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Muthu Rama Krishnan Mookiah

M. Muthu Rama Krishnan

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2020 – today

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2021
[j28]
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Muthu Rama Krishnan Mookiah, Stephen Hogg, Thomas J. MacGillivray, Emanuele Trucco:
On the quantitative effects of compression of retinal fundus images on morphometric vascular measurements in VAMPIRE. Comput. Methods Programs Biomed. 202: 105969 (2021)
[j27]
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Muthu Rama Krishnan Mookiah, Stephen Hogg, Tom J. MacGillivray, Vijayaraghavan Prathiba, Rajendra Pradeepa, Viswanathan Mohan, Ranjit Mohan Anjana, Alexander S. Doney, Colin N. A. Palmer, Emanuele Trucco:
A review of machine learning methods for retinal blood vessel segmentation and artery/vein classification. Medical Image Anal. 68: 101905 (2021)

2010 – 2019

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2018
[c3]
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Muthu Rama Krishnan Mookiah, Sarah McGrory, Stephen Hogg, Jackie Price, Rachel Forster, Thomas J. MacGillivray, Emanuele Trucco:
Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering. COMPAY/OMIA@MICCAI 2018: 294-302
2017
[j26]
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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)
[j25]
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U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, Yuki Hagiwara, Chua Kuang Chua, Augustinus Laude:
Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index. Comput. Biol. Medicine 84: 59-68 (2017)
2016
[j24]
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K. Vidya Sudarshan, Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Vinod Chandran, Filippo Molinari, Hamido Fujita, Kwan Hoong Ng:
Application of wavelet techniques for cancer diagnosis using ultrasound images: A Review. Comput. Biol. Medicine 69: 97-111 (2016)
[j23]
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U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Kevin Noronha, Sulatha V. Bhandary, A. Krishna Rao, Yuki Hagiwara, Chua Kuang Chua, Augustinus Laude:
Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features. Comput. Biol. Medicine 73: 131-140 (2016)
[j22]
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U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, Hamido Fujita, Yuki Hagiwara, Chua Kuang Chua, Augustinus Laude:
Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index. Comput. Biol. Medicine 75: 54-62 (2016)
[j21]
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U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Yuki Hagiwara, Chua Kuang Chua, Sameer P. Junnarkar, Anushya Vijayananthan, Kwan Hoong Ng:
An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images. Inf. Fusion 31: 43-53 (2016)
2015
[j20]
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Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Joel E. W. Koh, Jen Hong Tan, Kevin Noronha, Sulatha V. Bhandary, Chua Kuang Chua, Choo Min Lim, Augustinus Laude, Louis Tong:
Local configuration pattern features for age-related macular degeneration characterization and classification. Comput. Biol. Medicine 63: 208-218 (2015)
[j19]
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Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Jen Hong Tan, Chua Kuang Chua, Sulatha V. Bhandary, Augustinus Laude, Louis Tong:
Application of different imaging modalities for diagnosis of Diabetic Macular Edema: A review. Comput. Biol. Medicine 66: 295-315 (2015)
[j18]
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Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Joel E. W. Koh, Jen Hong Tan, Chua Kuang Chua, Sulatha V. Bhandary, Kevin Noronha, Augustinus Laude, Louis Tong:
Automated detection of age-related macular degeneration using empirical mode decomposition. Knowl. Based Syst. 89: 654-668 (2015)
[j17]
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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
[j16]
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Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Joel E. W. Koh, Vinod Chandran, Chua Kuang Chua, Jen Hong Tan, Choo Min Lim, Eddie-Yin-Kwee Ng, Kevin Noronha, Louis Tong, Augustinus Laude:
Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images. Comput. Biol. Medicine 53: 55-64 (2014)
[j15]
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Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Joel E. W. Koh, Chua Kuang Chua, Jen Hong Tan, Vinod Chandran, Choo Min Lim, Kevin Noronha, Augustinus Laude, Louis Tong:
