The automatic recognition of REM sleep: A challenge and some answers

Methods and Findings in Experimental and Clinical Pharmacology

Volumn 24, Issue SUPPL. D, 2002, Pages 33-35

  Grozinger M ^a   Roschke J ^a  

^a JOHANNES GUTENBERG UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AMITRIPTYLINE; BENZODIAZEPINE; HYPNOTIC SEDATIVE AGENT; LORAZEPAM; TRICYCLIC ANTIDEPRESSANT AGENT;

ALGORITHM; ANIMAL EXPERIMENT; ARTIFICIAL NEURAL NETWORK; CAT; CLINICAL ARTICLE; CONFERENCE PAPER; DEPRESSION; DRUG EFFECT; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMAN; HUMAN EXPERIMENT; NERVE CELL EXCITABILITY; NONHUMAN; NORMAL HUMAN; RAT; REM SLEEP; SCORING SYSTEM; SLEEP STAGE; ANIMAL; METHODOLOGY; PHYSIOLOGY; REVIEW;

ANIMALS; ELECTROENCEPHALOGRAPHY; HUMANS; NEURAL NETWORKS (COMPUTER); SLEEP, REM;

EID: 0036458562     PISSN: 03790355     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper

References (22)

1. Rechtschaffen, A., Kales, A. A Manual of Standardized Terminology, Techniques and Scoring System ror Sleep Stages of Human Subjects. Public Health Service. NIH publication 204, US Government, Printing Office: Washington 1968.
2. Hori, T., Sugita, Y., Koga, E. et al. Sleep Computing Committee of the Japanese Society of Sleep Research Society. Proposed supplements and amendments to 'A Manual of Standardized Terminology. Techniques and Scoring System for Sleep Stages of Human Subjects', the Rechtschaffen & Kales (1968) standard. Psychiatry Clin Neurosci 2001, 55: 305-10.
3. Kubicki, S., Herrmann, W.M., Holler, L., Scheuler, W. Comments on the rules by Rechtschffen and Kalesabout the visual scoring of sleep EEG recordings. EEG EMG Z Elektroenzephalogr Elektromyogr Verwandte Geb 1982, 13: 51-60.
4. Agarwal, R., Gotman, J. Digital tools in polysomnography. J Clin Neurophysiol 2002, 19: 136-43.
5. Baumgart-Schmitt, R., Herrmann, W.M., Eilers, R. On the use of neural network techniques to analyze sleep EEG data. Third communication: Robustification of the classificator by applying an algorithm obtained from 9 different networks. Neuropsychobiology 1998, 37: 49-58.
6. Schaltenbrand, N., Lengelle, R., Toussaint, M. et al. Sleep stage scoring using the neural network model: Comparison between visual and automatic analysis in normal subjects and patients. Sleep 1996, 19: 26-35.
7. Danker-Hopfe, H., Kunz, D., Gruber, G. et al. Reference data for interrater reliability of sleep stage scorings in subjects with different sleep disorders: Results from the SIESTA project. J Sleep Res 2002, 11 (Suppl. 1).
8. Grözinger, M., Röschke, J., Klöppel, B. Automatic recognition of a rapid-eye-movement (REM) sleep by artificial neural networks. J Sleep Res 1995, 4: 86-91.
9. Grözinger, M., Röschke, J. Recognition of rapid-eye-movement sleep from single-channel EEG data by artificial neural networks: A study in depressive patients with and without amitriptyline treatment. Neuropsychobiology 1996, 33: 155-9.
10. Grözinger, M., Kögel, P., Röschke, J. Effects of lorazepam on the automatic online evaluation of sleep EEG data in healthy volunteers. Pharmacopsychiatry 1998, 31: 55-9.
11. Fell, J., Röschke, J., Mann, K., Schäffner, C. Discrimination of sleep stages: A comparison between spectral and nonlinear EEG measures. Electroenceph Clin Neurophysiol 1996, 98: 401-10.
12. Grözinger, M., Fell, J., Röschke, J. Neural net classification of REM sleep based on spectral measures as compared to nonlinear measares. Biol Cybern 2001, 85: 335-41.
13. Grözinger, M., Wolf, C., Uhl, T., Schaffner, C., Röschke, J. Online detection of REM sleep based on the comprehensive evaluation of short adjacent EEG segments by artificial neural networks. Prog Neuropsychopharmacol Biol Psychiatry 1997, 21: 951-63.
14. Benington, J.H., Kodali, S.K., Heller, H.C. Scoring transitions to REM sleep in rats based on the EEG phenomena of pre-REM sleep: An improved analysis of sleep structure. Sleep 1994, 17: 28-36.
15. Bazil, C.W., Walczak, T.S. Effects of sleep and sleep stage on epileptic and nonepileptic seizures. Epilepsia 1997, 38: 56-62.
16. Herman, S.T., Walczak, T.S., Bazil, C.W. Distribution of partial seizures during the sleep-wake cycle: Differences by seizure onset site. Neurology 2001, 56: 1453-9.
17. Malow, B.A., Kushwaha, R., Lin, X., Morton, K.J., Aldrich, M.S. Relationship of interictal epileptiform discharges to sleep depth in partial epilepsy. Electroencephalogr Clin Neurophysiol 1997, 102: 20-6.
18. Landolt, H.P., Raimo, E.B., Schnierow, B.J., Kelsoe, J.R., Rapaport, M.H., Gillin, J.C. Sleep and sleep electroencephalogram in depressed patients treated with phenelzine. Archives General Psychiatry 2001, 58: 268-76.
19. Dvir, I., Adler, Y., Freimark, D., Lavie, P. Evidence for fractal correlation properties in variations of peripheral arterial tone during REM sleep. Am J Physiol Heart Circ Physiol 2002, 283: H434-9.
20. Röschke, J., Aldenhoff, J.B. Excitability and susceptibility of the brain!s electrical activity during sleep. An analysis of late components of AEP's and VEP's. Int J Neuroscience 1991, 56: 255-72.
21. Hess, C.W., Mills, K.R., Murray, N.M., Schriefer, T.N. Excitability of the human motor cortex is enhanced during REM sleep. Neurosci Lett 1987, 82: 47-52.
22. Stalder, S., Rosler, K.M., Nirkko, A.C., Hess, C.W. Magnetic stimulation of the human brain during phasic and tonic REM sleep: Recordings from distal and proximal muscles. J Sleep Res 1995, 4: 65-70.