Roshan Joy Martis

According to our database, Roshan Joy Martis authored at least 39 papers between 2009 and 2023.

Collaborative distances:

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

2023

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., August, 2023

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

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

Expert Syst. J. Knowl. Eng., 2022

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

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

2018

Recent advances in Big Data Analytics, Internet of Things and Machine Learning.

Roshan Joy Martis, Varadraj Prabhu Gurupur, Hong Lin, Aminul Islam, Steven Lawrence Fernandes

Future Gener. Comput. Syst., 2018

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

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

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

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

Automated diagnosis of Coronary Artery Disease using pattern recognition approach.

Usha Desai, Chempi Gurudas Nayak, G. Seshikala, Roshan Joy Martis

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 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

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

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

2014

The Application of Genetic Algorithm for Unsupervised Classification of ECG.

Roshan Joy Martis, Hari Prasad, Chandan Chakraborty, Ajoy Kumar Ray

Proceedings of the Machine Learning in Healthcare Informatics, 2014

Wavelet-based Machine Learning Techniques for ECG Signal Analysis.

Roshan Joy Martis, Chandan Chakraborty, Ajoy Kumar Ray

Proceedings of the Machine Learning in Healthcare Informatics, 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

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

Current methods in electrocardiogram characterization.

Roshan Joy Martis, U. Rajendra Acharya, Hojjat Adeli

Comput. Biol. Medicine, 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

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

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

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

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 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

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

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

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

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

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

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

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

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

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

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

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 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

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

2011

Application of higher order cumulants to ECG signals for the cardiac health diagnosis.

Roshan Joy Martis, U. Rajendra Acharya, Ajoy Kumar Ray, Chandan Chakraborty

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2009

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