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2020 – today
- 2024
- [j56]Mehmet Baygin, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Jen Hong Tan
, Sonja March
, Ru San Tan
, Filippo Molinari
, U. Rajendra Acharya:
Automated anxiety detection using probabilistic binary pattern with ECG signals. Comput. Methods Programs Biomed. 247: 108076 (2024) - [i3]Jen Hong Tan:
Pre-training of Lightweight Vision Transformers on Small Datasets with Minimally Scaled Images. CoRR abs/2402.03752 (2024) - 2020
- [j55]Chenxi Huang
, Yisha Lan, Guokai Zhang, Gaowei Xu, Landu Jiang, Nianyin Zeng
, Jen Hong Tan, E. Y. K. Ng, Yongqiang Cheng, Ningzhi Han, Rongrong Ji, Yonghong Peng:
A New Transfer Function for Volume Visualization of Aortic Stent and Its Application to Virtual Endoscopy. ACM Trans. Multim. Comput. Commun. Appl. 16(2s): 65:1-65:14 (2020)
2010 – 2019
- 2019
- [j54]U. Rajendra Acharya
, Hamido Fujita
, Shu Lih Oh, Yuki Hagiwara
, Jen Hong Tan
, Muhammad Adam, Ru San Tan
:
Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals. Appl. Intell. 49(1): 16-27 (2019) - [j53]Mark Wong Kei Fong
, E. Y. K. Ng
, Kenneth Er Zi Jian, Jen Hong Tan
:
SVR ensemble-based continuous blood pressure prediction using multi-channel photoplethysmogram. Comput. Biol. Medicine 113 (2019) - [j52]Joel E. W. Koh, Yuki Hagiwara
, Shu Lih Oh
, Jen Hong Tan
, Edward J. Ciaccio, Peter H. R. Green, Suzanne K. Lewis, U. Rajendra Acharya
:
Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images. Future Gener. Comput. Syst. 90: 86-93 (2019) - 2018
- [j51]U. Rajendra Acharya
, Joel E. W. Koh, Yuki Hagiwara
, Jen Hong Tan
, Arkadiusz Gertych
, Anushya Vijayananthan, Nur Adura Yaakup, Basri Johan Jeet Abdullah, Mohd Kamil Bin Mohd Fabell, Chai Hong Yeong
:
Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features. Comput. Biol. Medicine 94: 11-18 (2018) - [j50]Jen Hong Tan
, Yuki Hagiwara
, Winnie Pang, Ivy Lim, Shu Lih Oh, Muhammad Adam, Ru San Tan
, Ming Chen, U. Rajendra Acharya
:
Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals. Comput. Biol. Medicine 94: 19-26 (2018) - [j49]U. Rajendra Acharya
, Shu Lih Oh, Yuki Hagiwara
, Jen Hong Tan
, Hojjat Adeli:
Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals. Comput. Biol. Medicine 100: 270-278 (2018) - [j48]Oliver Faust
, Yuki Hagiwara
, Jen Hong Tan
, Shu Lih Oh, U. Rajendra Acharya
:
Deep learning for healthcare applications based on physiological signals: A review. Comput. Methods Programs Biomed. 161: 1-13 (2018) - [j47]U. Rajendra Acharya
, Shu Lih Oh, Yuki Hagiwara
, Jen Hong Tan
, Hojjat Adeli
, Subha D. Puthankattil:
Automated EEG-based screening of depression using deep convolutional neural network. Comput. Methods Programs Biomed. 161: 103-113 (2018) - [j46]Muhammad Adam, Shu Lih Oh, K. Vidya Sudarshan, Joel E. W. Koh, Yuki Hagiwara
, Jen Hong Tan
, Ru San Tan
, U. Rajendra Acharya
:
Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals. Comput. Methods Programs Biomed. 161: 133-143 (2018) - [j45]Yuki Hagiwara
, Joel E. W. Koh, Jen Hong Tan
, Sulatha V. Bhandary
, Augustinus Laude, Edward J. Ciaccio, Louis Tong, U. Rajendra Acharya
:
Computer-aided diagnosis of glaucoma using fundus images: A review. Comput. Methods Programs Biomed. 165: 1-12 (2018) - [j44]U. Rajendra Acharya
, Hamido Fujita
, Shu Lih Oh, U. Raghavendra, Jen Hong Tan
, Muhammad Adam, Arkadiusz Gertych
, Yuki Hagiwara
:
Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network. Future Gener. Comput. Syst. 79: 952-959 (2018) - [j43]Jen Hong Tan
, Sulatha V. Bhandary
, Sobha Sivaprasad
, Yuki Hagiwara
, Akanksha Bagchi, U. Raghavendra, A. Krishna Rao, Biju Raju, Nitin Shridhara Shetty, Arkadiusz Gertych
