A two-stage mechanism for registration and classification of ECG using Gaussian mixture model. - Roshan Joy Martis; Chandan Chakraborty; Ajoy Kumar Ray (Pattern Recognit., 2009)

Application of higher order cumulants to ECG signals for the cardiac health diagnosis. - Roshan Joy Martis; U. Rajendra Acharya; Ajoy Kumar Ray; Chandan Chakraborty (EMBC, 2011)

Application of principal component analysis to ECG signals for automated diagnosis of cardiac health. - Roshan Joy Martis; U. Rajendra Acharya; K. M. Mandana; Ajoy Kumar Ray; Chandan Chakraborty (Expert Syst. Appl., 2012)

Application of Empirical Mode Decomposition (EMD) for Automated Detection of epilepsy using EEG signals. - Roshan Joy Martis; U. Rajendra Acharya; Jen Hong Tan; Andrea Petznick; Ratna Yanti; Chua Kuang Chua; E. Y. K. Ng; Louis Tong (Int. J. Neural Syst., 2012)

Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques. - Roshan Joy Martis; M. Muthu Rama Krishnan; Chandan Chakraborty; Sarbajit Pal; Debranjan Sarkar; K. M. Mandana; Ajoy Kumar Ray (J. Medical Syst., 2012)

Application of higher order spectra for accurate delineation of atrial arrhythmia. - Hari Prasad; Roshan Joy Martis; U. Rajendra Acharya; Lim Choo Min; Jasjit S. Suri (EMBC, 2013)

ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform. - Roshan Joy Martis; U. Rajendra Acharya; Lim Choo Min (Biomed. Signal Process. Control., 2013)

Cardiac decision making using higher order spectra. - Roshan Joy Martis; U. Rajendra Acharya; K. M. Mandana; Ajoy Kumar Ray; Chandan Chakraborty (Biomed. Signal Process. Control., 2013)

Application of higher order statistics for atrial arrhythmia classification. - Roshan Joy Martis; U. Rajendra Acharya; Hari Prasad; Chua Kuang Chua; Choo Min Lim; Jasjit S. Suri (Biomed. Signal Process. Control., 2013)

Entropy analysis of muscular near-infrared spectroscopy (NIRS) signals during exercise programme of type 2 diabetic patients: Quantitative assessment of muscle metabolic pattern. - Filippo Molinari; U. Rajendra Acharya; Roshan Joy Martis; Riccardo De Luca; Giuliana Petraroli; William Liboni (Comput. Methods Programs Biomed., 2013)

Automated Diagnosis of epilepsy using CWT, HOS and Texture parameters. - U. Rajendra Acharya; Ratna Yanti; Jia Wei Zheng; M. Muthu Rama Krishnan; Jen Hong Tan; Roshan Joy Martis; Choo Min Lim (Int. J. Neural Syst., 2013)

Application of Higher Order cumulant Features for Cardiac Health Diagnosis using ECG signals. - Roshan Joy Martis; U. Rajendra Acharya; Choo Min Lim; K. M. Mandana; Ajoy Kumar Ray; Chandan Chakraborty (Int. J. Neural Syst., 2013)

Application of Intrinsic Time-Scale Decomposition (ITD) to EEG signals for Automated seizure Prediction. - Roshan Joy Martis; U. Rajendra Acharya; Jen Hong Tan; Andrea Petznick; Louis Tong; Chua Kuang Chua; Eddie-Yin-Kwee Ng (Int. J. Neural Syst., 2013)

Automated EEG analysis of epilepsy: A review. - U. Rajendra Acharya; Subbhuraam Vinitha Sree; G. Swapna; Roshan Joy Martis; Jasjit S. Suri (Knowl. Based Syst., 2013)

Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform. - Donna Giri; U. Rajendra Acharya; Roshan Joy Martis; Subbhuraam Vinitha Sree; Teik-Cheng Lim; Thajudin Ahamed VI; Jasjit S. Suri (Knowl. Based Syst., 2013)

Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework. - Roshan Joy Martis; U. Rajendra Acharya; Choo Min Lim; Jasjit S. Suri (Knowl. Based Syst., 2013)

Automated detection of atrial fibrillation using Bayesian paradigm. - Roshan Joy Martis; U. Rajendra Acharya; Hari Prasad; Chua Kuang Chua; Choo Min Lim (Knowl. Based Syst., 2013)

Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach. - Muthu Rama Krishnan Mookiah; U. Rajendra Acharya; Roshan Joy Martis; Chua Kuang Chua; Choo Min Lim; E. Y. K. Ng; Augustinus Laude (Knowl. Based Syst., 2013)

Computer aided diagnosis of atrial arrhythmia using dimensionality reduction methods on transform domain representation. - Roshan Joy Martis; U. Rajendra Acharya; Hojjat Adeli; Hari Prasad; Jen Hong Tan; Kuang Chua Chua; Chea Loon Too; Sharon Wan Jie Yeo; Louis Tong (Biomed. Signal Process. Control., 2014)

