Roshan Joy Martis

39 papers Journal 34Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Atrial fibrillation detection using Poincare geometry and heart beat intervals.
Expert Syst. J. Knowl. Eng.
S. K. Shrikanth Rao, Maheshkumar H. Kolekar, Roshan Joy Martis
2022 J jnl
Computational approach for content-based image retrieval of K-similar images from brain MR image database.
Expert Syst. J. Knowl. Eng.
Niranjana Sampathila, Pavithra, Roshan Joy Martis
2022 J jnl
Special issue: Recent advances in deep learning, biometrics, health informatics and data science.
Expert Syst. J. Knowl. Eng.
Steven Lawrence Fernandes, Roshan Joy Martis, Hong Lin, Bahman Javadi, Urcun John Tanik, Muhammad Sharif
2020 J jnl
Editorial of the special issue DLHI: Deep learning in medical imaging and healthinformatics.
Pattern Recognit. Lett.
Roshan Joy Martis, Hong Lin, Bahman Javadi, Steven Lawrence Fernandes, Mussarat Yasmin
2020 J jnl
Fog Computing Employed Computer Aided Cancer Classification System Using Deep Neural Network in Internet of Things Based Healthcare System.
J. Medical Syst.
Pandia Rajan Jeyaraj, S. Edward Rajan, Roshan Joy Martis, Bijaya K. Panigrahi
2018 J jnl
Recent Advances in Brain Signal Analysis: Methods and Applications 2018.
Comput. Intell. Neurosci.
Victor Hugo C. de Albuquerque, Plácido Rogério Pinheiro, Roshan Joy Martis, João Manuel R. S. Tavares
2018 J jnl
Recent advances in Big Data Analytics, Internet of Things and Machine Learning.
Future Gener. Comput. Syst.
Roshan Joy Martis, Varadraj Prabhu Gurupur, Hong Lin, Aminul Islam, Steven Lawrence Fernandes
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
Asymmetry analysis of breast thermograms using automated segmentation and texture features.
Signal Image Video Process.
Dayakshini Sathish, Surekha Kamath, Keerthana Prasad, Rajagopal Kadavigere, Roshan Joy Martis
2017 — conf
Automated diagnosis of Coronary Artery Disease using pattern recognition approach.
EMBC
Usha Desai, Chempi Gurudas Nayak, G. Seshikala, Roshan Joy Martis
2017 J jnl
Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer vision.
Comput. Biol. Medicine
Roshan Joy Martis, Hong Lin, Varadraj Prabhu Gurupur, Steven Lawrence Fernandes
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
2015 J jnl
Application of higher-order spectra for automated grading of diabetic maculopathy.
Medical Biol. Eng. Comput.
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
2015 J jnl
Empirical mode decomposition analysis of near-infrared spectroscopy muscular signals to assess the effect of physical activity in type 2 diabetic patients.
Comput. Biol. Medicine
Filippo Molinari, Roshan Joy Martis, U. Rajendra Acharya, Kristen M. Meiburger, Riccardo De Luca, Giuliana Petraroli, William Liboni
2014 J jnl
Automated classification of glaucoma stages using higher order cumulant features.
Biomed. Signal Process. Control.
Kevin Noronha, U. Rajendra Acharya, K. Prabhakar Nayak, Roshan Joy Martis, Sulatha V. Bhandary
2014 J jnl
Computer aided diagnosis of atrial arrhythmia using dimensionality reduction methods on transform domain representation.
Biomed. Signal Process. Control.
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
2014 J jnl
Computer-aided diabetic retinopathy detection using trace transforms on digital fundus images.
Medical Biol. Eng. Comput.
Karthikeyan Ganesan, Roshan Joy Martis, U. Rajendra Acharya, Chua Kuang Chua, Lim Choo Min, E. Y. K. Ng, Augustinus Laude
2014 J jnl
Current methods in electrocardiogram characterization.
Comput. Biol. Medicine
Roshan Joy Martis, U. Rajendra Acharya, Hojjat Adeli
2014 J jnl
Linear and nonlinear analysis of normal and CAD-affected heart rate signals.
Comput. Methods Programs Biomed.
U. Rajendra Acharya, Oliver Faust, Subbhuraam Vinitha Sree, G. Swapna, Roshan Joy Martis, Nahrizul Adib Kadri, Jasjit S. Suri
2014 — ch.
The Application of Genetic Algorithm for Unsupervised Classification of ECG.
Machine Learning in Healthcare Informatics
Roshan Joy Martis, Hari Prasad, Chandan Chakraborty, Ajoy Kumar Ray
2014 — ch.
Wavelet-based Machine Learning Techniques for ECG Signal Analysis.
