Vidya K. Sudarshan

Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore 599489, Singapore

Show Academic Trajectory

Ego Network

D-Core

Research Interests

Author Statistics

Experience

Education

Bio

None

Papers30 papers

Sort

By YearBy Citation

Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals.

Muhammad Adam, Shu Lih Oh,K. Vidya Sudarshan,Joel E. W. Koh, Yuki Hagiwara,Jen-Hong Tan,Ru San Tan,U. Rajendra Acharya

Computer Methods and Programs in Biomedicine, (2018): 133-143

Cited by5EIWOSBibtex

Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study.

U. Rajendra Acharya,Hamido Fujita, Muhammad Adam, Shu Lih Oh,K. Vidya Sudarshan,Jen-Hong Tan,Joel E. W. Koh, Yuki Hagiwara,Chua Kuang Chua, Chua Kok Poo,Ru San Tan

Inf. Sci., (2017): 17-29

Cited by66EIBibtex

Shear wave elastography for characterization of breast lesions

U. Rajendra Acharya, Wei Lin Ng,Kartini Rahmat,Vidya K. Sudarshan,Joel E.W. Koh,Jen Hong Tan, Yuki Hagiwara,Arkadiusz Gertych,Farhana Fadzli,Chai Hong Yeong,Kwan-Hoong Ng

Computers in Biology and Medicine, (2017): 13-20

Cited by2Bibtex

Computer aided diagnosis of Coronary Artery Disease, Myocardial Infarction and carotid atherosclerosis using ultrasound images: A review

Oliver Faust,U. Rajendra Acharya,U. Rajendra Acharya,U. Rajendra Acharya,Vidya K. Sudarshan, Ru San Tan,Chai Hong Yeong,Filippo Molinari,Kwan-Hoong Ng

Physica Medica, (2017): 1-15

Cited by10Bibtex

Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals.

U. Rajendra Acharya,Hamido Fujita,K. Sudarshan Vidya, Shu Lih Oh, Muhammad Adam,Joel E. W. Koh,Jen-Hong Tan,Chua Kuang Chua, Chua Kok Poo,Ru San Tan

Neural Computing and Applications, no. 10 (2017): 3073-3094

Cited by23EIBibtex

SHOCKABLE VERSUS NONSHOCKABLE LIFE-THREATENING VENTRICULAR ARRHYTHMIAS USING DWT AND NONLINEAR FEATURES OF ECG SIGNALS

Shu Lih Oh, Yuki Hagiwara, Muhammad Adam,Vidya K. Sudarshan, Joel Ew Koh,Jen Hong Tan, Chua K. Chua,Ru San Tan,E. Y. K. Ng

Journal of Mechanics in Medicine and Biology, no. 07 (2017): 1740004

Cited by2Bibtex

Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals.

U. Rajendra Acharya,K. Vidya Sudarshan,Joel E. W. Koh,Roshan Joy Martis,Jen-Hong Tan, Shu Lih Oh, Muhammad Adam, Yuki Hagiwara,Muthu Rama Krishnan Mookiah,Chua Kok Poo,Chua Kuang Chua,Ru San Tan

Biomed. Signal Proc. and Control, (2017): 31-43

Cited by23EIBibtex

PERFORMANCE EVALUATION OF DRY EYE DETECTION SYSTEM USING HIGHER-ORDER SPECTRA FEATURES FOR DIFFERENT NOISE LEVELS IN IR THERMAL IMAGES

Vidya K. Sudarshan,Joel E.W. Koh,Jen Hong Tan, Yuki Hagiwara,Kuang Chua Chua,E. Y. K. Ng,Louis Tong

Journal of Mechanics in Medicine and Biology, no. 07 (2017): 1740010

Bibtex

Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm.

