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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, 10927-10933, 2020
5502020
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
2442019
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
1632016
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, 1225-1235, 2018
1462018
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, 1-19, 2014
1202014
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
1172013
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
912017
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
842014
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
672014
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
652020
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
482014
Hemispheric asymmetry non-linear analysis of EEG during emotional responses from idiopathic Parkinson’s disease patients
R Yuvaraj, M Murugappan
Cognitive neurodynamics 10, 225-234, 2016
462016
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
432022
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
372021
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
352018
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
312017
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, 237-252, 2015
312015
EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning
MN Dar, MU Akram, R Yuvaraj, SG Khawaja, M Murugappan
Computers in biology and medicine 144, 105327, 2022
292022
Automated EEG pathology detection based on different convolutional neural network models: Deep learning approach
R Bajpai, R Yuvaraj, AA Prince
Computers in Biology and Medicine 133, 104434, 2021
272021
Time–frequency decomposition of scalp electroencephalograms improves deep learning-based epilepsy diagnosis
P Thangavel, J Thomas, WY Peh, J Jing, R Yuvaraj, SS Cash, ...
International journal of neural systems 31 (08), 2150032, 2021
252021
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