Decision support system for age-related macular degeneration using discrete wavelet transform. Medical Biol. Eng. Comput. 52(9): 781-796 (2014)
2013
[j14]
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Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Chua Kuang Chua, Choo Min Lim, E. Y. K. Ng, Augustinus Laude:
Computer-aided diagnosis of diabetic retinopathy: A review. Comput. Biol. Medicine 43(12): 2136-2155 (2013)
[j13]
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Pradeep Chowriappa, Sumeet Dua, U. Rajendra Acharya, M. Muthu Rama Krishnan:
Ensemble selection for feature-based classification of diabetic maculopathy images. Comput. Biol. Medicine 43(12): 2156-2162 (2013)
[j12]
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U. Rajendra Acharya, Subbhuraam Vinitha Sree, M. Muthu Rama Krishnan, Krishnananda Nayak, Shetty Ranjan, Pai Umesh, Jasjit S. Suri:
Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images. Comput. Methods Programs Biomed. 112(3): 624-632 (2013)
[j11]
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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)
[j10]
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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)
[j9]
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U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Subbhuraam Vinitha Sree, David M. Afonso, João M. Sanches, Shoaib Shafique, Andrew Nicolaides, Luís Mendes Pedro, José Fernandes e Fernandes, Jasjit S. Suri:
Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment. Medical Biol. Eng. Comput. 51(5): 513-523 (2013)
[j8]
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U. Rajendra Acharya, M. Muthu Rama Krishnan, Subbhuraam Vinitha Sree, João M. Sanches, Shoaib Shafique, Andrew Nicolaides, Luís Mendes Pedro, Jasjit S. Suri:
Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation. IEEE Trans. Instrum. Meas. 62(2): 392-400 (2013)
2012
[j7]
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M. Muthu Rama Krishnan, Chandan Chakraborty, Ranjan Rashmi Paul, Ajoy Kumar Ray:
Hybrid segmentation, characterization and classification of basal cell nuclei from histopathological images of normal oral mucosa and oral submucous fibrosis. Expert Syst. Appl. 39(1): 1062-1077 (2012)
[j6]
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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)
[j5]
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M. Muthu Rama Krishnan, Pratik Shah, Chandan Chakraborty, Ajoy Kumar Ray:
Statistical Analysis of Textural Features for Improved Classification of Oral Histopathological Images. J. Medical Syst. 36(2): 865-881 (2012)
[j4]
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M. Muthu Rama Krishnan, Mousumi Pal, Ranjan Rashmi Paul, Chandan Chakraborty, Jyotirmoy Chatterjee, Ajoy Kumar Ray:
Computer Vision Approach to Morphometric Feature Analysis of Basal Cell Nuclei for Evaluating Malignant Potentiality of Oral Submucous Fibrosis. J. Medical Syst. 36(3): 1745-1756 (2012)
[j3]
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Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Choo Min Lim, Andrea Petznick, Jasjit S. Suri:
Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features. Knowl. Based Syst. 33: 73-82 (2012)
[c2]
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M. Muthu Rama Krishnan, U. Rajendra Acharya, Chua Kuang Chua, Lim Choo Min, E. Y. K. Ng, Milind M. Mushrif, Augustinus Laude:
Application of intuitionistic fuzzy histon segmentation for the automated detection of optic disc in digital fundus images. BHI 2012: 444-447
[c1]
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U. Rajendra Acharya, Vinitha Sree S, Muthu Rama Krishnan Mookiah, Luca Saba, Filippo Molinari, Shoaib Shafique, Andrew Nicolaides, Jasjit S. Suri:
Carotid far wall characterization using LBP, Laws' Texture Energy and wall variability: A novel class of Atheromatic systems. EMBC 2012: 448-451
2010
[j2]
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M. Muthu Rama Krishnan, Shuvo Banerjee, Chinmay Chakraborty, Chandan Chakraborty, Ajoy Kumar Ray:
Statistical analysis of mammographic features and its classification using support vector machine. Expert Syst. Appl. 37(1): 470-478 (2010)

2000 – 2009

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2009
[j1]
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M. Muthu Rama Krishnan, Mousumi Pal, Suneel K. Bomminayuni, Chandan Chakraborty, Ranjan Rashmi Paul, Jyotirmoy Chatterjee, Ajoy Kumar Ray:
Automated classification of cells in sub-epithelial connective tissue of oral sub-mucous fibrosis - An SVM based approach. Comput. Biol. Medicine 39(12): 1096-1104 (2009)

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