R. J. Martis

发表

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..

An Integrated ECG Feature Extraction Scheme Using PCA and Wavelet Transform

C. Chakraborty, R. J. Martis, A. Ray, 2009, 2009 Annual IEEE India Conference.

Automated diagnosis of epileptic electroencephalogram using independent component analysis and discrete wavelet transform for different electroencephalogram durations.

G Swapna, J. Suri, U. Acharya, 2013, Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine.

Evolutionary algorithm-based classifier parameter tuning for automatic ovarian cancer tissue characterization and classification.

S Vinitha Sree, J. Suri, U. Acharya, 2014, Ultraschall in der Medizin.

EPILEPTIC EEG CLASSIFICATION USING NONLINEAR PARAMETERS ON DIFFERENT FREQUENCY BANDS

C. K. Chua, J. Tan, L. Tong, 2015 .

ECG SIGNAL GENERATION AND HEART RATE VARIABILITY SIGNAL EXTRACTION: SIGNAL PROCESSING, FEATURES DETECTION, AND THEIR CORRELATION WITH CARDIAC DISEASES

S. V. Sree, D. Ghista, R. J. Martis, 2012 .

Machine Learning Based Decision Support System for Atrial Fibrillation Detection using Electrocardiogram

R. J. Martis, Shrikanth Rao S K, 2020, 2020 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER).

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).

ECG based Atrial Fibrillation Detection using Cuckoo Search Algorithm

U. Acharya, R. J. Martis, 2017 .

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

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

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.

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.

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

C. K. Chua, J. Suri, K. Ganesan, 2014 .

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.

Cardiac Arrhythmia Classification Using Electrocardiogram

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

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

C. M. Lim, C. K. Chua, K. Ganesan, 2014, Medical & Biological Engineering & Computing.

Cardiac decision making using higher order spectra

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

Gaussian Mixture Model–Based Clustering Technique for Electrocardiogram Analysis

C. Chakraborty, R. J. Martis, A. Ray, 2016 .

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..

Evolutionary Algorithm-Based Classifier Parameter Tuning for Automatic Ovarian Cancer Tissue Characterization and Classification

J. Suri, U. Acharya, F. Molinari, 2012, Ultraschall in der Medizin.

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..

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..

Coronary Artery Disease (CAD) Heart Beats Classification Using Recurrence Plots

Kandala N. V. P. S. Rajesh, R. J. Martis, Usha Desai, 2023, 2023 3rd International conference on Artificial Intelligence and Signal Processing (AISP).

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).

Current methods in electrocardiogram characterization

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

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..

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..

Automated Diagnosis of Tachycardia Beats

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

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..

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..

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..

Wavelet-based Machine Learning Techniques for ECG Signal Analysis

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

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..

Practice of Cardiac Auscultation: Clinical perspectives and its implications on computer aided diagnosis

Jyotirmoy Chatterjee, Manjunatha Mahadevappa, Subhamoy Mandal, 2014, bioRxiv.

Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques

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

Discrete Cosine Transform Features in Automated Classification of Cardiac Arrhythmia Beats

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

Automated Diagnosis of epilepsy using CWT, HOS and Texture parameters

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

Diagnosis of Schizophrenia using Kolmogorov Complexity and Sample Entropy

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

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

Joel E. W. Koh, C. K. Chua, V. Chandran, 2015, Medical & Biological Engineering & Computing.

Automated EEG analysis of epilepsy: A review

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

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..

Automated detection of atrial fibrillation using Bayesian paradigm

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

Classification of Human Emotional States Based on Valence-Arousal Scale using Electroencephalogram

R. J. Martis, Niranjana Sampathila, GS Shashi Kumar, 2023, Journal of medical signals and sensors.

Comparative analysis of active contour random walker and watershed algorithms in segmentation of ovarian cancer

R. J. Martis, Taha Ismail, Ashwini Kodipalli, 2022, 2022 International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics ( DISCOVER).

Comparative Study of Classification of Histopathological Images

R. J. Martis, Sonali Agarwal, Ashwini Kodipalli, 2021, 2021 5th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques (ICEECCOT).

Segmentation of Ovarian Cancer using Active Contour and Random Walker Algorithm

R. J. Martis, Ashwini Kodipalli, P. J. Ruchitha, 2021, 2021 5th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques (ICEECCOT).

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).

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 .

Automated classification of glaucoma stages using higher order cumulant features

S. Bhandary, K. Noronha, R. J. Martis, 2014, 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.

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..

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

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