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

28 September 2018

Papers citing "SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging"

29 / 79 papers shown

Title
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification Ziyu Jia Youfang Lin Jing Wang Xiaojun Ning Yuanlai He R. Zhou Yuhan Zhou Li-wei H. Lehman 12 157 0 04 Sep 2021
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods Huy P Phan Alfred Mertins M. Baumert 44 13 0 23 Aug 2021
ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li Cuntai Guan OOD 24 39 0 09 Jul 2021
Robust learning from corrupted EEG with dynamic spatial filtering Hubert J. Banville Sean U. N. Wood Chris Aimone D. Engemann Alexandre Gramfort 27 30 0 27 May 2021
Neural Network Based Sleep Phases Classification for Resource Constraint Environments Berkay Köprü M. Aslan A. Kholmatov 14 0 0 25 May 2021
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging Ziyu Jia Youfang Lin Jing Wang Xuehui Wang Peiyi Xie Yingbin Zhang 16 90 0 24 May 2021
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification Huy P Phan Kaare B. Mikkelsen Oliver Y. Chén P. Koch Alfred Mertins M. D. Vos 24 182 0 23 May 2021
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals Ramiro Casal L. D. Persia G. Schlotthauer MLAU 12 18 0 29 Jan 2021
MSED: a multi-modal sleep event detection model for clinical sleep analysis Alexander Neergaard Zahid P. Jennum Emmanuel Mignot H. Sørensen 35 10 0 07 Jan 2021
RobustSleepNet: Transfer learning for automated sleep staging at scale Antoine Guillot Valentin Thorey OOD 43 83 0 07 Jan 2021
A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical Signals Yassin Khalifa Danilo P. Mandic E. Sejdić 14 48 0 11 Dec 2020
Inter-database validation of a deep learning approach for automatic sleep scoring D. Álvarez-Estévez R. Rijsman 6 44 0 22 Sep 2020
TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings Taeheon Lee Jeonghwan Hwang Honggu Lee 35 7 0 10 Sep 2020
Automatic detection of microsleep episodes with deep learning A. Malafeev Anneke Hertig-Godeschalk David R. Schreier J. Skorucak J. Mathis P. Achermann 21 15 0 07 Sep 2020
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting A. N. Olesen P. Jennum Emmanuel Mignot H. Sørensen 23 65 0 21 Aug 2020
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging Huy P Phan Oliver Y. Chén M. Tran P. Koch Alfred Mertins M. D. Vos AI4TS 25 206 0 08 Jul 2020
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization Huy P Phan Kaare B. Mikkelsen Oliver Y. Chén P. Koch Alfred Mertins P. Kidmose M. D. Vos 19 35 0 23 Apr 2020
Deep transfer learning for improving single-EEG arousal detection A. N. Olesen P. Jennum Emmanuel Mignot H. Sørensen 21 12 0 10 Apr 2020
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning Nannapas Banluesombatkul Pichayoot Ouppaphan Pitshaporn Leelaarporn Payongkit Lakhan Busarakum Chaitusaney ... E. Chuangsuwanich Wei Chen Huy Phan Nat Dilokthanakul Theerawit Wilaiprasitporn 27 1 0 08 Apr 2020
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging Antoine Guillot F. Sauvet E. During Valentin Thorey 20 105 0 31 Oct 2019
Improved Hierarchical Patient Classification with Language Model Pretraining over Clinical Notes Jonas Kemp A. Rajkomar Andrew M. Dai 24 10 0 06 Sep 2019
Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network Ali Bahrami Rad M. Zabihi Zheng Zhao Moncef Gabbouj Aggelos K. Katsaggelos Simo Särkkä 24 6 0 06 Sep 2019
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning Huy P Phan Oliver Y. Chén P. Koch Zongqing Lu Ian Mcloughlin Alfred Mertins M. D. Vos 29 116 0 30 Jul 2019
Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram A. N. Olesen Stanislas Chambon Valentin Thorey P. Jennum Emmanuel Mignot H. Sørensen 26 7 0 16 May 2019
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch Huy P Phan Oliver Y. Chén P. Koch Alfred Mertins M. D. Vos 27 35 0 11 Apr 2019
Intra- and Inter-epoch Temporal Context Network (IITNet) Using Sub-epoch Features for Automatic Sleep Scoring on Raw Single-channel EEG H. Seo S. Back Seongju Lee Deokhwan Park Tae Kim Kyoobin Lee 10 13 0 18 Feb 2019
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal Stanislas Chambon Valentin Thorey P. Arnal Emmanuel Mignot Alexandre Gramfort 35 59 0 07 Dec 2018
Real-Time Sleep Staging using Deep Learning on a Smartphone for a Wearable EEG Abhay Koushik J. Amores Pattie Maes 11 14 0 25 Nov 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,925 0 17 Aug 2015