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2023
[j34]
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S. K. Shrikanth Rao, Maheshkumar H. Kolekar, Roshan Joy Martis:
Atrial fibrillation detection using Poincare geometry and heart beat intervals. Expert Syst. J. Knowl. Eng. 40(7) (2023)
2022
[j33]
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Steven Lawrence Fernandes, Roshan Joy Martis, Hong Lin, Bahman Javadi, Urcun John Tanik, Muhammad Sharif:
Special issue: Recent advances in deep learning, biometrics, health informatics and data science. Expert Syst. J. Knowl. Eng. 39(7) (2022)
[j32]
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Niranjana Sampathila, Pavithra, Roshan Joy Martis:
Computational approach for content-based image retrieval of K-similar images from brain MR image database. Expert Syst. J. Knowl. Eng. 39(7) (2022)
2020
[j31]
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Pandia Rajan Jeyaraj, S. Edward Rajan, Roshan Joy Martis, Bijaya K. Panigrahi:
Fog Computing Employed Computer Aided Cancer Classification System Using Deep Neural Network in Internet of Things Based Healthcare System. J. Medical Syst. 44(2): 34 (2020)
[j30]
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Roshan Joy Martis, Hong Lin, Bahman Javadi, Steven Lawrence Fernandes, Mussarat Yasmin:
Editorial of the special issue DLHI: Deep learning in medical imaging and healthinformatics. Pattern Recognit. Lett. 140: 116-118 (2020)
2018
[j29]
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Victor Hugo C. de Albuquerque, Plácido Rogério Pinheiro, Roshan Joy Martis, João Manuel R. S. Tavares:
Recent Advances in Brain Signal Analysis: Methods and Applications 2018. Comput. Intell. Neurosci. 2018: 5971086:1-5971086:2 (2018)
[j28]
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Roshan Joy Martis, Varadraj Prabhu Gurupur, Hong Lin, Aminul Islam, Steven Lawrence Fernandes:
Recent advances in Big Data Analytics, Internet of Things and Machine Learning. Future Gener. Comput. Syst. 88: 696-698 (2018)
2017
[j27]
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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:
Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals. Biomed. Signal Process. Control. 31: 31-43 (2017)
[j26]
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Roshan Joy Martis, Hong Lin, Varadraj Prabhu Gurupur, Steven Lawrence Fernandes:
Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer vision. Comput. Biol. Medicine 89: 549-550 (2017)
[j25]
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Dayakshini Sathish, Surekha Kamath, Keerthana Prasad, Rajagopal Kadavigere, Roshan Joy Martis:
Asymmetry analysis of breast thermograms using automated segmentation and texture features. Signal Image Video Process. 11(4): 745-752 (2017)
2016
[j24]
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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:
Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads. Knowl. Based Syst. 99: 146-156 (2016)
2015
[j23]
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Filippo Molinari, Roshan Joy Martis, U. Rajendra Acharya, Kristen M. Meiburger, Riccardo De Luca, Giuliana Petraroli, William Liboni:
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 59: 1-9 (2015)
[j22]
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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:
Application of higher-order spectra for automated grading of diabetic maculopathy. Medical Biol. Eng. Comput. 53(12): 1319-1331 (2015)
2014
[j21]
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Kevin Noronha, U. Rajendra Acharya, K. Prabhakar Nayak, Roshan Joy Martis, Sulatha V. Bhandary:
Automated classification of glaucoma stages using higher order cumulant features. Biomed. Signal Process. Control. 10: 174-183 (2014)
[j20]
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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:
Computer aided diagnosis of atrial arrhythmia using dimensionality reduction methods on transform domain representation. Biomed. Signal Process. Control. 13: 295-305 (2014)
[j19]
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Roshan Joy Martis, U. Rajendra Acharya, Hojjat Adeli:
Current methods in electrocardiogram characterization. Comput. Biol. Medicine 48: 133-149 (2014)
[j18]
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U. Rajendra Acharya, Oliver Faust, Subbhuraam Vinitha Sree, G. Swapna, Roshan Joy Martis, Nahrizul Adib Kadri, Jasjit S. Suri:
Linear and nonlinear analysis of normal and CAD-affected heart rate signals. Comput. Methods Programs Biomed. 113(1): 55-68 (2014)
[j17]
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Karthikeyan Ganesan, Roshan Joy Martis, U. Rajendra Acharya, Chua Kuang Chua, Lim Choo Min, E. Y. K. Ng, Augustinus Laude:
Computer-aided diabetic retinopathy detection using trace transforms on digital fundus images. Medical Biol. Eng. Comput. 52(8): 663-672 (2014)
2013
[j16]
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  - journals/bspc/MartisAMRC13
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Roshan Joy Martis, U. Rajendra Acharya, K. M. Mandana, Ajoy Kumar Ray, Chandan Chakraborty:
Cardiac decision making using higher order spectra. Biomed. Signal Process. Control. 8(2): 193-203 (2013)
[j15]
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Roshan Joy Martis, U. Rajendra Acharya, Lim Choo Min:
ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform. Biomed. Signal Process. Control. 8(5): 437-448 (2013)
[j14]
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Roshan Joy Martis, U. Rajendra Acharya, Hari Prasad, Chua Kuang Chua, Choo Min Lim, Jasjit S. Suri:
Application of higher order statistics for atrial arrhythmia classification. Biomed. Signal Process. Control. 8(6): 888-900 (2013)
[j13]
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Filippo Molinari, U. Rajendra Acharya, Roshan Joy Martis, Riccardo De Luca, Giuliana Petraroli, William Liboni:
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. 112(3): 518-528 (2013)
[j12]
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U. Rajendra Acharya, Ratna Yanti, Jia Wei Zheng, M. Muthu Rama Krishnan, Jen Hong Tan, Roshan Joy Martis, Choo Min Lim:
Automated Diagnosis of epilepsy using CWT, HOS and Texture parameters. Int. J. Neural Syst. 23(3) (2013)
[j11]
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  - journals/ijns/MartisALMRC13
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Roshan Joy Martis, U. Rajendra Acharya, Choo Min Lim, K. M. Mandana, Ajoy Kumar Ray, Chandan Chakraborty:
Application of Higher Order cumulant Features for Cardiac Health Diagnosis using ECG signals. Int. J. Neural Syst. 23(4) (2013)
[j10]
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Roshan Joy Martis, U. Rajendra Acharya, Jen Hong Tan, Andrea Petznick, Louis Tong, Chua Kuang Chua, Eddie-Yin-Kwee Ng:
Application of Intrinsic Time-Scale Decomposition (ITD) to EEG signals for Automated seizure Prediction. Int. J. Neural Syst. 23(5) (2013)
[j9]
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Donna Giri, U. Rajendra Acharya, Roshan Joy Martis, Subbhuraam Vinitha Sree, Teik-Cheng Lim, Thajudin Ahamed VI, Jasjit S. Suri:
Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform. Knowl. Based Syst. 37: 274-282 (2013)
[j8]
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Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, Choo Min Lim, E. Y. K. Ng, Augustinus Laude:
Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach. Knowl. Based Syst. 39: 9-22 (2013)
[j7]
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Roshan Joy Martis, U. Rajendra Acharya, Choo Min Lim, Jasjit S. Suri:
Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework. Knowl. Based Syst. 45: 76-82 (2013)
[j6]
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U. Rajendra Acharya, Subbhuraam Vinitha Sree, G. Swapna, Roshan Joy Martis, Jasjit S. Suri:
Automated EEG analysis of epilepsy: A review. Knowl. Based Syst. 45: 147-165 (2013)
[j5]
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Roshan Joy Martis, U. Rajendra Acharya, Hari Prasad, Chua Kuang Chua, Choo Min Lim:
Automated detection of atrial fibrillation using Bayesian paradigm. Knowl. Based Syst. 54: 269-275 (2013)
2012
[j4]
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  - journals/eswa/MartisAMRC12
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Roshan Joy Martis, U. Rajendra Acharya, K. M. Mandana, Ajoy Kumar Ray, Chandan Chakraborty:
Application of principal component analysis to ECG signals for automated diagnosis of cardiac health. Expert Syst. Appl. 39(14): 11792-11800 (2012)
[j3]
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  - journals/ijns/MartisATPYCNT12
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Roshan Joy Martis, U. Rajendra Acharya, Jen Hong Tan, Andrea Petznick, Ratna Yanti, Chua Kuang Chua, E. Y. K. Ng, Louis Tong:
Application of Empirical Mode Decomposition (EMD) for Automated Detection of epilepsy using EEG signals. Int. J. Neural Syst. 22(6) (2012)
[j2]
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  - journals/jms/MartisKCPSMR12
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Roshan Joy Martis, M. Muthu Rama Krishnan, Chandan Chakraborty, Sarbajit Pal, Debranjan Sarkar, K. M. Mandana, Ajoy Kumar Ray:
Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques. J. Medical Syst. 36(2): 677-688 (2012)
2009
[j1]
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  - journals/pr/MartisCR09
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Roshan Joy Martis, Chandan Chakraborty, Ajoy Kumar Ray:
A two-stage mechanism for registration and classification of ECG using Gaussian mixture model. Pattern Recognit. 42(11): 2979-2988 (2009)

