Expert-system classification of sleep/waking states in infants

Medical and Biological Engineering and Computing

Volumn 37, Issue 4, 1999, Pages 466-476

  Holzmann, C A ^a   Perez C A ^a   Held, C M ^a   San Martin M ^a   Pizarro, F ^a   Perez J P ^a   Garrido, M ^a   Peirano, P ^a  

^a UNIVERSITY OF CHILE   (Chile)

Author keywords

Expert system; Fuzzy sets; Ganglionar lattices; Sleep waking classification; Sleep waking states

Indexed keywords

ALGORITHMS; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; EYE MOVEMENTS; FUZZY SETS; MATHEMATICAL MODELS; MUSCLE; PEDIATRICS; PHYSIOLOGY;

GANGLIONAR LATTICES; RAPID EYE MOVEMENT SLEEP; SLEEP STATE; WALKING STATE;

EXPERT SYSTEMS;

ALGORITHM; ARTICLE; CLASSIFICATION; ELECTROENCEPHALOGRAM; ELECTROOCULOGRAM; EXPERT SYSTEM; EYE MOVEMENT; HUMAN; INFANT; MODEL; NONREM SLEEP; PERFORMANCE; POLYSOMNOGRAPHY; REM SLEEP; SLEEP PATTERN; SLEEP SPINDLE; WAKEFULNESS;

EID: 0344500806     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02513332     Document Type: Article

References (33)

