- Insomnia disorder: State of the science and challenges for the future
Dieter Riemann, Fee Benz, Raphael J. Dressle, Colin A. Espie, Anna F. Johann, Tessa F. Blanken, Jeanne Leerssen, Rick Wassing, Alasdair L. Henry, Simon D. Kyle, Kai Spiegelhalder, Eus J.W. Van Someren · 2022 · Journal of Sleep Research
Cites data paper 327 citations
- SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos · 2022 · IEEE Transactions on Biomedical Engineering
Cites data paper 312 citations
- XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging
Huy Phan, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Maarten De Vos · 2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Cites data paper 269 citations
- Recent advances in wearable sensors and portable electronics for sleep monitoring
Shinjae Kwon, Hojoong Kim, Woon‐Hong Yeo · 2021 · iScience
Cites data paper 190 citations
- Video-polysomnography procedures for diagnosis of rapid eye movement sleep behavior disorder (RBD) and the identification of its prodromal stages: guidelines from the International RBD Study Group
Matteo Cesari, Anna Heidbreder, Erik K. St. Louis, Friederike Sixel‐Döring, Donald L. Bliwise, Luca Baldelli, Frédérik Bes, Maria Livia Fantini, Álex Iranzo, Stine Knudsen, Geert Mayer, Stuart J. McCarter, Jiří Nepožitek, Milena Pavlova, Federica Provini, Joan Santamaría, Jun‐Sang Sunwoo, Aleksandar Videnović, Birgit Högl, Poul Jennum, Julie Anja Engelhard Christensen, Ambra Stefani · 2021 · SLEEP
Cites data paper 167 citations
- At-home wireless sleep monitoring patches for the clinical assessment of sleep quality and sleep apnea
Shinjae Kwon, Hyeon Seok Kim, Hyeon Seok Kim, Kangkyu Kwon, Hodam Kim, Hodam Kim, Yun‐Soung Kim, Sung Hoon Lee, Young‐Tae Kwon, Jae‐Woong Jeong, Lynn Marie Trotti, Audrey Duarte, Woon‐Hong Yeo · 2023 · Science Advances
Cites data paper 160 citations
- Automatic sleep staging of EEG signals: recent development, challenges, and future directions
Huy Phan, Kaare B. Mikkelsen · 2022 · Physiological Measurement
Cites data paper 148 citations
- Conformal in-ear bioelectronics for visual and auditory brain-computer interfaces
Zhouheng Wang, Nanlin Shi, Yingchao Zhang, Ning Zheng, Haicheng Li, Yang Jiao, Jiahui Cheng, Yutong Wang, Xiaoqing Zhang, Ying Chen, Yihao Chen, Heling Wang, Tao Xie, Yijun Wang, Yinji Ma, Xiaorong Gao, Xue Feng · 2023 · Nature Communications
Cites data paper 124 citations
- L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging
Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos · 2023 · IEEE Journal of Biomedical and Health Informatics
Cites data paper 85 citations
- 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 78 citations
- 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 74 citations
- Wireless ear EEG to monitor drowsiness
Ryan Kaveh, Carolyn Schwendeman, Leslie Pu, Ana Claudia Arias, Rikky Muller · 2024 · Nature Communications
Cites data paper 74 citations
- 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 69 citations
- Technologies for sleep monitoring at home: wearables and nearables
Heenam Yoon, Sang Ho Choi · 2023 · Biomedical Engineering Letters
Cites data paper 68 citations
- Waking Up to the Importance of Sleep in Type 2 Diabetes Management: A Narrative Review
Joseph Henson, Alix Covenant, Andrew P. Hall, Louisa Herring, Alex V. Rowlands, Thomas Yates, Melanie J. Davies · 2024 · Diabetes Care
Cites data paper 64 citations
- 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 47 citations
- 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
- 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 42 citations
- 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 41 citations
- 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
- Using a standalone ear-EEG device for focal-onset seizure detection
