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Ear-EEG Sleep Monitoring 2017 (EESM17)

ds004348 · 95 high-confidence citations

  1. SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

    Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos · 2019 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 582 citations

  2. Wearable EEG and beyond

    Alexander J. Casson · 2019 · Biomedical Engineering Letters

    Cites data paper 315 citations

  3. Hearables: Automatic Overnight Sleep Monitoring With Standardized In-Ear EEG Sensor

    Takashi Nakamura, Yousef D. Alqurashi, Mary J. Morrell, Danilo P. Mandic · 2019 · IEEE Transactions on Biomedical Engineering

    Cites data paper 145 citations

  4. Automatic sleep staging of EEG signals: recent development, challenges, and future directions

    Huy Phan, Kaare B. Mikkelsen · 2022 · Physiological Measurement

    Cites data paper 143 citations

  5. Accurate whole-night sleep monitoring with dry-contact ear-EEG

    Kaare B. Mikkelsen, Yousef R. Tabar, Simon L. Kappel, Christian Bech Christensen, Hans O. Toft, Martin Christian Hemmsen, Mike Lind Rank, Marit Otto, Preben Kidmose · 2019 · Scientific Reports

    Cites data paper 127 citations

  6. A Wearable In-Ear EEG Device for Emotion Monitoring

    Chanavit Athavipach, Setha Pan-ngum, Pasin Israsena · 2019 · Sensors

    Cites data paper 108 citations

  7. Validation of sleep stage classification using non-contact radar technology and machine learning (Somnofy®)

    Ståle Toften, Ståle Pallesen, Maria Hrozanova, Frode Moen, Janne Grønli · 2020 · Sleep Medicine

    Cites data paper 104 citations

  8. Home monitoring of sleep with a temporary-tattoo EEG, EOG and EMG electrode array: a feasibility study

    Shiran Shustak, Lilah Inzelberg, Stanislav Steinberg, David G. Rand, Moshe David Pur, Inbar Hillel, Shlomit Katzav, Firas Fahoum, Maarten De Vos, Anat Mirelman, Yael Hanein · 2018 · Journal of Neural Engineering

    Cites data paper 99 citations

  9. Machine‐learning‐derived sleep–wake staging from around‐the‐ear electroencephalogram outperforms manual scoring and actigraphy

    Kaare B. Mikkelsen, James K. Ebajemito, María‐Ángeles Bonmatí‐Carrión, Nayantara Santhi, Victoria L. Revell, Giuseppe Atzori, Ciro della Monica, Stefan Debener, Derk‐Jan Dijk, Annette Sterr, Maarten De Vos · 2018 · Journal of Sleep Research

    Cites data paper 96 citations

  10. Sensing with Earables

    Tobias Röddiger, Christopher Clarke, Paula Breitling, Tim Schneegans, Hai-qiang Zhao, Hans-Werner Gellersen, M. Beigl · 2022 · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

    Cites data paper 74 citations

  11. Design of hydrogel-based wearable EEG electrodes for medical applications

    Ju-Chun Hsieh, Yang Li, Huiqian Wang, Huiqian Wang, Matt Perz, Qiong Tang, Kai Wing Kevin Tang, Ilya Pyatnitskiy, Raymond Reyes, Hong Ding, Huiliang Wang, Huiliang Wang · 2022 · Journal of Materials Chemistry B

    Cites data paper 72 citations

  12. The future of wearable EEG: a review of ear-EEG technology and its applications

    Netiwit Kaongoen, Jae-Hoon Choi, Jin Woo Choi, Haram Kwon, Chaeeun Hwang, Guebin Hwang, Byung Hyung Kim, Sungho Jo · 2023 · Journal of Neural Engineering

    Cites data paper 62 citations

  13. Personalizing deep learning models for automatic sleep staging

    Kaare B. Mikkelsen, Maarten De Vos · 2018 · arXiv (Cornell University)

    Cites data paper 52 citations

  14. In-Ear EEG Based Attention State Classification Using Echo State Network

    Dong‐Hwa Jeong, Jaeseung Jeong · 2020 · Brain Sciences

    Cites data paper 47 citations

  15. Super-Resolution for Improving EEG Spatial Resolution using Deep Convolutional Neural Network—Feasibility Study

    Moonyoung Kwon, Sangjun Han, Kiwoong Kim, Sung Chan Jun · 2019 · Sensors

    Cites data paper 47 citations

  16. Ear-EEG for sleep assessment: a comparison with actigraphy and PSG

    Yousef R. Tabar, Kaare B. Mikkelsen, Mike Lind Rank, Martin Christian Hemmsen, Marit Otto, Preben Kidmose · 2020 · Sleep And Breathing