1. ANDERS, T., EMDE, R., and PARMELEE, A. H. (1971): 'A manual of standardized terminology, techniques criteria for scoring of states of sleep and wakefulness in newborn infants' (UCLA, Brain Research Institute/Brain Information Service, Los Angeles, USA)
2. BANKMAN, I. N., SIGILLITO, V. G., WISE, R. A., and SMITH, P. L. (1992): 'Feature-based detection of the K-complex wave in the human electroencephalogram using neural networks', IEEE Trans., BME-39, (12), pp. 1305-1310
3. BES, F, FAGIOLI, I., PEIRANO, P., SCHULZ, H., and SALZARULO, P. (1994): 'Trends in EEG synchronization across non REM sleep in infants', Sleep, 17, pp. 323-328
4. BESSET, A. (1998): 'L'analyse automatique du sommeil', in BILLIARD, M. (Ed.): 'Le sommeil normal et pathologique, 2nd edn' (Masson, Paris, France) pp. 126-133
5. CARSKADON, M. A., and DEMENT, W. C. (1989): 'Normal human sleep: an overview', in KRYGER, M. H., ROTH, T., and DEMENT, W. C. (Eds.): 'Principles and practice of sleep medicine' (W. B. Saunders, Philadelphia, USA) pp. 3-13
6. COLLURA, T. F., JACOBS, E. C., BRAUN, D. S., and BURGESS, R. C. (1993): 'EVIEW - a workstation-based viewer for intensive clinical electroencephalography', IEEE Trans., BME-40, (8), pp. 736-744
7. CROWELL, D., BROOKS, L. J., COLTON, T. CORWIN, M. J. HOPPENBROUWERS, T., HUNT, C. E., KAPUNIAI, L. E., LISTER, G., NEUMAN, M. R., PEUCKER, M., DAVIDSON WARD, S. L., WEESE-MAYER, D. E., WILLINGER, M. and The Collaborative Home Infant Monitoring Evaluation (CHIME) Steering Commitee (1997): 'Infant polysomnography: reliability', Sleep, 20, pp. 553-560
8. CURZI-DASCALOVA, L., PEIRANO, P., and MOREL KAHN, F. (1988): 'Development of sleep states in normal premature and full term newborns', Develop. Psychobiol., 21, pp. 431-444
9. CURZI-DASCALOVA, L., and MIRMIRAN, M. (1996): 'Manual of methods of recording and analyzing sleep-wakefulness states in premature and full-term infants' (INSERM publ., Paris, France)
10. CURZI-DASCALOVA, L., and CHALLAMEL, M. J. (in press): 'Neurophysiological basis of sleep development', in LOUGHLIN, G. M. (Ed.): 'Sleep and breathing in pediatrics' (Marcel Dekker, New York, USA)
11. DURBIN, R., and RUMELHART, D. E. (1989): 'Product units: a computationally powerful and biologically plausible extension to back-propagation networks', Neural Comput., 1, pp. 133-142
12. FAGIOLI, I., BES, F., PEIRANO, P., and SALZARULO, P. (1995): 'Dynamics of EEG background activity within quiet sleep in successive cycles in infants', Electroenceph. Clin. Neurophysiol, 94, pp. 6-11
13. FERBER, R., and KRYGER, M. (1995): 'Principles and practice of sleep medicine in the child' (Saunders, Philadelphia, USA)
14. GUILLEMINAULT, C., and SOUQUET, M. (1979): 'Sleep states and related pathology', in KOROBKIN, R., and GUILLEMINAULT, C. (Eds.): 'Advances in perinatal neurology, vol. 1' (Spectrum, New York, USA)
15. GUILLEMINAULT, C. (1998): 'Le sommeil normal de l'homme', in BILLIARD, M. (Ed.): 'Le sommeil normal et pathologique 2nd ed.' (Masson, Paris, France) pp. 3-11
16. HARPER, R. M., SCHECHTMAN, V. L., and KLUGE, K. A. (1987): 'Machine classification of infant sleep state using cardiorespiratory measures', Electroenceph. Clin. Neurophysiol., 67, pp. 379-387
17. HOLZMANN, C., PEREZ, C. and ROSSELOT, E. (1988): 'A fuzzy model for medical diagnosis', Med. Prog. Through Technol., 13, pp. 171-178
18. HOLZMANN, C., HASSELDIECK, U., ROSSELOT, E., ESTÉVEZ, P., ANDRADE, A., and ACUÑA, G. (1990): 'Interpretation module for screening normal ECG', Med. Prog. Through Technol., 16, pp. 163-171
19. HOLZMANN, C. A., and AVARIA, M. (1992): 'Entropy aided diagnosis in genetics', IEEE Eng. Med. Biol. Mag., 11, (3), pp. 35-40
20. HOLZMANN, C., EHIJO, A., and PEREZ, C. (1996): 'Methodology for a medical expert system on fuzzy analog ganglionar lattices', Med. Prog. Through Technol., 21, pp. 147-158
21. HOLZMANN, C., and SAN MARTiN, M. (1997): 'Medical expert system on fuzzy analog ganglionar lattices: explication and prospection based on sensitivity', Med. Prog. Through Technol., 21, pp. 195-203
22. JANSEN, B. H., and DAWANT, B. M. (1989): 'Knowledge-based approach to sleep EEG analysis - a feasibility study', IEEE Trans., BME-36, (5), pp. 510-518
23. JOUVET, M. (1994): 'Paradoxical sleep mechanisms', Sleep, 17, pp. 577-583
24. Louis, J., ZHANG, J. X., REVOL, M., DEBILLY, G., and CHALLAMEL, M. J. (1992): 'Ontogenesis of nocturnal organization of sleep spindles: a longitudinal study during the first 6 months of life', Electroenceph. Clin. Neurophysiol, 83, pp. 289-296
25. PARK, S., PRINCIPE, J. C., SMITH, J. R., and REID, S. A. (1990): 'TDAT - time domain analysis tool for EEG analysis', IEEE Trans. BME-37, (8), pp. 803-811.
26. PEIRANO, P. FAGIOLI, I., SINGH, B. B., and SALZARULO, P. (1989): 'Effect of early human malnutrition on waking and sleep organization', Early Hum. Dev., 20, pp. 67-76
27. PEIRANO, P., FAGIOLI, I., SINGH, B. B., and SALZARULO, P. (1990): 'Quiet sleep and slow wave sleep in early human malnutrition', Brain Dysfunct., 3, pp. 80-83
28. PEIRANO, P., FAGIOLI, I., BES, F., and SALZARULO, P. (1993): 'The role of slow wave sleep on quiet sleep duration in infants', J. Sleep Res., 2, pp. 130-133
29. RECHTSCHAFFEN, A., and KALES, A. (1968): A manual of standardized terminology, techniques and scoring system for sleep stages of human dubjects' (UCLA, Brain Research Institute/Brain Information Service, Los Angeles, USA)
30. RONCAGLIOLO, M., and VIVALDI, E. (1991): 'Time course of rat sleep variables assessed by a microcomputer-generated data base', Brain Res. Bull., 27, pp. 573-580
31. SMITH, J. R. (1986): 'Automated analysis of sleep EEG data', in LOPES DE SILVA, F. H., STORM VAN LEEUWEN, W., and REMOND, A. (Eds.): 'Handbook of rlectroencephalography and clinical neurophysiology, vol. 2' (Elsevier Publ.) pp. 131-147
32. TAFTI, M. (1998): 'Analyse numèrique du sommeil', in BILLIARD, M. (Ed.): 'Le sommeil normal et pathologique, 2nd edn.' (Masson, Paris, France)
33. VIVALDI, E. A., PASTEL, R. H., FERNSTROM, J., and HOBSON, J. A. (1984): 'Long term stability of rat sleep quantified by microcomputer analysis', Electroenceph. Clin. Neurophysiol., 58, pp. 235-265