Machine Learning in Healthcare Informatics
Roshan Joy Martis, Chandan Chakraborty, Ajoy Kumar Ray
2013 J jnl
Application of Higher Order cumulant Features for Cardiac Health Diagnosis using ECG signals.
Int. J. Neural Syst.
Roshan Joy Martis, U. Rajendra Acharya, Choo Min Lim, K. M. Mandana, Ajoy Kumar Ray, Chandan Chakraborty
2013 J jnl
Application of Intrinsic Time-Scale Decomposition (ITD) to EEG signals for Automated seizure Prediction.
Int. J. Neural Syst.
Roshan Joy Martis, U. Rajendra Acharya, Jen Hong Tan, Andrea Petznick, Louis Tong, Chua Kuang Chua, Eddie-Yin-Kwee Ng
2013 — conf
Application of higher order spectra for accurate delineation of atrial arrhythmia.
EMBC
Hari Prasad, Roshan Joy Martis, U. Rajendra Acharya, Lim Choo Min, Jasjit S. Suri
2013 J jnl
Application of higher order statistics for atrial arrhythmia classification.
Biomed. Signal Process. Control.
Roshan Joy Martis, U. Rajendra Acharya, Hari Prasad, Chua Kuang Chua, Choo Min Lim, Jasjit S. Suri
2013 J jnl
Automated Diagnosis of epilepsy using CWT, HOS and Texture parameters.
Int. J. Neural Syst.
U. Rajendra Acharya, Ratna Yanti, Jia Wei Zheng, M. Muthu Rama Krishnan, Jen Hong Tan, Roshan Joy Martis, Choo Min Lim
2013 J jnl
Automated EEG analysis of epilepsy: A review.
Knowl. Based Syst.
U. Rajendra Acharya, Subbhuraam Vinitha Sree, G. Swapna, Roshan Joy Martis, Jasjit S. Suri
2013 J jnl
Automated detection of atrial fibrillation using Bayesian paradigm.
Knowl. Based Syst.
Roshan Joy Martis, U. Rajendra Acharya, Hari Prasad, Chua Kuang Chua, Choo Min Lim
2013 J jnl
Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform.
Knowl. Based Syst.
Donna Giri, U. Rajendra Acharya, Roshan Joy Martis, Subbhuraam Vinitha Sree, Teik-Cheng Lim, Thajudin Ahamed VI, Jasjit S. Suri
2013 J jnl
Cardiac decision making using higher order spectra.
Biomed. Signal Process. Control.
Roshan Joy Martis, U. Rajendra Acharya, K. M. Mandana, Ajoy Kumar Ray, Chandan Chakraborty
2013 J jnl
Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework.
Knowl. Based Syst.
Roshan Joy Martis, U. Rajendra Acharya, Choo Min Lim, Jasjit S. Suri
2013 J jnl
ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform.
Biomed. Signal Process. Control.
Roshan Joy Martis, U. Rajendra Acharya, Lim Choo Min
2013 J jnl
Entropy analysis of muscular near-infrared spectroscopy (NIRS) signals during exercise programme of type 2 diabetic patients: Quantitative assessment of muscle metabolic pattern.
Comput. Methods Programs Biomed.
Filippo Molinari, U. Rajendra Acharya, Roshan Joy Martis, Riccardo De Luca, Giuliana Petraroli, William Liboni
2013 J jnl
Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach.
Knowl. Based Syst.
Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, Choo Min Lim, E. Y. K. Ng, Augustinus Laude
2012 J jnl
Application of Empirical Mode Decomposition (EMD) for Automated Detection of epilepsy using EEG signals.
Int. J. Neural Syst.
Roshan Joy Martis, U. Rajendra Acharya, Jen Hong Tan, Andrea Petznick, Ratna Yanti, Chua Kuang Chua, E. Y. K. Ng, Louis Tong
2012 J jnl
Application of principal component analysis to ECG signals for automated diagnosis of cardiac health.
Expert Syst. Appl.
Roshan Joy Martis, U. Rajendra Acharya, K. M. Mandana, Ajoy Kumar Ray, Chandan Chakraborty
2012 J jnl
Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques.
J. Medical Syst.
Roshan Joy Martis, M. Muthu Rama Krishnan, Chandan Chakraborty, Sarbajit Pal, Debranjan Sarkar, K. M. Mandana, Ajoy Kumar Ray
2011 — conf
Application of higher order cumulants to ECG signals for the cardiac health diagnosis.
EMBC
Roshan Joy Martis, U. Rajendra Acharya, Ajoy Kumar Ray, Chandan Chakraborty
2009 J jnl
A two-stage mechanism for registration and classification of ECG using Gaussian mixture model.
Pattern Recognit.
Roshan Joy Martis, Chandan Chakraborty, Ajoy Kumar Ray