    Cites data paper 46 citations

  17. Speech-imagery-based brain–computer interface system using ear-EEG

    Netiwit Kaongoen, Jae-Hoon Choi, Sungho Jo · 2020 · Journal of Neural Engineering

    Cites data paper 43 citations

  18. Personalized automatic sleep staging with single-night data: a pilot study with Kullback–Leibler divergence regularization

    Huy Phan, Kaare Mikkelsen, Oliver Y Chén, Philipp Koch, Alfred Mertins, Preben Kidmose, Maarten De Vos · 2020 · Physiological Measurement

    Cites data paper 42 citations

  19. Hearables, in-ear sensing devices for bio-signal acquisition: a narrative review

    Colver Ken Howe Ne, Jameel Muzaffar, Aakash Amlani, Manohar Bance · 2021 · Expert Review of Medical Devices

    Cites data paper 40 citations

  20. At-home sleep monitoring using generic ear-EEG

    Yousef R. Tabar, Kaare B. Mikkelsen, Nelly Shenton, Simon L. Kappel, Astrid Rands Bertelsen, Reza Nikbakht, Hans O. Toft, Chris H. Henriksen, Martin Christian Hemmsen, Mike Lind Rank, Marit Otto, Preben Kidmose · 2023 · Frontiers in Neuroscience

    Cites data paper 40 citations

  21. Spotlight on Sleep Stage Classification Based on EEG

    Isabelle Lambert, Laure Peter‐Derex · 2023 · Nature and Science of Sleep

    Cites data paper 39 citations

  22. Advancements in Wearable EEG Technology for Improved Home-Based Sleep Monitoring and Assessment: A Review

    Manal Mohamed, Nourelhuda Mohamed, Jae Gwan Kim · 2023 · Biosensors

    Cites data paper 39 citations

  23. Sleep Monitoring Using Ear-Centered Setups: Investigating the Influence From Electrode Configurations

    Kaare B. Mikkelsen, Huy Phan, Mike Lind Rank, Martin Christian Hemmsen, Maarten De Vos, Preben Kidmose · 2021 · IEEE Transactions on Biomedical Engineering

    Cites data paper 38 citations

  24. Detection of sleep apnea from single-channel electroencephalogram (EEG) using an explainable convolutional neural network (CNN)

    Lachlan D Barnes, Kevin Lee, Andreas W. Kempa-Liehr, Luke E. Hallum · 2022 · PLoS ONE

    Cites data paper 37 citations

  25. Flex-Printed Ear-EEG Sensors for Adequate Sleep Staging at Home

    Carlos F. da Silva Souto, Wiebke Pätzold, Karen Insa Wolf, Marina Paul, Ida Matthiesen, Martin G. Bleichner, Stefan Debener · 2021 · Frontiers in Digital Health

    Cites data paper 35 citations

  26. Automatic sleep stage classification based on subcutaneous EEG in patients with epilepsy

    Sirin W. Gangstad, Kaare B. Mikkelsen, Preben Kidmose, Yousef R. Tabar, Sigge Weisdorf, Maja Hedegaard Lauritzen, Martin Christian Hemmsen, Lars Kai Hansen, Troels W. Kjær, Jonas Duun‐Henriksen · 2019 · BioMedical Engineering OnLine

    Cites data paper 35 citations

  27. Detection of generalized tonic-clonic seizures from ear-EEG based on EMG analysis

    Ivan C. Zibrandtsen, Preben Kidmose, Troels W. Kjær · 2018 · Seizure

    Cites data paper 34 citations

  28. Automatic detection of drowsiness using in-ear EEG

    Takashi Nakamura, Yousef D. Alqurashi, Mary J. Morrell, Danilo P. Mandic · 2018 · 2018 International Joint Conference on Neural Networks (IJCNN)

    Cites data paper 30 citations

  29. A novel in-ear sensor to determine sleep latency during the Multiple Sleep Latency Test in healthy adults with and without sleep restriction

    Yousef D. Alqurashi, Takashi Nakamura, Valentin Goverdovsky, James Moss, Michael I. Polkey, Danilo P. Mandic, Mary J. Morrell · 2018 · Nature and Science of Sleep