U. Rajendra Acharya, Wei Lin Ng,Kartini Rahmat,K. Vidya Sudarshan,Joel E. W. Koh,Jen-Hong Tan, Yuki Hagiwara,Chai Hong Yeong,Kwan-Hoong Ng

Biomed. Signal Proc. and Control, (2017): 400-410

Cited by6EIBibtex

APPLICATION OF ENTROPIES FOR AUTOMATED DIAGNOSIS OF ABNORMALITIES IN ULTRASOUND IMAGES: A REVIEW

Yuki Hagiwara,Vidya K. Sudarshan, Sook Sam Leong, Anushya Vijaynanthan,Kwan-Hoong Ng

Journal of Mechanics in Medicine and Biology, no. 07 (2017): 1740012

Cited by1Bibtex

Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals.

U. Rajendra Acharya,K. Vidya Sudarshan, Soon Qing Rong, Zechariah Tan,Choo Min Lim,Joel E. W. Koh, Sujatha Nayak,Sulatha V. Bhandary

Comp. in Bio. and Med., (2017): 33-42

Cited by14EIWOSBibtex

Characterization of Cardiovascular Diseases Using Wavelet Packet Decomposition and Nonlinear Measures of Electrocardiogram Signal.

Hamido Fujita,K. Vidya Sudarshan, Muhammad Adam, Shu Lih Oh,Jen-Hong Tan, Yuki Hagiwara,Kuang Chua Chua,Chua Kok Poo,U. Rajendra Acharya

IEA/AIE, pp.259-266, (2017)

Cited by6EIBibtex

Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2s of ECG signals

Vidya K. Sudarshan,U. Rajendra Acharya, Shu Lih Oh, Muhammad Adam,Jen Hong Tan,Chua Kuang Chua,Kok Poo Chua,Ru San Tan

Computers in Biology and Medicine, no. C (2017): 48-58

Cited by7EIWOSBibtex

Automated characterization of coronary artery disease, myocardial infarction, and congestive heart failure using contourlet and shearlet transforms of electrocardiogram signal.

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan, Shu Lih Oh, Muhammad Adam,Jen-Hong Tan, Jie Hui Koo, Arihant Jain,Choo Min Lim,Kuang Chua Chua

Knowl.-Based Syst., (2017): 156-166

Cited by20EIBibtex

Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques.

U Rajendra Acharya, Wei Lin Ng,Kartini Rahmat,Vidya K Sudarshan,Joel E W Koh,Jen Hong Tan, Yuki Hagiwara,Arkadiusz Gertych,Farhana Fadzli, Chai Hong Yeong,Kwan Hoong Ng

Comp. in Bio. and Med., (2017): 13-20

Cited by2WOSEIBibtex

AUTOMATED IDENTIFICATION OF CORONARY ARTERY DISEASE FROM SHORT-TERM 12 LEAD ELECTROCARDIOGRAM SIGNALS BY USING WAVELET PACKET DECOMPOSITION AND COMMON SPATIAL PATTERN TECHNIQUES

Shu Lih Oh, Muhammad Adam,Jen Hong Tan, Yuki Hagiwara,Vidya K. Sudarshan,Joel En Wei Koh,Kuang Chua Chua,Kok Poo Chua,Ru San Tan,E. Y. K. Ng

Journal of Mechanics in Medicine and Biology, no. 07 (2017): 1740007

Cited by2Bibtex

ALCOHOLIC INDEX USING NON-LINEAR FEATURES EXTRACTED FROM DIFFERENT FREQUENCY BANDS

G. Muralidhar Bairy, U. C. Niranjan, Shu Lih Oh,Joel E.W. Koh,Vidya K. Sudarshan,Jen Hong Tan, Yuki Hagiwara,E. Y. K. Ng

Journal of Mechanics in Medicine and Biology, no. 07 (2017): 1740009

Bibtex

An integrated index for automated detection of infarcted myocardium from cross-sectional echocardiograms using texton-based features (Part 1).