, Kuang Chua Chua, U. Rajendra Acharya
:
Age-related Macular Degeneration detection using deep convolutional neural network. Future Gener. Comput. Syst. 87: 127-135 (2018) - [j42]U. Rajendra Acharya
, Ayesha Akter, Pradeep Chowriappa, Sumeet Dua, U. Raghavendra, Joel E. W. Koh, Jen Hong Tan
, Sook Sam Leong
, Anushya Vijayananthan, Yuki Hagiwara
, Marlina Tanty Ramli, Kwan Hoong Ng:
Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework. Int. J. Fuzzy Syst. 20(4): 1385-1402 (2018) - [j41]U. Raghavendra, Hamido Fujita
, Sulatha V. Bhandary
, Anjan Gudigar, Jen Hong Tan
, U. Rajendra Acharya
:
Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images. Inf. Sci. 441: 41-49 (2018) - [j40]Yuki Hagiwara
, Hamido Fujita
, Shu Lih Oh, Jen Hong Tan
, Ru San Tan
, Edward J. Ciaccio, U. Rajendra Acharya
:
Computer-aided diagnosis of atrial fibrillation based on ECG Signals: A review. Inf. Sci. 467: 99-114 (2018) - 2017
- [j39]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) - [j38]U. Rajendra Acharya
, Wei Lin Ng, Kartini Rahmat
, K. Vidya Sudarshan, Joel E. W. Koh, Jen Hong Tan
, Yuki Hagiwara
, Chai Hong Yeong
, Kwan Hoong Ng:
Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm. Biomed. Signal Process. Control. 33: 400-410 (2017) - [j37]K. Vidya Sudarshan, U. Rajendra Acharya
, Shu Lih Oh
, Muhammad Adam, Jen Hong Tan
, Chua Kuang Chua, Chua Kok Poo, Ru San Tan
:
Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signals. Comput. Biol. Medicine 83: 48-58 (2017) - [j36]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) - [j35]Joel E. W. Koh, U. Rajendra Acharya
, Yuki Hagiwara
, U. Raghavendra, Jen Hong Tan
, Subbhuraam Vinitha Sree, Sulatha V. Bhandary
, A. Krishna Rao, Sobha Sivaprasad
, Kuang Chua Chua, Augustinus Laude, Louis Tong:
Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies. Comput. Biol. Medicine 84: 89-97 (2017) - [j34]U. Rajendra Acharya
, Shu Lih Oh, Yuki Hagiwara
, Jen Hong Tan
, Muhammad Adam, Arkadiusz Gertych
, Ru San Tan
:
A deep convolutional neural network model to classify heartbeats. Comput. Biol. Medicine 89: 389-396 (2017) - [j33]U. Rajendra Acharya
, Wei Lin Ng, Kartini Rahmat
, K. Vidya Sudarshan, Joel E. W. Koh, Jen Hong Tan
, Yuki Hagiwara
, Arkadiusz Gertych
, Farhana Fadzli, Chai Hong Yeong
, Kwan Hoong Ng:
Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques. Comput. Biol. Medicine 91: 13-20 (2017) - [j32]Muhammad Adam, Kwan Hoong Ng, Jen Hong Tan
, Marabelle L. Heng, Jasper Tong, U. Rajendra Acharya
:
Computer aided diagnosis of diabetic foot using infrared thermography: A review. Comput. Biol. Medicine 91: 326-336 (2017) - [j31]U. 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
:
Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study. Inf. Sci. 377: 17-29 (2017) - [j30]U. Rajendra Acharya
, Hamido Fujita
, Shu Lih Oh, Yuki Hagiwara
, Jen Hong Tan
, Muhammad Adam:
Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network. Inf. Sci. 405: 81-90 (2017) - [j29]U. Rajendra Acharya
, Hamido Fujita
, Shu Lih Oh
, Yuki Hagiwara
, Jen Hong Tan
, Muhammad Adam:
Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals. Inf. Sci. 415: 190-198 (2017) - [j28]Jen Hong Tan
, Hamido Fujita
, Sobha Sivaprasad
, Sulatha V. Bhandary
, A. Krishna Rao, Kuang Chua Chua, U. Rajendra Acharya
:
Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network. Inf. Sci. 420: 66-76 (2017) - [j27]U. Rajendra Acharya
, Yuki Hagiwara
, Joel E. W. Koh, Jen Hong Tan
, Sulatha V. Bhandary
, A. Krishna Rao, U. Raghavendra:
Automated screening tool for dry and wet age-related macular degeneration (ARMD) using pyramid of histogram of oriented gradients (PHOG) and nonlinear features. J. Comput. Sci. 20: 41-51 (2017) - [j26]Jen Hong Tan