    Cites data paper 30 citations

  30. On the Feasibility of Using an Ear-EEG to Develop an Endogenous Brain-Computer Interface

    Soo-In Choi, Chang Hee Han, Ga-Young Choi, Jaeyoung Shin, Kwang Soup Song, Chang‐Hwan Im, Han-Jeong Hwang · 2018 · Sensors

    Cites data paper 26 citations

  31. Deep Convolutional Neural Network Based Eye States Classification Using Ear-EEG

    Chang Hee Han, Ga-Young Choi, Han‐Jeong Hwang · 2021 · Expert Systems with Applications

    Cites data paper 25 citations

  32. Global research on artificial intelligence-enhanced human electroencephalogram analysis

    Xieling Chen, Xiaohui Tao, Fu Lee Wang, Haoran Xie · 2021 · Neural Computing and Applications

    Cites data paper 24 citations

  33. Proof of concept: Screening for REM sleep behaviour disorder with a minimal set of sensors

    Navin Cooray, Fernando Andreotti, Christine Lo, Mkael Symmonds, Michele T.M. Hu, Maarten De Vos · 2021 · Clinical Neurophysiology

    Cites data paper 23 citations

  34. Combining VR with electroencephalography as a frontier of brain-computer interfaces

    Hongbian Li, Hyonyoung Shin, Luis Sentis, Ka‐Chun Siu, José del R. Millán, Nanshu Lu · 2024 · Device

    Cites data paper 23 citations

  35. EEG-based headset sleep wearable devices

    Karmen Markov, Mohamed Elgendi, Carlo Menon · 2024 · npj Biosensing

    Cites data paper 22 citations

  36. Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG

    Akseli Leino, Henri Korkalainen, Laura Kalevo, Sami Nikkonen, Samu Kainulainen, Alexander Ryan, Brett Duce, Kirsi Sipilä, Jari Ahlberg, Johanna Sahlman, T A Miettinen, Susanna Westerén-Punnonen, Esa Mervaala, Juha Töyräs, Sami Myllymaa, Timo Leppänen, Katja Myllymaa · 2022 · IEEE Access

    Cites data paper 20 citations

  37. Investigation of low dimensional feature spaces for automatic sleep staging

    Yousef R. Tabar, Kaare B. Mikkelsen, Mike Lind Rank, Martin Christian Hemmsen, Preben Kidmose · 2021 · Computer Methods and Programs in Biomedicine

    Cites data paper 19 citations

  38. Ear‐EEG‐based sleep scoring in epilepsy: A comparison with scalp‐EEG

    Sofie Drevsholt Jørgensen, Ivan C. Zibrandtsen, Troels W. Kjær · 2019 · Journal of Sleep Research

    Cites data paper 19 citations

  39. Transcranial Auricular Vagus Nerve Stimulation (taVNS) and Ear-EEG: Potential for Closed-Loop Portable Non-invasive Brain Stimulation

    Philipp Ruhnau, Tino Zaehle · 2021 · Frontiers in Human Neuroscience

    Cites data paper 18 citations

  40. Deep transfer learning for automated single-lead EEG sleep staging with channel and population mismatches

    Jaap F. van der Aar, Daan van den Ende, Pedro Fonseca, Fokke van Meulen, Sebastiaan Overeem, Merel M. van Gilst, Elisabetta Peri · 2024 · Frontiers in Physiology

    Cites data paper 16 citations

  41. Ubi-SleepNet

    Bing Zhai, Yu Guan, Michael Catt, Thomas Plötz · 2021 · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

    Cites data paper 15 citations

  42. Assessment of Construction Workers’ Spontaneous Mental Fatigue Based on Non-Invasive and Multimodal In-Ear EEG Sensors

    Xin Fang, Heng Li, Jie Ma, Xuejiao Xing, Zhibo Fu, Maxwell Fordjour Antwi‐Afari, Waleed Umer · 2024 · Buildings

    Cites data paper 15 citations

  43. Ear-EEG sensitivity modeling for neural sources and ocular artifacts

    Metin Yarıcı, Mike Thornton, Danilo P. Mandic · 2023 · Frontiers in Neuroscience

    Cites data paper 15 citations

  44. Development and Characterization of a Dry Ear-EEG Sensor With a Generic Flexible Earpiece

    Hongyu Liang, Yongxuan Wang, Honghui Li, Yuying Wang, Peter Liu, Rong Liu · 2023 · IEEE Transactions on Instrumentation and Measurement