Automated classification of glaucoma stages using higher order cumulant features. - Kevin Noronha; U. Rajendra Acharya; K. Prabhakar Nayak; Roshan Joy Martis; Sulatha V. Bhandary (Biomed. Signal Process. Control., 2014)

Current methods in electrocardiogram characterization. - Roshan Joy Martis; U. Rajendra Acharya; Hojjat Adeli (Comput. Biol. Medicine, 2014)

Linear and nonlinear analysis of normal and CAD-affected heart rate signals. - U. Rajendra Acharya; Oliver Faust; Subbhuraam Vinitha Sree; G. Swapna; Roshan Joy Martis; Nahrizul Adib Kadri; Jasjit S. Suri (Comput. Methods Programs Biomed., 2014)

Computer-aided diabetic retinopathy detection using trace transforms on digital fundus images. - Karthikeyan Ganesan; Roshan Joy Martis; U. Rajendra Acharya; Chua Kuang Chua; Lim Choo Min; E. Y. K. Ng; Augustinus Laude (Medical Biol. Eng. Comput., 2014)

Wavelet-based Machine Learning Techniques for ECG Signal Analysis. - Roshan Joy Martis; Chandan Chakraborty; Ajoy Kumar Ray (Machine Learning in Healthcare Informatics, 2014)

The Application of Genetic Algorithm for Unsupervised Classification of ECG. - Roshan Joy Martis; Hari Prasad; Chandan Chakraborty; Ajoy Kumar Ray (Machine Learning in Healthcare Informatics, 2014)

Empirical mode decomposition analysis of near-infrared spectroscopy muscular signals to assess the effect of physical activity in type 2 diabetic patients. - Filippo Molinari; Roshan Joy Martis; U. Rajendra Acharya; Kristen M. Meiburger; Riccardo De Luca; Giuliana Petraroli; William Liboni (Comput. Biol. Medicine, 2015)

Application of higher-order spectra for automated grading of diabetic maculopathy. - Muthu Rama Krishnan Mookiah; U. Rajendra Acharya; Vinod Chandran; Roshan Joy Martis; Jen Hong Tan; Joel E. W. Koh; Chua Kuang Chua; Louis Tong; Augustinus Laude (Medical Biol. Eng. Comput., 2015)

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)

Automated diagnosis of Coronary Artery Disease using pattern recognition approach. - Usha Desai; Chempi Gurudas Nayak; G. Seshikala; Roshan Joy Martis (EMBC, 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)

Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer vision. - Roshan Joy Martis; Hong Lin; Varadraj Prabhu Gurupur; Steven Lawrence Fernandes (Comput. Biol. Medicine, 2017)

Asymmetry analysis of breast thermograms using automated segmentation and texture features. - Dayakshini Sathish; Surekha Kamath; Keerthana Prasad; Rajagopal Kadavigere; Roshan Joy Martis (Signal Image Video Process., 2017)

Recent Advances in Brain Signal Analysis: Methods and Applications 2018. - Victor Hugo C. de Albuquerque; Plácido Rogério Pinheiro; Roshan Joy Martis; João Manuel R. S. Tavares (Comput. Intell. Neurosci., 2018)

Recent advances in Big Data Analytics, Internet of Things and Machine Learning. - Roshan Joy Martis; Varadraj Prabhu Gurupur; Hong Lin; Aminul Islam 001; Steven Lawrence Fernandes (Future Gener. Comput. Syst., 2018)

Fog Computing Employed Computer Aided Cancer Classification System Using Deep Neural Network in Internet of Things Based Healthcare System. - Pandia Rajan Jeyaraj; S. Edward Rajan; Roshan Joy Martis; Bijaya K. Panigrahi (J. Medical Syst., 2020)

Editorial of the special issue DLHI: Deep learning in medical imaging and healthinformatics. - Roshan Joy Martis; Hong Lin; Bahman Javadi; Steven Lawrence Fernandes; Mussarat Yasmin (Pattern Recognit. Lett., 2020)

Special issue: Recent advances in deep learning, biometrics, health informatics and data science. - Steven Lawrence Fernandes; Roshan Joy Martis; Hong Lin; Bahman Javadi; Urcun John Tanik; Muhammad Sharif 001 (Expert Syst. J. Knowl. Eng., 2022)

Computational approach for content-based image retrieval of K-similar images from brain MR image database. - Niranjana Sampathila; Pavithra; Roshan Joy Martis (Expert Syst. J. Knowl. Eng., 2022)

Atrial fibrillation detection using Poincare geometry and heart beat intervals. - S. K. Shrikanth Rao; Maheshkumar H. Kolekar; Roshan Joy Martis (Expert Syst. J. Knowl. Eng., 2023)