K. Vidya Sudarshan

According to our database, K. Vidya Sudarshan authored at least 28 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DCEnt-PredictiveNet: A novel explainable hybrid model for time series forecasting.

Vidya K. Sudarshan, Reshma A. Ramachandra, Smit Ojha, Ru San Tan

Neurocomputing, 2024

2022

VEntNet: Hybrid deep convolutional neural network model for automated multi-class categorization of chest X-rays.

Vidya K. Sudarshan, Reshma A. Ramachandra, Nicole Si Min Tan, Smit Ojha, Ru San Tan

Int. J. Imaging Syst. Technol., 2022

2021

Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science.

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

Int. J. Imaging Syst. Technol., 2021

Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach.

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

Comput. Methods Programs Biomed., 2021

Performance evaluation of Emergency Department patient arrivals forecasting models by including meteorological and calendar information: A comparative study.

Vidya K. Sudarshan, Mikkel Brabrand, Troels Martin Range, Uffe Kock Wiil

Comput. Biol. Medicine, 2021

2018

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

Comput. Methods Programs Biomed., 2018

2017

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

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

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

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

Comput. Biol. Medicine, 2017

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

Comput. Biol. Medicine, 2017

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

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

Comput. Biol. Medicine, 2017

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 Process. Control., 2017

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 Process. Control., 2017

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

Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

2016

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

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

Inf. Fusion, 2016

Data mining framework for identification of myocardial infarction stages in ultrasound: A hybrid feature extraction paradigm (PART 2).

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

Comput. Biol. Medicine, 2016

Application of wavelet techniques for cancer diagnosis using ultrasound images: A Review.

K. Vidya Sudarshan, Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Vinod Chandran, Filippo Molinari, Hamido Fujita, Kwan Hoong Ng

Comput. Biol. Medicine, 2016

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

Comput. Biol. Medicine, 2016

Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images.

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

Comput. Biol. Medicine, 2016

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., 2016

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

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015

Computer-aided diagnosis of diabetic subjects by heart rate variability signals using discrete wavelet transform method.

U. Rajendra Acharya, K. Sudarshan Vidya, Dhanjoo N. Ghista, Wei Jie Eugene Lim, Filippo Molinari, Meena Sankaranarayanan

Knowl. Based Syst., 2015

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

Knowl. Based Syst., 2015

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

Knowl. Based Syst., 2015

Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm.

U. Rajendra Acharya, Oliver Faust, Filippo Molinari, Subbhuraam Vinitha Sree, Sameer P. Junnarkar, K. Vidya Sudarshan

Knowl. Based Syst., 2015

Computer-aided diagnosis of Myocardial Infarction using ultrasound images with DWT, GLCM and HOS methods: A comparative study.

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

Comput. Biol. Medicine, 2015

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

Proceedings of the 2015 IEEE International Conference on Systems, 2015