    Cites data paper 15 citations

  45. ANPHY-Sleep: an Open Sleep Database from Healthy Adults Using High-Density Scalp Electroencephalogram

    Xiaoyan Wei, Tamir Avigdor, Alyssa Ho, Erica Minato, Alfonso Garcia‐Asensi, Jessica Royer, Yingqi Laetitia Wang, Vojtěch Trávníček, Katharina Schiller, Boris C. Bernhardt, Birgit Frauscher · 2024 · Scientific Data

    Cites data paper 15 citations

  46. Repeated automatic sleep scoring based on ear-EEG is a valuable alternative to manually scored polysomnography

    Troels W. Kjær, Mike Lind Rank, Martin Christian Hemmsen, Preben Kidmose, Kaare B. Mikkelsen · 2022 · PLOS Digital Health

    Cites data paper 14 citations

  47. Self-applied ear-EEG for sleep monitoring at home

    Kaare B. Mikkelsen, Yousef R. Tabar, Hans O. Toft, Martin Christian Hemmsen, Mike Lind Rank, Preben Kidmose · 2022 · 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

    Cites data paper 14 citations

  48. Ear-EEG Devices for the Assessment of Brain Activity: A Review

    José Yesith Juez, Hanane Moumane, Mérie Nassar, Isabela Molina-Salcedo, Fredy Segura-Quijano, Mario Valderrama, Michel Le Van Quyen · 2024 · IEEE Sensors Journal

    Cites data paper 14 citations

  49. Signal quality evaluation of an in-ear EEG device in comparison to a conventional cap system

    Hanane Moumane, Jérémy Pazuelo, Mérie Nassar, José Yesith Juez, Mario Valderrama, Michel Le Van Quyen · 2024 · Frontiers in Neuroscience

    Cites data paper 12 citations

  50. Wearability and Comfort of Earables During Sleep

    Tobias Röddiger, Christian Dinse, Michael Beigl · 2021 · Proceedings of the 2021 ACM International Symposium on Wearable Computers

    Cites data paper 12 citations

  51. Earable Multimodal Sensing and Stimulation: A Prospective Toward Unobtrusive Closed-Loop Biofeedback

    Yuchen Xu, Abhinav Uppal, Min Suk Lee, Kuldeep Mahato, Brian L. Wuerstle, Muyang Lin, Omeed Djassemi, Tao Chen, Rui Lin, Akshay Paul, Soumil Jain, Florian Chapotot, Esra Tasali, Patrick P. Mercier, Sheng Xu, Joseph Wang, Gert Cauwenberghs · 2024 · IEEE Reviews in Biomedical Engineering

    Cites data paper 11 citations

  52. Generic Dry-Contact Ear-EEG

    Astrid Rands Bertelsen, H. Bladt, Christian Bech Christensen, Simon L. Kappel, Hans O. Toft, Mike Lind Rank, Kaare B. Mikkelsen, Preben Kidmose · 2019 · 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

    Cites data paper 10 citations

  53. From Scalp to Ear-EEG: A Generalizable Transfer Learning Model for Automatic Sleep Scoring in Older People

    Ghena Hammour, Harry J. Davies, Giuseppe Atzori, Ciro della Monica, Kiran K G Ravindran, Victoria L. Revell, Derk‐Jan Dijk, Danilo P. Mandic · 2024 · IEEE Journal of Translational Engineering in Health and Medicine

    Cites data paper 10 citations

  54. Monitoring and staging human sleep

    Sharon Keenan, Max Hirshkowitz · 2022 · Elsevier eBooks

    Cites data paper 9 citations

  55. Predicting Sleep Classification Performance without Labels

    Kaare B. Mikkelsen, Yousef R. Tabar, Preben Kidmose · 2020 · 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

    Cites data paper 9 citations

  56. Muscle Activity Detection during Sleep by Ear-EEG

    Yousef R. Tabar, Kaare B. Mikkelsen, Mike Lind Rank, Martin Christian Hemmsen, Preben Kidmose · 2020 · 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

    Cites data paper 9 citations

  57. Discrimination of Sleep Spindles in Ear-EEG

    Kaare B. Mikkelsen, Simon L. Kappel, Martin Christian Hemmsen, Mike Lind Rank, Preben Kidmose · 2019 · 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