McGregor Joyner, Sheng-Hsiou Hsu, Stéphanie Martin, Jennifer E. Dwyer, Denise F. Chen, Reza Sameni, Samuel H. Waters, Konstantin Grigorevich Borodin, Gari D. Clifford, Allan I. Levey, John Hixson, Daniel Winkel, Jonathan Berent · 2024 · Bioelectronic Medicine
Cites data paper 36 citations
- 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
- A Systematic Review of Closed-Loop Feedback Techniques in Sleep Studies—Related Issues and Future Directions
Jinyoung Choi, Moonyoung Kwon, Sung Chan Jun · 2020 · Sensors
Cites data paper 35 citations
- Detection of subclinical epileptiform discharges in Alzheimer's disease using long-term outpatient EEG monitoring
Christian Sandøe Musaeus, Kristian Steen Frederiksen, Birgitte Andersen, Peter Høgh, Preben Kidmose, Martin Fabricius, Melita Čačić Hribljan, Martin Christian Hemmsen, Mike Lind Rank, Gunhild Waldemar, Troels W. Kjær · 2023 · Neurobiology of Disease
Cites data paper 35 citations
- The past, present, and future of sleep quality assessment and monitoring
Yanyan Chen, Yanyan Chen, Enyuan Zhou, Yu Wang, Guodong Xu, Guodong Xu, Lin Chen · 2023 · Brain Research
Cites data paper 32 citations
- Advancing towards Ubiquitous EEG, Correlation of In-Ear EEG with Forehead EEG
Swati Mandekar, Abigail Holland, Moritz Thielen, Mehdi Behbahani, Mark Melnykowycz · 2022 · Sensors
Cites data paper 29 citations
- A wearable device for at-home obstructive sleep apnea assessment: State-of-the-art and research challenges
Ngoc Thai Tran, Huu Nam Tran, Anh Tuan Mai · 2023 · Frontiers in Neurology
Cites data paper 28 citations
- Advances in Electrode Materials for Scalp, Forehead, and Ear EEG: A Mini-Review
Gayaneh Petrossian, Pierre Kateb, Floriane Miquet‐Westphal, Fabio Cicoira · 2023 · ACS Applied Bio Materials
Cites data paper 28 citations
- Long-Term EEG Monitoring in Patients with Alzheimer’s Disease Using Ear-EEG: A Feasibility Study
Christian Sandøe Musaeus, Gunhild Waldemar, Birgitte Andersen, Peter Høgh, Preben Kidmose, Martin Christian Hemmsen, Mike Lind Rank, Troels W. Kjær, Kristian Steen Frederiksen · 2022 · Journal of Alzheimer s Disease
Cites data paper 26 citations
- Monitoring sleep stages with a soft electrode array: Comparison against<scp>vPSG</scp>and home‐based detection of<scp>REM</scp>sleep without atonia
Shani Oz, Andrew Dagay, Shlomit Katzav, Danielle Wasserman, Riva Tauman, Aaron Gerston, Iain Duncan, Yael Hanein, Anat Mirelman · 2023 · Journal of Sleep Research
Cites data paper 26 citations
- EEG-based headset sleep wearable devices
Karmen Markov, Mohamed Elgendi, Carlo Menon · 2024 · npj Biosensing
Cites data paper 26 citations
- Subclinical Epileptiform Activity in Dementia with Lewy Bodies
Christian Sandøe Musaeus, Troels W. Kjær, Melita Čačić Hribljan, Birgitte Andersen, Peter Høgh, Preben Kidmose, Martin Fabricius, Martin Christian Hemmsen, Mike Lind Rank, Gunhild Waldemar, Kristian Steen Frederiksen · 2023 · Movement Disorders
Cites data paper 24 citations
- A systematic review of the validity of non-invasive sleep-measuring devices in mid-to-late life adults: Future utility for Alzheimer's disease research
Sebastian F Green, Tory Frame, Luke Vikram Banerjee, Amy Gimson, Jonathan Blackman, Hamish Morrison, Katie Lloyd, Sarah Rudd, William George Frederick Fotherby, Ullrich Bartsch, Shaun Purcell, Matthew W. Jones, Elizabeth Coulthard · 2022 · Sleep Medicine Reviews
Cites data paper 22 citations
- EarSleep: In-ear Acoustic-based Physical and Physiological Activity Recognition for Sleep Stage Detection
Feiyu Han, Panlong Yang, Yuanhao Feng, Weiwei Jiang, Youwei Zhang, Xiang-Yang Li · 2024 · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
Cites data paper 22 citations
- Flower electrodes for comfortable dry electroencephalography
Indhika Fauzhan Warsito, Milana Komosar, Maria Anne Bernhard, Patrique Fiedler, Jens Haueisen · 2023 · Scientific Reports
Cites data paper 20 citations
- Highly Porous Platinum Electrodes for Dry Ear-EEG Measurements
Max Eickenscheidt, P. Schäfer, Yara Baslan, Claudia Schwarz, Thomas Stieglitz · 2020 · Sensors
