Automatic detection of a phases of the Cyclic Alternating Pattern during sleep

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 5085-5088

  Mariani, Sara ^a   Bianchi, Anna M ^a   Manfredini, Elena ^a   Rosso, Valentina ^b   Mendez, Martin O ^c   Parrino, Liborio ^b   Matteucci, Matteo ^a   Grassi, Andrea ^b   Cerutti, Sergio ^a   Terzano, Mario G ^b  

^a POLITECNICO DI MILANO   (Italy)

^b MAGGIORE HOSPITAL   (Italy)

^c Facultad de Ciencias   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; AUTOMATIC ALGORITHMS; AUTOMATIC ANALYSIS; AUTOMATIC CLASSIFICATION; AUTOMATIC DETECTION; AVERAGE SENSITIVITIES; EEG SIGNALS; HEALTHY SUBJECTS; OBJECTIVE CRITERIA; SLEEP EEG; SLEEP RECORDINGS;

MICROSTRUCTURE; NEURAL NETWORKS;

SLEEP RESEARCH;

ADULT; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUTOMATION; ELECTROENCEPHALOGRAPHY; HUMAN; METHODOLOGY; PHYSIOLOGY; SLEEP STAGE;

ADULT; AUTOMATION; ELECTROENCEPHALOGRAPHY; HUMANS; NEURAL NETWORKS (COMPUTER); SLEEP STAGES;

EID: 78650825100     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626211     Document Type: Conference Paper

References (10)

1. M. G. Terzano, L. Parrino, A. Sherieri, R. Chervin, S. Chokroverty, C. Guilleminault, M. Hirshkowitz, M. Mahowald, H. Moldofsky, A. Rosa, R. Thomas and A. Walters, "Atlas, rules, and recording techniques for the scoring of cyclic alternating pattern (CAP) in human sleep," Sleep Med., vol. 2, pp. 537-553, 2001.
2. P. Halász, M. Terzano, L. Parrino and R. Bódizs, "The nature of arousal in sleep," J. Sleep Res., vol. 13, pp. 1-23, 2004.
3. A. Rosa, G. R. Alves, M. Brito, M. C. Lopes and S. Tufik, "Visual and automatic cyclic alternating pattern (CAP) scoring: Inter-rater reliability study," Arq. Neuropsiquiatr., vol. 64, 2006.
4. A. C. Rosa, L. Parrino and M. G. Terzano, "Automatic detection of cyclic alternating pattern (CAP) sequences in sleep: Preliminary results," Clinical Neurophysiology, vol. 110, pp. 585-592, 1999.
5. C. Navona, U. Barcaro, E. Bonanni, F. Di Martino, M. Maestri and L. Murri, "An automatic method for the recognition and classification of the A-phases of the cyclic alternating pattern," Clinical Neurophysiology, vol. 113, pp. 1826-1831, 2002.
6. U. Barcaro, E. Bonanni, M. Maestri, L. Murri, L. Parrino and M. G. Terzano, "A general automatic method for the analysis of NREM sleep microstructure," Sleep Med., vol. 5, pp. 567-576, 2004.
7. F. De Carli, L. Nobili, M. Beelke, T. Watanabe, A. Smerieri, L. Parrino, M. G. Terzano and F. Ferrillo, "Quantitative analysis of sleep EEG microstructure in the time-frequency domain," Brain Res. Bull., vol. 63, pp. 399-405, 2004.
8. R. Largo, C. Munteanu and A. Rosa, "CAP event detection by wavelets and GA tuning," in 2005, pp. 44-48.
9. R. Ferri, O. Bruni, S. Miano, A. Smerieri, K. Spruyt and M. G. Terzano, "Inter-rater reliability of sleep cyclic alternating pattern (CAP) scoring and validation of a new computer-assisted CAP scoring method," Clinical Neurophysiology, vol. 116, pp. 696-707, 2005.
10. B. Hjorth, "EEG analysis based on time domain properties," Electroencephalography & Clinical Neurophysiology, vol. 29, pp. 306-310, 1970.