Concepedia

Sleep Stage Detection

Sleep Stage Detection is a computational method within electrooculogram analysis that distinguishes sequential phases of sleep by identifying characteristic ocular and neural activity patterns to classify sleep into standardized stages.

563

Publications

31.8K

Citations

2.1K

Authors

826

Institutions

Publications per year

2017–2026

312

Parents

Publications

563

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG

Akara Supratak, Hao Dong, Chao Wu et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2017 · 1.3K citations · Full text

, , +17

Automated sleep stage identification system based on time–frequency analysis of a single EEG channel and random forest classifier

Luay Fraiwan, Khaldon Lweesy, Natheer Khasawneh et al. · Computer Methods and Programs in Biomedicine · 2011 · 431 citations

, , +16

A validation study of Fitbit Charge 2™ compared with polysomnography in adults

Massimiliano de Zambotti, Aimée Goldstone, Stephanie Claudatos et al. · Chronobiology International · 2017 · 424 citations

, , +16

Neural network analysis of sleep stages enables efficient diagnosis of narcolepsy

Jens B. Stephansen, A N Olesen, Mads Olsen et al. · Nature Communications · 2018 · 398 citations · Full text

, , +17

Cascaded LSTM recurrent neural network for automated sleep stage classification using single-channel EEG signals

Nicola Michielli, U. Rajendra Acharya, Filippo Molinari · Computers in Biology and Medicine · 2019 · 382 citations

, , +15

1–5 of 563

Authors

2.1K

  1. UR
    U. Rajendra Acharya

    Ngee Ann Polytechnic, Singapore

    16 publications · 1.7K citations

    16

    h-index

  2. TP
    Thomas Penzel

    Charité - Universitätsmedizin Berlin, Germany

    14 publications · 445 citations

    13

    h-index

  3. MS
    Manish Sharma

    Institute of Infrastructure Technology Research and Management, India

    9 publications · 533 citations

    9

    h-index

  4. SH
    Sari‐Leena Himanen

    7 publications · 292 citations

    7

    h-index

  5. WC
    Wei Chen

    Fudan University, China

    7 publications · 311 citations

    7

    h-index

1–5 of 2.1K

Institutions

826

  1. Ngee Ann Polytechnic

    Singapore, Singapore

    13 h-index

    17 publications

    2.2K citations

  2. Charité - Universitätsmedizin Berlin

    Berlin, Germany

    12 h-index

    18 publications

    547 citations

  3. University of Oxford

    Oxford, United Kingdom

    12 h-index

    38 publications

    2.9K citations

  4. University of Southern Queensland

    Toowoomba, Australia

    12 h-index

    26 publications

    2.6K citations

  5. Imperial College London

    London, United Kingdom

    12 h-index

    34 publications

    8.5K citations

  6. Fudan University

    Shanghai, China

    11 h-index

    39 publications

    2.3K citations

  7. Philips (Netherlands)

    Amsterdam, The Netherlands

    9 h-index

    28 publications

    2.1K citations

  8. Institute of Infrastructure Technology Research and Management

    Ahmedabad, India

    9 h-index

    18 publications

    1K citations

1–8 of 826

Venues

  1. Biomedical Signal Processing and Control

    17 publications · 1.2K citations

    17

    h-index

  2. IEEE Journal of Biomedical and Health Informatics

    17 publications · 1.2K citations

    15

    h-index

  3. IEEE Transactions on Biomedical Engineering

    15 publications · 1.5K citations

    15

    h-index

  4. SLEEP

    14 publications · 1.5K citations

    14

    h-index

  5. Computers in Biology and Medicine

    15 publications · 1.5K citations

    14

    h-index

1–5