K. Vidya Sudarshan

22 papers B 2Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach.
Comput. Methods Programs Biomed.
Joel Koh En Wei, Simona De Michele, K. Vidya Sudarshan, V. Jahmunah, Edward J. Ciaccio, Ooi Chui Ping, Raj Gururajan, Rashmi Gururajan, Shu Lih Oh, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat, U. Rajendra Acharya
2021 J jnl
Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science.
Int. J. Imaging Syst. Technol.
Jahmunah Vicnesh, K. Vidya Sudarshan, Shu Lih Oh, Raj Gururajan, Rashmi Gururajan, Xujuan Zhou, Xiaohui Tao, Oliver Faust, Edward J. Ciaccio, Kwan Hoong Ng, U. Rajendra Acharya
2018 J jnl
Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals.
Comput. Methods Programs Biomed.
Muhammad Adam, Shu Lih Oh, K. Vidya Sudarshan, Joel E. W. Koh, Yuki Hagiwara, Jen Hong Tan, Ru-San Tan, U. Rajendra Acharya
2017 J jnl
Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals.
Biomed. Signal Process. Control.
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
2017 J jnl
Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study.
Inf. Sci.
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
2017 J jnl
Automated characterization of coronary artery disease, myocardial infarction, and congestive heart failure using contourlet and shearlet transforms of electrocardiogram signal.
Knowl. Based Syst.
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
2017 J jnl
Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals.
Comput. Biol. Medicine
U. Rajendra Acharya, K. Vidya Sudarshan, Soon Qing Rong, Zechariah Tan, Choo Min Lim, Joel E. W. Koh, Sujatha Nayak, Sulatha V. Bhandary
2017 J jnl
Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signals.
Comput. Biol. Medicine
K. Vidya Sudarshan, U. Rajendra Acharya, Shu Lih Oh, Muhammad Adam, Jen Hong Tan, Chua Kuang Chua, Chua Kok Poo, Ru-San Tan
2017 — conf
Characterization of Cardiovascular Diseases Using Wavelet Packet Decomposition and Nonlinear Measures of Electrocardiogram Signal.
IEA/AIE (1)
Hamido Fujita, K. Vidya Sudarshan, Muhammad Adam, Shu Lih Oh, Jen Hong Tan, Yuki Hagiwara, Kuang Chua Chua, Chua Kok Poo, U. Rajendra Acharya
2017 J jnl
Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm.
Biomed. Signal Process. Control.
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
2017 J jnl
Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques.
Comput. Biol. Medicine
U. Rajendra Acharya, Wei Lin Ng, Kartini Rahmat, K. Vidya Sudarshan, Joel E. W. Koh, Jen Hong Tan, Yuki Hagiwara, Arkadiusz Gertych, Farhana Fadzli, Chai Hong Yeong, Kwan Hoong Ng
2016 J jnl
An integrated index for automated detection of infarcted myocardium from cross-sectional echocardiograms using texton-based features (Part 1).
Comput. Biol. Medicine
K. Vidya Sudarshan, U. Rajendra Acharya, E. Y. K. Ng, Ru-San Tan, Siaw Meng Chou, Dhanjoo N. Ghista
2016 J jnl
An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images.
Inf. Fusion
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
2016 J jnl
Application of wavelet techniques for cancer diagnosis using ultrasound images: A Review.
Comput. Biol. Medicine
K. Vidya Sudarshan, Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Vinod Chandran, Filippo Molinari, Hamido Fujita, Kwan Hoong Ng
2016 B conf
Automated characterization of arrhythmias using nonlinear features from tachycardia ECG beats.
SMC
U. Rajendra Acharya, Hamido Fujita, Muhammad Adam, Shu Lih Oh, Jen Hong Tan, K. Vidya Sudarshan, Joel E. W. Koh
2016 J jnl
Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images.
Comput. Biol. Medicine
U. Rajendra Acharya, U. Raghavendra, Hamido Fujita, Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, K. Vidya Sudarshan, Anushya Vijayananthan, Chai Hong Yeong, Anjan Gudigar, Kwan Hoong Ng
2016 J jnl
Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads.
Knowl. Based Syst.
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
2016 J jnl
Sudden cardiac death (SCD) prediction based on nonlinear heart rate variability features and SCD index.
Appl. Soft Comput.
Hamido Fujita, U. Rajendra Acharya, K. Vidya Sudarshan, Dhanjoo N. Ghista, Subbhuraam Vinitha Sree, Wei Jie Eugene Lim, Joel E. W. Koh
2015 J jnl
An integrated index for detection of Sudden Cardiac Death using Discrete Wavelet Transform and nonlinear features.
Knowl. Based Syst.
U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Vinitha S. Sree, Wei Jie Eugene Lim, Dhanjoo N. Ghista, Ru-San Tan
2015 J jnl
Application of entropies for automated diagnosis of epilepsy using EEG signals: A review.
Knowl. Based Syst.
U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Shreya Bhat, Joel E. W. Koh
2015 B conf
Automated Prediction of Sudden Cardiac Death Risk Using Kolmogorov Complexity and Recurrence Quantification Analysis Features Extracted from HRV Signals.
SMC
U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Dhanjoo N. Ghista, Wei Jie Eugene Lim, Joel E. W. Koh
2015 J jnl
Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm.
Knowl. Based Syst.
U. Rajendra Acharya, Oliver Faust, Filippo Molinari, Subbhuraam Vinitha Sree, Sameer P. Junnarkar, K. Vidya Sudarshan