K. Vidya Sudarshan,U. Rajendra Acharya,E. Y. K. Ng,Ru San Tan,Siaw Meng Chou,Dhanjoo N. Ghista

Comp. in Bio. and Med., (2016): 231-240

Cited by7EIWOSBibtex

INFARCTED LEFT VENTRICLE CLASSIFICATION FROM CROSS-SECTIONAL ECHOCARDIOGRAMS USING RELATIVE WAVELET ENERGY AND ENTROPY FEATURES

Vidya K. Sudarshan,E. Y. K. Ng,U. Rajendra Acharya,Ru San Tan, Siaw Meng Chou,Dhanjoo N. Ghista

Journal of Mechanics in Medicine and Biology, no. 01 (2016): 1640009

Bibtex

AUTOMATED DIAGNOSIS OF DIABETES USING ENTROPIES AND DIABETIC INDEX

U. Rajendra Acharya,Hamido Fujita,Shreya Bhat, Joel Ew Koh, Muhammad Adam,Dhanjoo N. Ghista,Vidya K. Sudarshan,Kok Poo Chua,Kuang Chua Chua,Filippo Molinari,E. Y. K. Ng,Ru San Tan

Journal of Mechanics in Medicine and Biology, no. 01 (2016): 1640008

Bibtex

Automated characterization of arrhythmias using nonlinear features from tachycardia ECG beats.

U. Rajendra Acharya,Hamido Fujita, Muhammad Adam, Shu Lih Oh,Jen-Hong Tan,K. Vidya Sudarshan, Joel E. W. Koh

SMC, pp.533-538, (2016)

Cited by18EIBibtex

An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan,Muthu Rama Krishnan Mookiah,Joel E. W. Koh,Jen-Hong Tan, Yuki Hagiwara,Chua Kuang Chua,Sameer P. Junnarkar,Anushya Vijayananthan,Kwan-Hoong Ng

Information Fusion, (2016)

Cited by28EIBibtex

Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads.

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan, Shu Lih Oh, Muhammad Adam,Joel E. W. Koh,Jen-Hong Tan,Dhanjoo N. Ghista,Roshan Joy Martis,Chua Kuang Chua,Chua Kok Poo,Ru San Tan

Knowl.-Based Syst., (2016): 146-156

Cited by64EIBibtex

Data mining framework for identification of myocardial infarction stages in ultrasound

Vidya K. Sudarshan,U. Rajendra Acharya,E. Y. K. Ng,Ru San Tan, Siaw Meng Chou,Dhanjoo N. Ghista

Computers in Biology and Medicine, (2016): 241-251

Bibtex

Sudden cardiac death (SCD) prediction based on nonlinear heart rate variability features and SCD index.

Hamido Fujita,U. Rajendra Acharya,K. Vidya Sudarshan,Dhanjoo N. Ghista,Subbhuraam Vinitha Sree,Wei Jie Eugene Lim,Joel E. W. Koh

Appl. Soft Comput., no. C (2016): 510-519

Cited by37EIBibtex

Electroencephalograms Analysis and Classification of Neurological and Psychological Disorders

Prajna Upadhyaya,G. Muralidhar Bairy,VidyaK. Sudarshan

Journal of Medical Imaging and Health Informatics, no. 7 (2015): 1415-1419

Bibtex

Automated Prediction of Sudden Cardiac Death Risk Using Kolmogorov Complexity and Recurrence Quantification Analysis Features Extracted from HRV Signals

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan,Dhanjoo N. Ghista,Wei Jie Eugene Lim,Joel E. W. Koh

IEEE International Conference on Systems, Man, and Cybernetics, (2015)

Cited by14EIBibtex

An integrated index for detection of Sudden Cardiac Death using Discrete Wavelet Transform and nonlinear features

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan,Vinitha S. Sree,Wei Jie Eugene Lim,Dhanjoo N. Ghista,Ru San Tan

Knowledge-Based Systems, no. C (2015): 149-158

Cited by61EIBibtex

Application of entropies for automated diagnosis of epilepsy using EEG signals: A review

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan,Shreya Bhat,Joel E. W. Koh

Knowledge-Based Systems, (2015)

Cited by166EIBibtex

Towards precision medicine: from quantitative imaging to radiomics.

U Rajendra Acharya, Yuki Hagiwara,Vidya K Sudarshan, Wai Yee Chan,Kwan Hoong Ng

Journal of Zhejiang University. Science. B, no. 1: 6-24

WOSBibtex

View All

Base Info Papers Patents Projects