Conference and Workshop Papers

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2017
[c3]
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  - conf/embc/DesaiNSM17
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Usha Desai, Chempi Gurudas Nayak, G. Seshikala, Roshan Joy Martis:
Automated diagnosis of Coronary Artery Disease using pattern recognition approach. EMBC 2017: 434-437
2013
[c2]
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  - conf/embc/PrasadMAMS13
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Hari Prasad, Roshan Joy Martis, U. Rajendra Acharya, Lim Choo Min, Jasjit S. Suri:
Application of higher order spectra for accurate delineation of atrial arrhythmia. EMBC 2013: 57-60
2011
[c1]
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  - conf/embc/MartisARC11
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Roshan Joy Martis, U. Rajendra Acharya, Ajoy Kumar Ray, Chandan Chakraborty:
Application of higher order cumulants to ECG signals for the cardiac health diagnosis. EMBC 2011: 1697-1700

Parts in Books or Collections

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2014
[p2]
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Roshan Joy Martis, Chandan Chakraborty, Ajoy Kumar Ray:
Wavelet-based Machine Learning Techniques for ECG Signal Analysis. Machine Learning in Healthcare Informatics 2014: 25-45
[p1]
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Roshan Joy Martis, Hari Prasad, Chandan Chakraborty, Ajoy Kumar Ray:
The Application of Genetic Algorithm for Unsupervised Classification of ECG. Machine Learning in Healthcare Informatics 2014: 65-80

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