C
Choo Min Lim
Researcher at Ngee Ann Polytechnic
Publications - 57
Citations - 6942
Choo Min Lim is an academic researcher from Ngee Ann Polytechnic. The author has contributed to research in topics: Heart rate variability & Electroencephalography. The author has an hindex of 35, co-authored 57 publications receiving 5965 citations.
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Analysis of epileptic EEG signals using higher order spectra
TL;DR: The goal in this paper is to find the different HOS features for normal, pre-ictal (background) and epileptic EEG signals that may help in the detection of seizure onset as early as possible with maximal accuracy.
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Application of higher order statistics for atrial arrhythmia classification
Roshan Joy Martis,U. Rajendra Acharya,U. Rajendra Acharya,Hari Prasad,Chua Kuang Chua,Choo Min Lim,Jasjit S. Suri +6 more
TL;DR: The ICA performed on the 3rd order HOS cumulants coupled with KNN classifier performed better than the HOS bispectrum method, and the proposed methodology is robust and can be used in mass screening of cardiac patients.
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Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework
TL;DR: Five types of ECG beats (ANSI/AAMI EC57:1998 standard) of MIT-BIH arrhythmia database were automatically classified and the developed system is clinically ready to deploy for mass screening programs.
Analysis of epileptic EEG signals using higher order spectra
TL;DR: In this article, a nonlinear features motivated by the higher order spectra (HOS) was used to detect seizure onset as early as possible with maximal accuracy with high confidence level (p = 0002).
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Heart rate variability analysis using correlation dimension and detrended fluctuation analysis
TL;DR: This paper deals with the classification of certain diseases using correlation dimension (CD) and detrended fluctuation analysis (DFA) and finds that both methods are highly useful in diagnostics.