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 (SMC, 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)

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)

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)

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)

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)

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, 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 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)

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)

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)

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)

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)

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)

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 (1), 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)

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)

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)

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)

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 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 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 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)

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)

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 001; Edward J. Ciaccio; Ooi Chui Ping; Raj Gururajan; Rashmi Gururajan; Shu Lih Oh; Suzanne K. Lewis; Peter H. R. Green; Govind Bhagat; et al. (Comput. Methods Programs Biomed., 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 001; Oliver Faust; Edward J. Ciaccio; Kwan Hoong Ng; U. Rajendra Acharya (Int. J. Imaging Syst. Technol., 2021)

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)

Human-Generative AI Collaborative Problem Solving Who Leads and How Students Perceive the Interactions. - Gaoxia Zhu; Vidya Sudarshan; Jason Fok Kow; Yew Soon Ong (CoRR, 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)

Advancing AI Literacy in Medical Education: A Medical AI Competency Framework Development. - Chang Cai; Jamie Andrew Duell; Daisy Minghui Chen; Weng Kin Ho; Bernett Teck Kwong Lee; Fang Li; Siyuan Liu 003; Olivia Ng; Vidya Sudarshan; Shang-Ming Zhou; Gaoxia Zhu; Xiuyi Fan (AIED (5), 2025)

Measuring undergraduate students' reliance on Generative AI during problem-solving: Scale development and validation. - Chenyu Hou; Gaoxia Zhu; Vidya Sudarshan; Fun Siong Lim; Yew Soon Ong (Comput. Educ., 2025)