Roshan Joy Martis

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Biomedical Signal Processing and Control Automated Classification of Glaucoma Stages Using Higher Order Cumulant Features

Kevin Noronha, U. Rajendra Acharya, K. Prabhakar Nayak, 2022 .

Application of higher order spectra for accurate delineation of atrial arrhythmia

U. Rajendra Acharya, Roshan Joy Martis, Jasjit S. Suri, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Empirical mode decomposition analysis of near-infrared spectroscopy muscular signals to assess the effect of physical activity in type 2 diabetic patients

U. Rajendra Acharya, Roshan Joy Martis, Filippo Molinari, 2015, Comput. Biol. Medicine.

Asymmetry analysis of breast thermograms using automated segmentation and texture features

Roshan Joy Martis, Keerthana Prasad, Surekha Kamath, 2017, Signal Image Video Process..

Computer aided diagnosis of atrial arrhythmia using dimensionality reduction methods on transform domain representation

U. Rajendra Acharya, Roshan Joy Martis, Hojjat Adeli, 2014, Biomed. Signal Process. Control..

Application of Higher Order cumulant Features for Cardiac Health Diagnosis using ECG signals

Chandan Chakraborty, U. Rajendra Acharya, Roshan Joy Martis, 2013, Int. J. Neural Syst..

Cardiac decision making using higher order spectra

Chandan Chakraborty, U. Rajendra Acharya, Roshan Joy Martis, 2013, Biomed. Signal Process. Control..

Applications of deep learning for multimedia

Roshan Joy Martis, 2020, Multimedia Tools and Applications.

ARRHYTHMIA DISEASE DIAGNOSIS USING NEURAL NETWORK, SVM, AND GENETIC ALGORITHM-OPTIMIZED k-MEANS CLUSTERING

Roshan Joy Martis, Chandan Chakraborty, 2011 .

Discrete Cosine Transform Features in Automated Classification of Cardiac Arrhythmia Beats

Roshan Joy Martis, Usha Desai, C. Gurudas Nayak, 2015 .

Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals

U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, 2017, Biomed. Signal Process. Control..

Application of higher-order spectra for automated grading of diabetic maculopathy

U. Rajendra Acharya, Roshan Joy Martis, Vinod Chandran, 2015, Medical & Biological Engineering & Computing.

Application of Empirical Mode Decomposition (EMD) for Automated Detection of epilepsy using EEG signals

U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, 2012, Int. J. Neural Syst..

Wavelet-based Machine Learning Techniques for ECG Signal Analysis

Chandan Chakraborty, Roshan Joy Martis, Ajoy Kumar Ray, 2014, Machine Learning in Healthcare Informatics.

ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform

U. Rajendra Acharya, Roshan Joy Martis, Choo Min Lim, 2013, Biomed. Signal Process. Control..

A two-stage mechanism for registration and classification of ECG using Gaussian mixture model

Chandan Chakraborty, Roshan Joy Martis, Ajoy Kumar Ray, 2009, Pattern Recognit..

Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach

U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, 2013, Knowl. Based Syst..

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

Roshan Joy Martis, Hong Lin, Aminul Islam, 2018, Future Gener. Comput. Syst..

Application of Higher-Order Spectra Cumulants for Diabetic Retinopathy Detection Using Digital Fundus Images

Roshan Joy Martis, Chua Kuang Chua, Jasjit S. Suri, 2014 .

Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads

U. Rajendra Acharya, Roshan Joy Martis, Hamido Fujita, 2016, Knowl. Based Syst..

Recent Advances in Brain Signal Analysis: Methods and Applications 2018

Roshan Joy Martis, Plácido Rogério Pinheiro, João Manuel R. S. Tavares, 2018, Comput. Intell. Neurosci..

Fog Computing Employed Computer Aided Cancer Classification System Using Deep Neural Network in Internet of Things Based Healthcare System

Bijaya K. Panigrahi, Roshan Joy Martis, B. K. Panigrahi, 2019, Journal of Medical Systems.

Current methods in electrocardiogram characterization

U. Rajendra Acharya, Roshan Joy Martis, Hojjat Adeli, 2014, Comput. Biol. Medicine.

Application of Intrinsic Time-Scale Decomposition (ITD) to EEG signals for Automated seizure Prediction

U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, 2013, Int. J. Neural Syst..

Automated Detection of Pulmonary Edema and Respiratory Failure Using Physiological Signals

Roshan Joy Martis, Oliver Faust, Wenwei Yu, 2013 .

Computer-aided diabetic retinopathy detection using trace transforms on digital fundus images

U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, 2014, Medical & Biological Engineering & Computing.

A Novel Fusion Approach for Early Lung Cancer Detection Using Computer Aided Diagnosis Techniques

Hong Lin, Roshan Joy Martis, Varadraj P. Gurupur, 2017 .