    Cites data paper 9 citations

  58. Cognitive component of auditory attention to natural speech events

    Nhan Duc Thanh Nguyen, Kaare B. Mikkelsen, Preben Kidmose · 2023 · Frontiers in Human Neuroscience

    Cites data paper 9 citations

  59. Development of Low-Cost in-the-Ear EEG Prototype

    Chanavit Athavipach, Setha Pan-ngum, Pasin Israsena · 2018 · 2018 15th International Joint Conference on Computer Science and Software Engineering (JCSSE)

    Cites data paper 8 citations

  60. Real-Time Seizure Detection Using Behind-the-Ear Wearable System

    Jamie Lehnen, Pooja Venkatesh, Zhuoran Yao, Abdul Aziz, Phuc Nguyen, Jay Harvey, Sasha Alick-Lindstrom, Alex Doyle, Irina Podkorytova, Ghazala Perven, Ryan Hays, Rodrigo Zepeda, Rohit Das, Kan Ding · 2024 · Journal of Clinical Neurophysiology

    Cites data paper 8 citations

  61. Long‐term <scp>ear‐EEG</scp> monitoring of sleep – A case study during shift work

    Sofie Drevsholt Jørgensen, Preben Kidmose, Kaare B. Mikkelsen, Maxine Blech, Martin Christian Hemmsen, Mike Lind Rank, Troels W. Kjær · 2023 · Journal of Sleep Research

    Cites data paper 8 citations

  62. Ear-EEG sleep monitoring data sets

    Kaare B. Mikkelsen, Yousef R. Tabar, Laura Birch, Simon L. Kappel, Christian Bech Christensen, Lars Dalskov Mosgaard, Marit Otto, Martin Christian Hemmsen, Mike Lind Rank, Preben Kidmose · 2025 · Scientific Data

    Cites data paper 8 citations

  63. Evaluating the Electroencephalographic Signal Quality of an In-Ear Wearable Device

    Jérémy Pazuelo, José Yesith Juez, Hanane Moumane, Jan Pyrzowski, Liliana Mayor, Fredy Segura-Quijano, Mario Valderrama, Michel Le Van Quyen · 2024 · Sensors

    Cites data paper 7 citations

  64. Apnea and hypopnea event detection using EEG, EMG, and sleep stage labels in a cohort of patients with suspected sleep apnea

    Danny H. Zhang, Jeffrey Zhou, Joseph D. Wickens, Andrew G. Veale, Luke E. Hallum · 2025 · Biomedical Signal Processing and Control

    Cites data paper 7 citations

  65. A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data

    Mithunjha Anandakumar, Jathurshan Pradeepkumar, Simon L. Kappel, Chamira U. S. Edussooriya, Anjula De Silva · 2023 · 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

    Cites data paper 6 citations

  66. The Home-Based Sleep Laboratory

    Yael Hanein, Anat Mirelman · 2021 · Journal of Parkinson s Disease

    Cites data paper 6 citations

  67. Hearables: Automatic Sleep Scoring from Single-Channel Ear-EEG in Older Adults

    Ghena Hammour, Giuseppe Atzori, Ciro della Monica, Kiran K G Ravindran, Victoria L. Revell, Derk‐Jan Dijk, Danilo P. Mandic · 2023 · 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

    Cites data paper 5 citations

  68. Enhancing Deep Sleep Induction Through a Wireless In-Ear EEG Device Delivering Binaural Beats and ASMR: A Proof-of-Concept Study

    Elke Hestermann, Kristiaan Schreve, David Vandenheever · 2024 · Sensors

    Cites data paper 5 citations

  69. A custom‐built single‐channel in‐ear electroencephalography sensor for sleep phase detection: an interdependent solution for at‐home sleep studies

    Daniel Filipe Borges, Joana Isabel Soares, Heloísa Silva, João Felgueiras, Carla Batista, Simão Ferreira, Nuno Rocha, Alberto Leal · 2024 · Journal of Sleep Research

    Cites data paper 5 citations

  70. Comparison analysis between standard polysomnographic data and in-ear-electroencephalography signals: a preliminary study

    Gianpaolo Palo, Luigi Fiorillo, Giuliana Monachino, Michal Bechný, Michel Wälti, Elias Meier, Francesca Pentimalli Biscaretti di Ruffia, Mark Melnykowycz, Athina Tzovara, Valentina Agostini, Francesca Dalia Faraci · 2024 · SLEEP Advances

    Cites data paper 5 citations

  71. Evaluating the performance of wearable EEG sleep monitoring devices: a meta-analysis approach

    Karmen Markov, Mohamed Elgendi, Carlo Menon · 2025 · npj Biomedical Innovations.