Cites data paper 20 citations
- 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
- Automatic sleep scoring using patient-specific ensemble models and knowledge distillation for ear-EEG data
Kenneth Borup, Preben Kidmose, Huy Phan, Kaare B. Mikkelsen · 2022 · Biomedical Signal Processing and Control
Cites data paper 18 citations
- 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 18 citations
- Alpha Oscillations During Effortful Continuous Speech: From Scalp EEG to Ear-EEG
Tirdad Seifi, Emina Aličković, Alvaro Fuentes Cabrera, William M. Whitmer, Lauren V. Hadley, Mike Lind Rank, Thomas Lunner, Carina Graversen · 2022 · IEEE Transactions on Biomedical Engineering
Cites data paper 17 citations
- Miniaturization for wearable EEG systems: recording hardware and data processing
Minjae Kim, Seung-Jae Yoo, Chul Kim · 2022 · Biomedical Engineering Letters
Cites data paper 17 citations
- EEGs Vary Less Between Lab and Home Locations Than They Do Between People
Kaare B. Mikkelsen, Yousef R. Tabar, Christian Bech Christensen, Preben Kidmose · 2021 · Frontiers in Computational Neuroscience
Cites data paper 17 citations
- The Next Frontier in Brain Monitoring: A Comprehensive Look at In-Ear EEG Electrodes and Their Applications
Alexandra Stefania Mihai, Oana Geman, Roxana Toderean, Lucas Miron, Sara Sharghilavan · 2025 · Sensors
Cites data paper 17 citations
- 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 16 citations
- 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 16 citations
- Auditory closed‐loop stimulation on sleep slow oscillations using in‐ear EEG sensors
David Henao, Miguel Navarrete, José Yesith Juez, Hugo Dinh, Rodrigo Gómez, Mario Valderrama, Michel Le Van Quyen · 2022 · Journal of Sleep Research
Cites data paper 15 citations
- EEG miniaturization limits for stimulus decoding with EEG sensor networks
Abhijith Mundanad Narayanan, Rob Zink, Alexander Bertrand · 2021 · Journal of Neural Engineering
Cites data paper 15 citations
- A comprehensive study on the efficacy of a wearable sleep aid device featuring closed-loop real-time acoustic stimulation
Anh Nguyen, Galen Pogoncheff, Ban Xuan Dong, Nam Bui, Hoang Truong, Nhat Pham, Linh Anh Nguyen, Hoang Nguyen-Huu, Khue Bui-Diem, Quan Vu-Tran-Thien, Sy Duong‐Quy, Sangtae Ha, Tam Vu · 2023 · Scientific Reports
Cites data paper 15 citations
- 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
- 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
- A ballistocardiogram dataset with reference sensor signals in long-term natural sleep environments
Y Li, Jiong-Ling Huang, Xinyu Yao, Siqi Mu, Shouxin Zong, Yanfei Shen · 2024 · Scientific Data
Cites data paper 14 citations
- New Paths in Respiratory Sleep Medicine
Thomas Penzel, Sarah Dietz-Terjung, Holger Woehrle, Christoph Schöbel · 2021 · Sleep Medicine Clinics
Cites data paper 13 citations
- Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings
Matias Rusanen, R. Huttunen, Henri Korkalainen, Sami Myllymaa, Juha Töyräs, Katja Myllymaa, Sigríður Sigurðardóttir, Kristin A. Olafsdottir, Timo Leppänen, Erna Sif Arnardóttir, Samu Kainulainen · 2023 · IEEE Journal of Biomedical and Health Informatics
Cites data paper 13 citations
- In-Ear Electrode EEG for Practical SSVEP BCI
Surej Mouli, Ramaswamy Palaniappan, Emmanuel Molefi, Ian McLoughlin · 2020 · Technologies
Cites data paper 13 citations
- A personalized earbud for non-invasive long-term EEG monitoring
Mahmoud Zeydabadinezhad, Jon Jowers, Derek L. Buhl, Brian T. Cabaniss, Babak Mahmoudi · 2024 · Journal of Neural Engineering
Cites data paper 12 citations
- An Effective and Interpretable Sleep Stage Classification Approach Using Multi-Domain Electroencephalogram and Electrooculogram Features
Xin Xu, Bei Zhang, Tingting Xu, Junyi Tang · 2025 · Bioengineering
Cites data paper 10 citations
- Earable Design Analysis for Sleep EEG Measurements
