Research map: Automatic sleep staging and atonia detection in RBD using single-channel chin EMG

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Papers in this map

  1. Delayed emergence of a parkinsonian disorder or dementia in 81% of older men initially diagnosed with idiopathic rapid eye movement sleep behavior disorder: a 16-year update on a previously reported series · Carlos Hugh Schenck · 2013 · 817 citations · Cited by this paper
  2. Celebrating the legacy of two decades of Parkinson's disease research in South Africa · 2026 · Related
  3. Neurodegenerative Disorder Risk in Idiopathic REM Sleep Behavior Disorder: Study in 174 Patients · Álex Iranzo · 2014 · 546 citations · Cited by this paper
  4. Practical approaches to inclusive recruitment practices in Parkinson's disease research · 2026 · Related
  5. The American Academy of Sleep Medicine Inter-scorer Reliability Program: Sleep Stage Scoring · Richard S. Rosenberg · 2013 · 470 citations · Cited by this paper
  6. Structural biology of alpha-synuclein amyloid filaments: Implications in synucleinopathies · 2026 · Related
  7. The risk of neurodegeneration in REM sleep behavior disorder: A systematic review and meta-analysis of longitudinal studies · Andrea Galbiati · 2018 · 373 citations · Cited by this paper
  8. Clinical GDNF delivery methods for Parkinson's disease · 2026 · Related
  9. Risk factors for neurodegeneration in idiopathic rapid eye movement sleep behavior disorder: A multicenter study · Ronald B. Postuma · 2015 · 296 citations · Cited by this paper
  10. Differential effects of levodopa on social cognition in people with Parkinson's disease · 2026 · Related
  11. Interrater reliability between scorers from eight European sleep laboratories in subjects with different sleep disorders · Heidi Danker‐Hopfe · 2004 · 223 citations · Cited by this paper
  12. Greater burden of Alzheimer's Co-pathology in women with Parkinson's disease dementia · 2026 · Related
  13. 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 · 2021 · 176 citations · Cited by this paper
  14. Parkinson's disease and the concept of resilience, cognitive, and motor reserve · 2026 · Related
  15. Improved computation of the atonia index in normal controls and patients with REM sleep behavior disorder · Raffaele Ferri · 2010 · 170 citations · Cited by this paper
  16. Regulatory endorsement for the application of α-synuclein seed amplification assay as a susceptibility and risk biomarker for clinical trials targeting synucleinopathies · 2026 · Related
  17. Quantification of Tonic and Phasic Muscle Activity in REM Sleep Behavior Disorder · Geert Mayer · 2008 · 106 citations · Cited by this paper
  18. Digital profiling of dysarthria in late- and early-onset Parkinson's disease · 2026 · Related
  19. EMG Variance During Polysomnography As An Assessment For REM Sleep Behavior Disorder · Joseph W. Burns · 2007 · 93 citations · Cited by this paper
  20. Crowdsourcing and machine learning contests in Parkinson's disease research - when do they work? · 2026 · Related
  21. Validation of an Integrated Software for the Detection of Rapid Eye Movement Sleep Behavior Disorder · Birgit Frauscher · 2014 · 74 citations · Cited by this paper
  22. Protocol of the SOMNIA project: an observational study to create a neurophysiological database for advanced clinical sleep monitoring · Merel M. van Gilst · 2019 · 68 citations · Cited by this paper
  23. Does REM sleep behavior disorder change in the progression of Parkinson’s disease? · Michela Figorilli · 2020 · 45 citations · Cited by this paper
  24. Analysis of automated quantification of motor activity in REM sleep behaviour disorder · Rune Asger Vestergaard Frandsen · 2015 · 41 citations · Cited by this paper
  25. Comparison of computerized methods for rapid eye movement sleep without atonia detection · Matteo Cesari · 2018 · 40 citations · Cited by this paper
  26. Contactless Camera-Based Sleep Staging: The HealthBed Study · Fokke van Meulen · 2023 · 40 citations · Cited by this paper
  27. Quantification of REM sleep without atonia: A review of study methods and meta-analysis of their performance for the diagnosis of RBD · Monica Puligheddu · 2023 · 37 citations · Cited by this paper
  28. Rapid Eye Movement Sleep Behavior Disorder as an Outlier Detection Problem · Jacob Kempfner · 2014 · 27 citations · Cited by this paper
  29. Proof of concept: Screening for REM sleep behaviour disorder with a minimal set of sensors · Navin Cooray · 2021 · 26 citations · Cited by this paper
  30. RBDtector: an open-source software to detect REM sleep without atonia according to visual scoring criteria · Annika Röthenbacher · 2022 · 18 citations · Cited by this paper
  31. Comparison of rapid eye movement without atonia quantification methods to diagnose rapid eye movement sleep behavior disorder: a systematic review · Jung‐Ick Byun · 2022 · 15 citations · Cited by this paper
  32. Semi automatic quantification of REM sleep without atonia in natural sleep environment · Daniel Possti · 2024 · 13 citations · Cited by this paper
  33. A Deep Generative Model for Five-Class Sleep Staging With Arbitrary Sensor Input · Hans van Gorp · 2025 · 4 citations · Cited by this paper

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