    Cites data paper 5 citations

  72. Effects of gender and age on sleep EEG functional connectivity differences in subjects with mild difficulty falling asleep

    Xiaodong Luo, Bin Zhou, Jilong Shi, G. Li, Yixia Zhu · 2024 · Frontiers in Psychiatry

    Cites data paper 4 citations

  73. Noise-Robust Sleep Staging via Adversarial Training With an Auxiliary Model

    Chaehwa Yoo, Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo, Je‐Won Kang · 2022 · IEEE Transactions on Biomedical Engineering

    Cites data paper 4 citations

  74. Light-weight sleep monitoring: electrode distance matters more than placement for automatic scoring

    Kaare B. Mikkelsen, Huy Phan, Mike Lind Rank, Martin Christian Hemmsen, Maarten De Vos, Preben Kidmose · 2021 · arXiv (Cornell University)

    Cites data paper 4 citations

  75. A New Generic Single-Channel Ear-EEG Recording Platform

    Hongyu Liang, Rong Liu · 2022 · IS4SI 2021

    Cites data paper 3 citations

  76. Ear-EEG Sensitivity Modelling for Neural and Artifact Sources

    Metin Yarici, Mike D. Thornton, Danilo P. Mandic · 2022 · n/a

    Cites data paper 3 citations

  77. Automated Sleep Staging in Epilepsy Using Deep Learning on Standard Electroencephalogram and Wearable Data

    Jaiver Macea, Elisabeth R. M. Heremans, Renée Proost, Maarten De Vos, Wim Van Paesschen · 2025 · Journal of Sleep Research

    Cites data paper 2 citations

  78. Patch-type wearable electrocardiography and impedance pneumography for sleep staging: A multi-modal deep learning approach

    Sunghan Lee, Ung Park, Suyeon Yun, Goeun Park, Sung Pil Cho, Kyung Min Kim, In Cheol Jeong · 2025 · Computers in Biology and Medicine

    Cites data paper 2 citations

  79. ID.EARS: One-Ear EEG Device with Biosignal Noise for Real-Time Gesture Recognition and Various Interactions

    Hyunjin An, Eunkyu Oh, Yoo-Sung Kim, Seonho Kim, Dasom Park, Changhoon Oh · 2025 · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems

    Cites data paper 2 citations

  80. In-Ear EEG Auditory Neurofeedback Towards Unobtrusive Sleep Enhancement

    Min Suk Lee, Zhaoyi Liu, Abhinav Uppal, Jia Song, Akshay Paul, Florian Chapotot, Esra Tasali, Yuchen Xu, Gert Cauwenberghs · 2025 · 2025 IEEE Custom Integrated Circuits Conference (CICC)

    Cites data paper 2 citations

  81. Automated Sleep Stage Classification Based on Multiple Channels of Electroencephalographic Signals Using Machine Learning Algorithm

    Santosh Kumar Satapathy, D. Loganathan · 2020 · Lecture notes in networks and systems

    Cites data paper 1 citations

  82. EEG data alignment across devices using a neural network

    Peter Olsen, Andreas Tind Damgaard, Nannapas Banluesombatkul, Kaare B. Mikkelsen · 2025 · 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

    Cites data paper 1 citations

  83. Automatic Sleep Staging of Single-Channel Ear-EEG Signals With a Probabilistic Ensemble Learning Approach

    Hongyu Liang, Yongxuan Wang, Le Yang, Mei‐Mei Wu, Dan Wang, Xiaohong Wang, Rong Liu · 2025 · IEEE Journal of Biomedical and Health Informatics

    Cites data paper 1 citations

  84. Marking stages of REM and non-REM sleep using recurrent analysis

    Elizaveta Emelyanova, Anton Selskii · 2023 · Izvestiya VUZ Applied Nonlinear Dynamics

    Cites data paper 1 citations

  85. Sleep Analysis Using Longitudinal Ear-EEG Recordings

    Nannapas Banluesombatkul, J. Strøm, Maria Louise Stage Olsen, Kübra Kılıç, Michael Sprehn, Mia Dyhr Thomsen, Martin Christian Hemmsen, Jonas Bloch Thorlund, Kaare B. Mikkelsen, Henrik Bjarke Vægter, Preben Kidmose · 2025 · 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