Swati Mandekar, Lina Jentsch, Kai Lutz, Mehdi Behbahani, Mark Melnykowycz · 2021 · Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers
Cites data paper 10 citations
- 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 10 citations
- Predicting Sleep Classification Performance without Labels
Kaare B. Mikkelsen, Yousef R. Tabar, Preben Kidmose · 2020 · n/a
Cites data paper 9 citations
- 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 9 citations
- SleepGCN: A transition rule learning model based on Graph Convolutional Network for sleep staging
Xuhui Wang, Yuanyuan Zhu · 2024 · Computer Methods and Programs in Biomedicine
Cites data paper 9 citations
- Characterization of Dry-Contact EEG Electrodes and an Empirical Comparison of Ag/AgCl and IrO<sub>2</sub> Electrodes
Simon L. Kappel, Preben Kidmose · 2022 · 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
Cites data paper 8 citations
- Ultra-Wideband Radar-Based Sleep Stage Classification in Smartphone Using an End-to-End Deep Learning
Jonghyun Park, Seung-Man Yang, Gihsung Chung, Ivo Junior Leal Zanghettin, Jonghee Han · 2024 · IEEE Access
Cites data paper 8 citations
- Muscle Activity Detection during Sleep by Ear-EEG
Yousef R. Tabar, Kaare B. Mikkelsen, Mike Lind Rank, Martin Christian Hemmsen, Preben Kidmose · 2020 · n/a
Cites data paper 8 citations
- Ear‐Area Soft Electronics for Advanced Healthcare Monitoring
Yue Yu, Haoyu Zhang, Xiaosen Pan, Ming Yuan, Yuyang Sun, Peng Han, Quan Fang, Baiya Li, Feng Xu, Yunsheng Fang · 2025 · Advanced Functional Materials
Cites data paper 8 citations
- Requirements and Architecture of a Cloud Based Insomnia Therapy and Diagnosis Platform: A Smart Cities Approach
Daniel Reichenpfader, Sten Hanke · 2021 · Smart Cities
Cites data paper 8 citations
- 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
- 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 dataset 8 citations
- Technical Performance of Textile-Based Dry Forehead Electrodes Compared With Medical-Grade Overnight Home Sleep Recordings
Matias Rusanen, Samu Kainulainen, Henri Korkalainen, Laura Kalevo, Katja Myllymaa, Timo Leppänen, Juha Töyräs, Erna Sif Arnardóttir, Sami Myllymaa · 2021 · IEEE Access
Cites data paper 7 citations
- High-density ear-EEG for understanding ear-centered EEG
Arnd Meiser, Anna Lena Knoll, Martin G. Bleichner · 2023 · Journal of Neural Engineering
Cites data paper 7 citations
- A direct comparison of simultaneously recorded scalp, around-ear and in-ear EEG for neural selective auditory attention decoding to speech
Simon Geirnaert, Simon L. Kappel, Preben Kidmose · 2025 · Scientific Reports
Cites data paper 7 citations
- 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 7 citations
- Hearables: Ear EEG Based Driver Fatigue Detection
Metin Yarici, P. Amadori, H. Davies, Takashi Nakamura, Nico Lingg, Y. Demiris, Danilo P. Mandic · 2023 · n/a
Cites data paper 7 citations
- 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 6 citations
- 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
- Save Muscle Information–Unfiltered EEG Signal Helps Distinguish Sleep Stages
Gi-Ren Liu, Caroline Lustenberger, Yu-Lun Lo, Wen‐Te Liu, Yuan-Chung Sheu, Hau‐Tieng Wu · 2020 · Sensors
Cites data paper 6 citations
- 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 6 citations
- 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 6 citations
- Personalization of Automatic Sleep Scoring: How Best to Adapt Models to Personal Domains in Wearable EEG
Kristian P. Lorenzen, Elisabeth R. M. Heremans, Maarten De Vos, Kaare B. Mikkelsen · 2024 · IEEE Journal of Biomedical and Health Informatics
Cites data paper 6 citations
- Mobile Sleep Stage Analysis Using Multichannel Wearable Devices Integrated with Stretchable Transparent Electrodes
Han‐Don Um, Eunseo Noh, Chaehwa Yoo, Hyang Woon Lee, Je‐Won Kang, Byoung Hoon Lee, Jung‐Rok Lee · 2025 · ACS Sensors
Cites data paper 5 citations
