PubMed期刊
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作者:Siuly Siuly , Huang Guangyan
来源:[J].BioMed research international, 2019, Vol.2019, pp.5173589PubMed
摘要:Discovering the concealed patterns of Electroencephalogram (EEG) signals is a crucial part in efficient detection of epileptic seizures. This study develops a new scheme based on Douglas-Peucker algorithm (DP) and principal component analysis (PCA) for extraction of representativ...
作者:Taran Sachin , Bajaj Varun , Siuly Siuly
来源:[J].Health information science and systems, 2017, Vol.5 (1), pp.7PubMed
摘要:Epileptic seizure is the common neurological disorder, which is generally identified by electroencephalogram (EEG) signals. In this paper, a new feature extraction methodology based on optimum allocation sampling (OAS) and Teager energy operator (TEO) is proposed for detection of...
作者:Siuly Siuly , Şengür Abdulkadir
来源:[J].Health information science and systems, 2017, Vol.5 (1), pp.8PubMed
摘要:Recently, elastography has become very popular in clinical investigation for thyroid cancer detection and diagnosis. In elastogram, the stress results of the thyroid are displayed using pseudo colors. Due to variation of the rendering results in different frames, it is difficult ...
作者:Siuly Siuly , Huang Guangyan
来源:[J].BioMed research international, 2019, Vol.2019, pp.5173589PubMed
摘要:Discovering the concealed patterns of Electroencephalogram (EEG) signals is a crucial part in efficient detection of epileptic seizures. This study develops a new scheme based on Douglas-Peucker algorithm (DP) and principal component analysis (PCA) for extraction of representativ...
作者:... Taran Sachin , Bajaj Varun , Siuly Siuly
来源:[J].Computer methods and programs in biomedicine, 2020, pp.105325PubMed
摘要:BACKGROUND AND OBJECTIVE(#br)Motor Imagery (MI) based Brain-Computer-Interface (BCI) is a rising support system that can assist disabled people to communicate with the real world, without any external help. It serves as an alternative communication channel between the user and co...
作者:Siuly Siuly , Li Yan
来源:[J].Computer methods and programs in biomedicine, 2015, Vol.119 (1), pp.29-42PubMed
摘要:The aim of this study is to design a robust feature extraction method for the classification of multiclass EEG signals to determine valuable features from original epileptic EEG data and to discover an efficient classifier for the features. An optimum allocation based principal c...
作者:... He Jing , Siuly Siuly , Zhang Yanchun
来源:[J].Computer methods and programs in biomedicine, 2017, Vol.146, pp.47-57PubMed
摘要:Feature extraction of EEG signals plays a significant role in Brain-computer interface (BCI) as it can significantly affect the performance and the computational time of the system. The main aim of the current work is to introduce an innovative algorithm for acquiring reliable di...

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