Automated detection of atrial fibrillation using Bayesian paradigm

U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, 2013, Knowl. Based Syst..

Automated Diagnosis of epilepsy using CWT, HOS and Texture parameters

U. Rajendra Acharya, Roshan Joy Martis, Choo Min Lim, 2013, Int. J. Neural Syst..

Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques

Chandan Chakraborty, Roshan Joy Martis, Ajoy Kumar Ray, 2012, Journal of Medical Systems.

Automated diagnosis of Coronary Artery Disease using pattern recognition approach

Roshan Joy Martis, Usha Desai, G. Seshikala, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Computational approach for content‐based image retrieval of K‐similar images from brain MR image database

Roshan Joy Martis, Pavithra, Niranjana Sampathila, 2020, Expert Syst. J. Knowl. Eng..

Entropy analysis of muscular near-infrared spectroscopy (NIRS) signals during exercise programme of type 2 diabetic patients: Quantitative assessment of muscle metabolic pattern

U. Rajendra Acharya, Roshan Joy Martis, Filippo Molinari, 2013, Comput. Methods Programs Biomed..

A Special Section on Early Cancer Detection and Machine Vision

Roshan Joy Martis, Steven Lawrence Fernandes, 2017 .

Diagnosis of Schizophrenia using Kolmogorov Complexity and Sample Entropy

Roshan Joy Martis, K ShreyaPrabhu, R. J. Martis, 2020 .

Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework

U. Rajendra Acharya, Roshan Joy Martis, Jasjit S. Suri, 2013, Knowl. Based Syst..

Automated EEG analysis of epilepsy: A review

U. Rajendra Acharya, Roshan Joy Martis, Jasjit S. Suri, 2013, Knowl. Based Syst..

Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform

U. Rajendra Acharya, Roshan Joy Martis, Subbhuraam Vinitha Sree, 2013, Knowl. Based Syst..

DECISION SUPPORT SYSTEM FOR ARRHYTHMIA BEATS USING ECG SIGNALS WITH DCT, DWT AND EMD METHODS: A COMPARATIVE STUDY

Roshan Joy Martis, Usha Desai, G. Seshikala, 2016 .

Application of principal component analysis to ECG signals for automated diagnosis of cardiac health

Chandan Chakraborty, U. Rajendra Acharya, Roshan Joy Martis, 2012, Expert Syst. Appl..

DIAGNOSIS OF MULTICLASS TACHYCARDIA BEATS USING RECURRENCE QUANTIFICATION ANALYSIS AND ENSEMBLE CLASSIFIERS

Roshan Joy Martis, Usha Desai, G. Seshikala, 2016 .

Application of higher order statistics for atrial arrhythmia classification

U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, 2013, Biomed. Signal Process. Control..

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

Chandan Chakraborty, U. Rajendra Acharya, Roshan Joy Martis, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

The Application of Genetic Algorithm for Unsupervised Classification of ECG

Chandan Chakraborty, Roshan Joy Martis, Ajoy Kumar Ray, 2014, Machine Learning in Healthcare Informatics.

Editorial of the special issue DLHI: Deep learning in medical imaging and healthinformatics

Roshan Joy Martis, Mussarat Yasmin, Steven Lawrence Fernandes, 2020, Pattern Recognit. Lett..

Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer vision

Roshan Joy Martis, Hong Lin, Varadraj P. Gurupur, 2017, Comput. Biol. Medicine.

Linear and nonlinear analysis of normal and CAD-affected heart rate signals

U. Rajendra Acharya, Roshan Joy Martis, Oliver Faust, 2014, Comput. Methods Programs Biomed..

AUTOMATED DETECTION OF ATRIAL FLUTTER AND FIBRILLATION USING ECG SIGNALS IN WAVELET FRAMEWORK

Chandan Chakraborty, Roshan Joy Martis, Ajoy Kumar Ray, 2012 .

Machine intelligent diagnosis of ECG for arrhythmia classification using DWT, ICA and SVM techniques

Roshan Joy Martis, Usha Desai, G. Seshikala, 2015, 2015 Annual IEEE India Conference (INDICON).

Automated Diagnosis of Tachycardia Beats

Roshan Joy Martis, Usha Desai, G. Seshikala, 2018 .

Cardiac Arrhythmia Classification Using Electrocardiogram

Roshan Joy Martis, Oliver Faust, Wenwei Yu, 2013 .

Prostate Tissue Characterization/Classification in 144 Patient Population Using Wavelet and Higher Order Spectra Features from Transrectal Ultrasound Images

Ayman El-Baz, Roshan Joy Martis, Jasjit S. Suri, 2013, Technology in cancer research & treatment.