Analysis of human polysomnography (PSG) for automatic sleep event detection using Hidden Markov Model

[1]  Federica Provini,et al.  Periodic Limb Movements during Sleep: A New Sleep-Related Cardiovascular Risk Factor? , 2013, Front. Neurol..

[2]  Andreas S. Weigend,et al.  Taking time seriously: hidden Markov experts applied to financial engineering , 1997, Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering (CIFEr).

[3]  Huageng Luo,et al.  Hilbert Transform and Its Engineering Applications , 2008 .

[4]  L. Rabiner,et al.  An introduction to hidden Markov models , 1986, IEEE ASSP Magazine.

[5]  Helge B. D. Sørensen,et al.  Automatic REM sleep detection associated with idiopathic rem sleep Behavior Disorder , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[6]  H Nakano,et al.  Automatic detection of sleep-disordered breathing from a single-channel airflow record , 2007, European Respiratory Journal.

[7]  Jing Wu,et al.  Hidden Markov model and its applications in motif findings. , 2010, Methods in molecular biology.

[8]  Vangelis Metsis,et al.  Non-invasive analysis of sleep patterns via multimodal sensor input , 2012, Personal and Ubiquitous Computing.

[9]  Derek Abbott,et al.  Automated sleep scoring and sleep apnea detection in children , 2005, SPIE Micro + Nano Materials, Devices, and Applications.

[10]  Vangelis Metsis,et al.  Recognition of sleep patterns using a bed pressure mat , 2011, PETRA '11.

[11]  C. E. Priebe,et al.  Temporal pattern recognition , 1988, IEEE 1988 International Conference on Neural Networks.