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YUVARAJ RAJAMANICKAM
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Year
A deep learning approach for Parkinson’s disease diagnosis from EEG signals
SL Oh, Y Hagiwara, U Raghavendra, R Yuvaraj, N Arunkumar, ...
Neural Computing and Applications 32 (15), 10927-10933, 2020
3832020
Deep convolutional neural network model for automated diagnosis of schizophrenia using EEG signals
SL Oh, J Vicnesh, EJ Ciaccio, R Yuvaraj, UR Acharya
Applied Sciences 9 (14), 2870, 2019
1412019
Brain functional connectivity patterns for emotional state classification in Parkinson’s disease patients without dementia
R Yuvaraj, M Murugappan, UR Acharya, H Adeli, NM Ibrahim, E Mesquita
Behavioural brain research 298, 248-260, 2016
1382016
Review of emotion recognition in stroke patients
R Yuvaraj, M Murugappan, MI Norlinah, K Sundaraj, M Khairiyah
Dementia and geriatric cognitive disorders 36 (3-4), 179-196, 2013
1042013
On the analysis of EEG power, frequency and asymmetry in Parkinson’s disease during emotion processing
R Yuvaraj, M Murugappan, N Mohamed Ibrahim, M Iqbal Omar, ...
Behavioral and brain functions 10 (1), 1-19, 2014
1002014
A novel Parkinson’s Disease Diagnosis Index using higher-order spectra features in EEG signals
R Yuvaraj, U Rajendra Acharya, Y Hagiwara
Neural Computing and Applications 30 (4), 1225-1235, 2018
992018
Implementation of wavelet packet transform and non linear analysis for emotion classification in stroke patient using brain signals
SZ Bong, K Wan, M Murugappan, NM Ibrahim, Y Rajamanickam, ...
Biomedical signal processing and control 36, 102-112, 2017
692017
Detection of emotions in Parkinson's disease using higher order spectral features from brain's electrical activity
R Yuvaraj, M Murugappan, NM Ibrahim, K Sundaraj, MI Omar, ...
Biomedical Signal Processing and Control 14, 108-116, 2014
682014
Optimal set of EEG features for emotional state classification and trajectory visualization in Parkinson's disease
R Yuvaraj, M Murugappan, NM Ibrahim, K Sundaraj, MI Omar, ...
International Journal of Psychophysiology 94 (3), 482-495, 2014
612014
Emotion classification in Parkinson's disease by higher-order spectra and power spectrum features using EEG signals: A comparative study
R Yuvaraj, M Murugappan, NM Ibrahim, MI Omar, K Sundaraj, ...
Journal of integrative neuroscience 13 (01), 89-120, 2014
422014
Automated detection of interictal epileptiform discharges from scalp electroencephalograms by convolutional neural networks
J Thomas, J Jin, P Thangavel, E Bagheri, R Yuvaraj, J Dauwels, ...
International journal of neural systems 30 (11), 2050030, 2020
412020
Hemispheric asymmetry non-linear analysis of EEG during emotional responses from idiopathic Parkinson’s disease patients
R Yuvaraj, M Murugappan
Cognitive neurodynamics 10 (3), 225-234, 2016
372016
Diagnosis of Parkinson's disease from electroencephalography signals using linear and self‐similarity features
AA Bhurane, S Dhok, M Sharma, R Yuvaraj, M Murugappan, UR Acharya
Expert Systems 39 (7), e12472, 2022
282022
Inter-hemispheric EEG coherence analysis in Parkinson’s disease: Assessing brain activity during emotion processing
R Yuvaraj, M Murugappan, NM Ibrahim, K Sundaraj, MI Omar, ...
Journal of neural transmission 122 (2), 237-252, 2015
282015
A deep learning scheme for automatic seizure detection from long-term scalp EEG
R Yuvaraj, J Thomas, T Kluge, J Dauwels
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 368-372, 2018
272018
Bispectral features and mean shift clustering for stress and emotion recognition from natural speech
CK Yogesh, M Hariharan, R Yuvaraj, R Ngadiran, S Yaacob, K Polat
Computers & Electrical Engineering 62, 676-691, 2017
222017
Automated adult epilepsy diagnostic tool based on interictal scalp electroencephalogram characteristics: A six-center study
J Thomas, P Thangavel, WY Peh, J Jing, R Yuvaraj, SS Cash, ...
International Journal of Neural Systems 31 (05), 2050074, 2021
192021
The effect of lateralization of motor onset and emotional recognition in PD patients using EEG
R Yuvaraj, M Murugappan, R Palaniappan
Brain topography 30 (3), 333-342, 2017
192017
An emotion assessment of stroke patients by using bispectrum features of EEG signals
C Wen Yean, WK Wan Ahmad, WA Mustafa, M Murugappan, ...
Brain sciences 10 (10), 672, 2020
152020
Emotion processing in Parkinson's disease: An EEG spectral power study
R Yuvaraj, M Murugappan, MI Omar, NM Ibrahim, K Sundaraj, ...
International Journal of Neuroscience 124 (7), 491-502, 2014
142014
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