heremans, E., Chen, O. Y., Tran, M. C., Koch, P., Mertins, A., Baumert, M., Mikkelsen, K. B. & De Vos, M. (2023). L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging. IEEE Journal of Biomedical and Health Informatics, 27(10), 4748-4757. https://doi.org/10.1109/JBHI.2023.3303197

Musaeus, C. S., Kjær, T. W., Cacic Hribljan, M., Andersen, B. B., Høgh, P., Kidmose, P., Fabricius, M., Hemmsen, M. C., Rank, M. L., Waldemar, G. & Frederiksen, K. S. (2023). Subclinical Epileptiform Activity in Dementia with Lewy Bodies. Movement Disorders, 38(10), 1861-1870. https://doi.org/10.1002/mds.29531

Phan, H. & Mikkelsen, K. (2022). Automatic sleep staging of EEG signals: recent development, challenges, and future directions. Physiological Measurement, 43(4), Artikel 04TR01. https://doi.org/10.1088/1361-6579/ac6049

Kappel, S. L. & Kidmose, P. (2022). Characterization of Dry-Contact EEG Electrodes and an Empirical Comparison of Ag/AgCl and IrO₂ Electrodes. I 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (s. 3127-3130). IEEE. https://doi.org/10.1109/EMBC48229.2022.9871923

Bechchristensen, C., Lunner, T., Harte, J., Rank, M. & Kidmose, P. (2022). Chirp-Evoked Auditory Steady-State Response: The Effect of Repetition Rate. IEEE Transactions on Biomedical Engineering, 69(2), 689-699. https://doi.org/10.1109/TBME.2021.3103332

Sergeeva, A., Christensen, C. B. & Kidmose, P. (2022). Investigation of the Effect of Spatial Filtering for Detecting Auditory Steady-State Responses Recorded from Ear-EEG. I 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (s. 56-59). IEEE. https://doi.org/10.1109/EMBC48229.2022.9871170

Musaeus, C. S., Waldemar, G., Andersen, B. B., Høgh, P., Kidmose, P., Hemmsen, M. C., Rank, M. L., Kjær, T. W. & Frederiksen, K. S. (2022). Long-Term EEG Monitoring in Patients with Alzheimer's Disease Using Ear-EEG: A Feasibility Study. Journal of Alzheimer's Disease, 90(4), 1713-1723. https://doi.org/10.3233/JAD-220491

Kjær, T. W., Rank, M. L., Hemmsen, M. C., Kidmose, P. & Mikkelsen, K. (2022). Repeated automatic sleep scoring based on ear-EEG is a valuable alternative to manually scored polysomnography. PLOS Digital Health, 1(10), Artikel e0000134. https://doi.org/10.1371/journal.pdig.0000134

Mikkelsen, K. B., Tabar, Y. R., Toft, H. O., Hemmsen, M. C., Rank, M. L. & Kidmose, P. (2022). Self-applied ear-EEG for sleep monitoring at home. I 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (s. 3135-3138). IEEE. https://doi.org/10.1109/EMBC48229.2022.9871076

Mikkelsen, K., Phan, H., Rank, M. L., Hemmsen, M. C., De Vos, M. & Kidmose, P. (2022). Sleep monitoring using ear-centered setups: Investigating the influence from electrode configurations. IEEE Transactions on Biomedical Engineering, 69(5), 1564-1572. https://doi.org/10.1109/TBME.2021.3116274

Phan, H., Mikkelsen, K., Chen, O. Y., Koch, P., Mertins, A. & De Vos, M. (2022). SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification. IEEE Transactions on Biomedical Engineering, 69(8), 2456-2467. https://doi.org/10.1109/TBME.2022.3147187

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. I 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021 (s. 420-423). IEEE. https://doi.org/10.1109/EMBC46164.2021.9630958

Abdolmaleki, H., Kidmose, P. & Agarwala, S. (2021). Droplet‐Based Techniques for Printing of Functional Inks for Flexible Physical Sensors. Advanced Materials, 33(20), Artikel 2006792. https://doi.org/10.1002/adma.202006792

Tabar, Y. R., Mikkelsen, K. B., Rank, M. L., Hemmsen, M. C., Otto, M. & Kidmose, P. (2021). Ear-EEG for sleep assessment: a comparison with actigraphy and PSG. Sleep and Breathing, 25(3), 1693-1705. https://doi.org/10.1007/s11325-020-02248-1

Mikkelsen, K., Rezaei Tabar, Y., Christensen, C. B. & Kidmose, P. (2021). EEGs Vary Less Between Lab and Home Locations Than They Do Between People. Frontiers in Computational Neuroscience, 15, 2454–2461. Artikel 565244. https://doi.org/10.3389/fncom.2021.565244

Tabar, Y. R., Mikkelsen, K. B., Rank, M. L., Hemmsen, M. C. & Kidmose, P. (2021). Investigation of low dimensional feature spaces for automatic sleep staging. Computer Methods and Programs in Biomedicine, 205, Artikel 106091. https://doi.org/10.1016/j.cmpb.2021.106091

Bliddal, H., Christensen, C. B., Møller, C., Vuust, P. & Kidmose, P. (2021). Neural correlates of beat perception measured using ear-EEG: Bringing EEG music studies into the concert hall . Poster-session præsenteret på Rhythm Production and Perception Workshop 2021, Oslo, Norge.

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