    Cites data paper 1 citations

  86. Dreamliminal: A Closed-Loop EEG Wearable for Prolonging the N1 Sleep Stage

    Xiao Fang, Tian Zhou, Duoduo Li, Michaela Vranic‐Peters, Nathan Semertzidis, Yanming Zhu, Jiajun Bu, Adam Haar Horowitz, Pattie Maes, Nathan W. Whitmore · 2026 · Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems

    Cites data paper

  87. Detection of Hypoglycemia using ear-EEG

    Alvaro Fuentes Cabrera, Eva-Marie Gram-Kampmann, Simon L. Kappel, Line Sofie Remvig, Hans O. Toft, Rasmus Elsborg Madsen, Claus Bogh Juhl, Preben Kidmose, Mike Lind Rank · 2024 · 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

    Cites data paper

  88. Hearables: Bioelectronics technological challenges and opportunities

    Leping Yu, Luis Fernando Herbozo Contreras, Zhaojing Huang, Zhilin Yang, Bobby Chen, Omid Kavehei · 2025 · Wearable Technologies

    Cites data paper

  89. Automatic Sleep Apnea Detection from EEG Using Deep Convolutional Neural Networks

    Elena Irurueta, Mariano Fernández-Corazza · 2025 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany

    Cites data paper

  90. Electroencephalography

    Sharon Keenan, Oscar Carrillo · 2022 · Elsevier eBooks

    Cites data paper

  91. Hypoglycemia Detection Based on ear-EEG

    Alvaro Fuentes Cabrera, Simon L. Kappel, Line Sofie Remvig, Hans O. Toft, Rasmus Elsborg Madsen, Preben Kildmose, Mike Lind Rank · 2020 · Research Square

    Cites data paper

  92. G-CMTF Net: Spectro-Temporal Disentanglement and Reliability-Aware Gated Cross-Modal Temporal Fusion for Robust PSG Sleep Staging

    Jiongyao Ye, Pengfei Li · 2026 · Symmetry

    Cites data paper

  93. Learning the relative composition of EEG signals using pairwise relative shift pretraining

    Chris Sandino, S. Lala, Geeling Chau, M. Ayoughi, Behrooz Mahasseni, Ellen L. Zippi, Ali Moin, Erdrin Azemi, Hanlin Goh · 2025 · ArXiv

    Cites data paper

  94. Beyond Scores: Earables as Active Recovery Boosters for Longevity and Performance

    Andrea Ferlini, A. Balaji, Mathias Ciliberto, Alessandro Montanari · 2025 · Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing

    Cites data paper

  95. Semi-supervised Contrastive Learning for Reliable Sleep Staging with Small Labeled Photoplethysmography Data

    Qi Wang, Zhengyuan Zhang, Guanzhou Zhu, Yuxing Yao, Zilong Wang, Yiyan Wang, Yuxuan Fu, Yixuan Song, Dong Zhao, Huadong Ma · 2025 · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

    Cites data paper

5 lower-confidence citations (not counted)
  1. Employing of machine learning and wearable devices in healthcare system: tasks and challenges

    Hend S. Saad, John Zaki, Mohamed M. Abdelsalam · 2024 · Neural Computing and Applications

    Cites data paper 33 citations

  2. Expedition Cognition: A Review and Prospective of Subterranean Neuroscience With Spaceflight Applications

    Nicolette B. Mogilever, Lucrezia Zuccarelli, Ford Burles, Giuseppe Iaria, Giacomo Strapazzon, Loredana Bessone, Emily B. J. Coffey · 2018 · Frontiers in Human Neuroscience

    Cites data paper 31 citations

  3. Application of the Discriminant Analysis for Diagnostics of the Arterial Hypertension - Analysis of Short-Term Heart Rate Variability Signals

    V. Kublanov, A. Dolganov, V. Borisov · 2016 · n/a

    Cites data paper 5 citations

  4. Brain Computer Interfaces and Emotional Involvement: Theory, Research, and Applications

    Claudio Lucchiari · 2022 · n/a

    Cites data paper 1 citations

  5. Sleep and Mental Health in the Ageing Population

    Ali Amidi, Cecilie D. R. Buskbjerg, Dinne Skjærlund Christensen, Lisa M. Wu, Robert Zachariae · 2024 · Healthy ageing and longevity

    Cites data paper