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Viewing Publication 1 - 30 from 30

2017

Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signalsU. Rajendra Acharya, Hamido Fujita, K. Sudarshan Vidya, Shu Lih Oh, Muhammad Adam, Joel E. W. Koh, Jen-Hong Tan, Chua Kuang Chua, Chua Kok Poo, Ru San Tan. nca, 28(10):3073-3094, 2017. [doi]

Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural networkU. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, Muhammad Adam, Jen-Hong Tan, Chua Kuang Chua. kbs, 132:62-71, 2017. [doi]

Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signalsU. 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. bspc, 31:31-43, 2017. [doi]

Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy indexU. 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. cbm, 84:59-68, 2017. [doi]

Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative studyU. Rajendra Acharya, Hamido Fujita, Muhammad Adam, Shu Lih Oh, K. Vidya Sudarshan, Jen-Hong Tan, Joel E. W. Koh, Yuki Hagiwara, Chua Kuang Chua, Chua Kok Poo, Ru San Tan. isci, 377:17-29, 2017. [doi]

Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signalsK. Vidya Sudarshan, U. Rajendra Acharya, Shu Lih Oh, Muhammad Adam, Jen-Hong Tan, Chua Kuang Chua, Chua Kok Poo, Ru San Tan. cbm, 83:48-58, 2017. [doi]

2016

Novel risk index for the identification of age-related macular degeneration using radon transform and DWT featuresU. 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. cbm, 73:131-140, 2016. [doi]

An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound imagesU. 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. inffus, 31:43-53, 2016. [doi]

Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leadsU. 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. kbs, 99:146-156, 2016. [doi]

Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated indexU. 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. cbm, 75:54-62, 2016. [doi]

2015

Application of higher-order spectra for automated grading of diabetic maculopathyMuthu 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. mbec, 53(12):1319-1331, 2015. [doi]

Automated detection of age-related macular degeneration using empirical mode decompositionMuthu 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. kbs, 89:654-668, 2015. [doi]

Application of different imaging modalities for diagnosis of Diabetic Macular Edema: A reviewMuthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Jen-Hong Tan, Chua Kuang Chua, Sulatha V. Bhandary, Augustinus Laude, Louis Tong. cbm, 66:295-315, 2015. [doi]

Local configuration pattern features for age-related macular degeneration characterization and classificationMuthu 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. cbm, 63:208-218, 2015. [doi]

2014

Higher order spectra analysis of breast thermograms for the automated identification of breast cancerU. Rajendra Acharya, E. Y. K. Ng, Subbhuraam Vinitha Sree, Chua Kuang Chua, Subhagata Chattopadhyay. es, 31(1):37-47, 2014. [doi]

One-Class Classification of Mammograms Using Trace Transform FunctionalsKarthikeyan Ganesan, U. Rajendra Acharya, Chua Kuang Chua, Choo Min Lim, K. Thomas Abraham. tim, 63(2):304-311, 2014. [doi]

Computer-aided diabetic retinopathy detection using trace transforms on digital fundus imagesKarthikeyan Ganesan, Roshan Joy Martis, U. Rajendra Acharya, Chua Kuang Chua, Lim Choo Min, E. Y. K. Ng, Augustinus Laude. mbec, 52(8):663-672, 2014. [doi]

Decision support system for age-related macular degeneration using discrete wavelet transformMuthu 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. mbec, 52(9):781-796, 2014. [doi]

Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus imagesMuthu 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. cbm, 53:55-64, 2014. [doi]

2013

Application of Intrinsic Time-Scale Decomposition (ITD) to EEG signals for Automated seizure PredictionRoshan Joy Martis, U. Rajendra Acharya, Jen-Hong Tan, Andrea Petznick, Louis Tong, Chua Kuang Chua, Eddie-Yin-Kwee Ng. IJNS, 23(5), 2013. [doi]

Application of higher order statistics for atrial arrhythmia classificationRoshan Joy Martis, U. Rajendra Acharya, Hari Prasad, Chua Kuang Chua, Choo Min Lim, Jasjit S. Suri. bspc, 8(6):888-900, 2013. [doi]

Automated detection of atrial fibrillation using Bayesian paradigmRoshan Joy Martis, U. Rajendra Acharya, Hari Prasad, Chua Kuang Chua, Choo Min Lim. kbs, 54:269-275, 2013. [doi]

Computer-aided diagnosis of diabetic retinopathy: A reviewMuthu Rama Krishnan Mookiah, U. Rajendra Acharya, Chua Kuang Chua, Choo Min Lim, E. Y. K. Ng, Augustinus Laude. cbm, 43(12):2136-2155, 2013. [doi]

Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approachMuthu Rama Krishnan Mookiah, U. Rajendra Acharya, Roshan Joy Martis, Chua Kuang Chua, Choo Min Lim, E. Y. K. Ng, Augustinus Laude. kbs, 39:9-22, 2013. [doi]

2012

Computer-Based Identification of Type 2 Diabetic Subjects with and Without Neuropathy Using Dynamic Planter Pressure and Principal Component AnalysisU. Rajendra Acharya, Jasper Tong, Subbhuraam Vinitha Sree, Chua Kuang Chua, Peck Ha Tan, Dhanjoo N. Ghista, Subhagata Chattopadhyay, Kwan-Hoong Ng, Jasjit S. Suri. jms, 36(4):2483-2491, 2012. [doi]

Classification of Epilepsy Using High-Order Spectra Features and Principle Component AnalysisXian Du, Sumeet Dua, U. Rajendra Acharya, Chua Kuang Chua. jms, 36(3):1731-1743, 2012. [doi]

Application of intuitionistic fuzzy histon segmentation for the automated detection of optic disc in digital fundus imagesM. Muthu Rama Krishnan, U. Rajendra Acharya, Chua Kuang Chua, Lim Choo Min, E. Y. K. Ng, Milind M. Mushrif, Augustinus Laude. bhi 2012: 444-447 [doi]

Application of Empirical Mode Decomposition (EMD) for Automated Detection of epilepsy using EEG signalsRoshan Joy Martis, U. Rajendra Acharya, Jen-Hong Tan, Andrea Petznick, Ratna Yanti, Chua Kuang Chua, E. Y. K. Ng, Louis Tong. IJNS, 22(6), 2012. [doi]

2011

Automated Diagnosis of Glaucoma Using Texture and Higher Order Spectra FeaturesU. Rajendra Acharya, Sumeet Dua, Xian Du, Subbhuraam Vinitha Sree, Chua Kuang Chua. titb, 15(3):449-455, 2011. [doi]

2008

Application of Higher Order Spectra for the Identification of Diabetes Retinopathy StagesU. Rajendra Acharya, Chua Kuang Chua, E. Y. K. Ng, Wenwei Yu, Caroline Chee. jms, 32(6):481-488, 2008. [doi]

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