- A Large-Scale Study of a Sleep Tracking and Improving Device with Closed-loop and Personalized Real-time Acoustic Stimulation
Anh Nguyen, Galen Pogoncheff, Ban Xuan Dong, Nam Bui, Hoang Truong, Nhat Pham, Linh T. Nguyen, Hoan Nguyen, S. Duong-Quy, Sangtae Ha, Tam Vu · 2022 · ArXiv
Cites data paper 5 citations
- CCAM: Cross-Channel Association Mining for Ubiquitous Sleep Staging
Shuo Ma, Yingwei Zhang, Yunqi Liu, Yiqiang Chen, Weiwen Yang, Jianrong Yang, Mingming Zhao, Ziyu Jia · 2024 · IEEE Internet of Things Journal
Cites data paper 4 citations
- Self-administered electroencephalography-based sleep assessment: compliance and perceived feasibility in children and adults
Jesper Pedersen, Martin Gillies Banke Rasmussen, Line Grønholt Olesen, Peter Lund Kristensen, Anders Grøntved · 2021 · Sleep Science and Practice
Cites data paper 4 citations
- Breathable soft bioelectronics for enhanced automatic detection of obstructive sleep apnea
Seunghyeb Ban, Youngjin Kwon, Ikhwan Shin, Megan M. Perez, Benjamin J. Smith, Yunuo Huang, Jae Young Yoo, Joongmyeon Bae, Chad A. Purnell, Woon‐Hong Yeo · 2025 · Biosensors and Bioelectronics
Cites data paper 4 citations
- Recent development of single-channel EEG-based automated sleep stage classification: Review and future perspectives
Akib Zaman, Shiu Kumar, Swakkhar Shatabda, Abdollah Dehzangi, Alok Sharma · 2024 · Brain-Computer Interfaces
Cites data paper 4 citations
- Optimizing electrode configurations for EEG mild cognitive impairment detection
Yi Jiang, Xin Zhang, Zhiwei Guo, Xiaobo Zhou, Jiayuan He, Ning Jiang · 2025 · Scientific Reports
Cites data paper 4 citations
- Healthcare monitoring with earables: A paradigm shift towards digital health
L. Clarke, C. Liau, V. Wei, Caizhi Liao · 2025 · Biomedical Analysis
Cites data paper 4 citations
- 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 3 citations
- Hearables: In-Ear Multimodal Brain Computer Interfacing
Metin Yarıcı, Harry J. Davies, Takashi Nakamura, Ian Williams, Danilo P. Mandic · 2021 · Springer briefs in electrical and computer engineering
Cites data paper 3 citations
- Multi-Modal Flexible Headband for Sleep Monitoring
Zaihao Wang, Yuhao Ding, Hongyu Chen, Zihao Wang, Chen Chen, Wei Chen · 2024 · 2024 IEEE 20th International Conference on Body Sensor Networks (BSN)
Cites data paper 3 citations
- DeepAttNet: deep neural network incorporating cross-attention mechanism for subject-independent mental stress detection in passive brain–computer interfaces using bilateral ear-EEG
Wooseok Hyung, Minsu Kim, Yesung Kim, Chang‐Hwan Im · 2025 · Frontiers in Human Neuroscience
Cites data paper 3 citations
- 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 3 citations
- Improving Automatic Sleep Staging Via Temporal Smoothness Regularization
Huy P Phan, E. Heremans, O. Y. Chén, P. Koch, A. Mertins, M. de Vos · 2023 · ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Cites data paper 3 citations
- Wearable Sensors for Monitoring Abnormalities in Sleep-Related Breathing
Jiaqi Wang, Jincheng Xu, Junjie Ma, Jinyi Gong, Li Ji, Wenbin Guo, Huijun Yue, Yancong Qiao, Jianhua Zhou · 2026 · ACS Applied Materials & Interfaces
Cites data paper 2 citations
- Home-Based sensing of the nervous system with clinical neurophysiology technologies: IFCN handbook chapter
Christian Sandøe Musaeus, Pedro F. Viana, Mark Cook, Jonas Duun‐Henriksen, Sándor Beniczky, Preben Kidmose, Bart Vanrumste, Benjamin Filtjens, Troels W. Kjær · 2025 · Clinical Neurophysiology Practice
Cites data paper 2 citations
- An ensemble method for improving robustness against the electrode contact problems in automated sleep stage scoring
Kazumasa Horie, Ryusuke Miyamoto, Leo Ota, Takashi Abe, Yoko Suzuki, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa · 2024 · Scientific Reports
Cites data paper 2 citations
- 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
- 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