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  • 2023

    Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy

    Brink-Kjaer, A., Winer, J., Zeitzer, J. M., Sorensen, H. B. D., Jennum, P., Mignot, E. & During, E., 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 5 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    2 Citations (Scopus)
  • 2022

    Detection of Cheyne-Stokes Breathing using a transformer-based neural network

    Helge, A. W., Hanif, U., Joergensen, V. H., Jennum, P., Mignot, E. & Sorensen, H. B. D., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. IEEE, p. 4580-4583 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    1 Citation (Scopus)
  • End-to-end Deep Learning of Polysomnograms for Classification of REM Sleep Behavior Disorder

    Brink-Kjaer, A., Gunter, K. M., Mignot, E., During, E., Jennum, P. & Sorensen, H. B. D., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. IEEE, p. 2941-2944 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    Open Access
    File
    5 Citations (Scopus)
    11 Downloads (Pure)
  • 2021

    Automatic Segmentation to Cluster Patterns of Breathing in Sleep Apnea

    Joergensen, V. H., Hanif, U., Jennum, P., Mignot, E., Helge, A. W. & Sorensen, H. B. D., 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, p. 164-168 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    1 Citation (Scopus)
  • Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men

    Kjar, M. R., Brink-Kjar, A., Hanif, U., Mignot, E., Jennum, P. & Sorensen, H. B. D., 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. IEEE, p. 2396-2399 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  • Upper Airway Classification in Sleep Endoscopy Examinations using Convolutional Recurrent Neural Networks

    Hanif, U., Kezirian, E., Kiar, E. K., Mignot, E., Sorensen, H. B. D. & Jennum, P., 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. IEEE, p. 3957-3960 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    Open Access
    File
    5 Citations (Scopus)
    13 Downloads (Pure)
  • 2020

    Deep transfer learning for improving single-EEG arousal detection

    Olesen, A. N., Jennum, P., Mignot, E. & Sorensen, H. B. D., 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. IEEE, p. 99-103 5 p. 9176723. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    File
    14 Citations (Scopus)
    10 Downloads (Pure)
  • Predicting Age with Deep Neural Networks from Polysomnograms

    Brink-Kjaer, A., Mignot, E., Sorensen, H. B. D. & Jennum, P., 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. IEEE, p. 146-149 4 p. 9176254. (I E E E Engineering in Medicine and Biology Society. Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    3 Citations (Scopus)
  • Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs

    Hanif, U., Paulsen, R. R., Leary, E. B., Mignot, E., Jennum, P. & Sorensen, H. B. D., 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. IEEE, p. 1950-1953 4 p. 9176333. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    1 Citation (Scopus)
  • 2019

    A Clinically Applicable Interactive Micro and Macro-Sleep Staging Algorithm for Elderly and Patients with Neurodegeneration

    Cesari, M., Christensen, J. A. E., Sixel-Doring, F., Muntean, M. L., Mollenhauer, B., Trenkwalder, C., Jennum, P. & Sorensen, H. B. D., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. IEEE, p. 3649-3652 4 p. 8856705. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2019).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    File
    6 Citations (Scopus)
  • Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram

    Olesen, A. N., Chambon, S., Thorey, V., Jennum, P., Mignot, E. & Sorensen, H. B. D., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. IEEE, p. 556-561 6 p. 8856570. (Proceedings of the International Conference of the IEEE Engineering in Medicine and Biology Society ).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    8 Citations (Scopus)
  • 2018

    A Blind Source-Based Method for Automated Artifact-Correction in Standard Sleep EEG

    Waser, M., Garn, H., Jennum, P. J. & Sorensen, H. B. D., 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 6010-6013 4 p. (Proceedings of the International Conference of the IEEE Engineering in Medicine and Biology Society ).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    6 Citations (Scopus)
  • A New Fully Automated Random-Forest Algorithm for Sleep Staging

    Klok, A. B., Edin, J., Cesari, M., Olesen, A. N., Jennum, P. & Sorensen, H. B. D., 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. IEEE, p. 4920-4923 4 p. 8513413. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    19 Citations (Scopus)
  • Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms

    Olesen, A. N., Jennum, P., Peppard, P., Mignot, E. & Sorensen, H. B. D., 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. IEEE, p. 3713-3716 4 p. 8513080. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    22 Citations (Scopus)
  • Mobile Apnea Screening System for at-home Recording and Analysis of Sleep Apnea Severity.

    Bonnesen, M. P., Sorensen, H. B. D. & Jennum, P., 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 457-460 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    5 Citations (Scopus)
  • Probabilistic Data-Driven Method for Limb Movement Detection during Sleep

    Cesari, M., Christensen, J. A. E., Jennum, P. & Sorensen, H. B. D., 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. IEEE, p. 163-166 4 p. 8512254. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    4 Citations (Scopus)