, U. Rajendra Acharya
, Sulatha V. Bhandary
, Kuang Chua Chua, Sobha Sivaprasad
:
Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network. J. Comput. Sci. 20: 70-79 (2017) - [j25]U. Rajendra Acharya
, Hamido Fujita
, Shu Lih Oh, Muhammad Adam, Jen Hong Tan
, Chua Kuang Chua:
Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural network. Knowl. Based Syst. 132: 62-71 (2017) - [j24]U. Rajendra Acharya
, Hamido Fujita
, K. Vidya Sudarshan, Shu Lih Oh
, Muhammad Adam, Jen Hong Tan
, Jie Hui Koo, Arihant Jain, Choo Min Lim, Kuang Chua Chua:
Automated characterization of coronary artery disease, myocardial infarction, and congestive heart failure using contourlet and shearlet transforms of electrocardiogram signal. Knowl. Based Syst. 132: 156-166 (2017) - [c2]Hamido Fujita
, K. Vidya Sudarshan, Muhammad Adam, Shu Lih Oh
, Jen Hong Tan
, Yuki Hagiwara
, Kuang Chua Chua, Chua Kok Poo, U. Rajendra Acharya
:
Characterization of Cardiovascular Diseases Using Wavelet Packet Decomposition and Nonlinear Measures of Electrocardiogram Signal. IEA/AIE (1) 2017: 259-266 - [i2]Jen Hong Tan, U. Rajendra Acharya, Sulatha V. Bhandary, Kuang Chua Chua, Sobha Sivaprasad:
Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network. CoRR abs/1702.00509 (2017) - 2016
- [j23]U. Raghavendra
, U. Rajendra Acharya
, Hamido Fujita
, Anjan Gudigar
, Jen Hong Tan
, Shreesha Chokkadi
:
Application of Gabor wavelet and Locality Sensitive Discriminant Analysis for automated identification of breast cancer using digitized mammogram images. Appl. Soft Comput. 46: 151-161 (2016) - [j22]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) - [j21]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) - [j20]U. Rajendra Acharya
, U. Raghavendra
, Hamido Fujita
, Yuki Hagiwara
, Joel E. W. Koh, Jen Hong Tan, K. Vidya Sudarshan, Anushya Vijayananthan, Chai Hong Yeong
, Anjan Gudigar
, Kwan Hoong Ng:
Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images. Comput. Biol. Medicine 79: 250-258 (2016) - [j19]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) - [j18]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) - [c1]U. Rajendra Acharya
, Hamido Fujita
, Muhammad Adam, Shu Lih Oh, Jen Hong Tan
, K. Vidya Sudarshan, Joel E. W. Koh:
Automated characterization of arrhythmias using nonlinear features from tachycardia ECG beats. SMC 2016: 533-538 - 2015
- [j17]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) - [j16]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) - [j15]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) - [j14]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
- [j13]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) - [j12]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) - [j11]Jen Hong Tan
, U. Rajendra Acharya
:
Active spline model: A shape based model - interactive segmentation. Digit. Signal Process. 35: 64-74 (2014) - [j10]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) - [i1]Jen Hong Tan, U. Rajendra Acharya:
Active spline model: A shape based model-interactive segmentation. CoRR abs/1402.6387 (2014) - 2013
- [j9]Jen Hong Tan
, U. Rajendra Acharya
, Choo Min Lim, K. Thomas Abraham:
An interactive lung field segmentation scheme with automated capability. Digit. Signal Process. 23(3): 1022-1031 (2013) - [j8]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) - [j7]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) - 2012
- [j6]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) - [j5]U. Rajendra Acharya
, E. Y. K. Ng
, Jen Hong Tan
, Subbhuraam Vinitha Sree
:
Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine. J. Medical Syst. 36(3): 1503-1510 (2012) - [j4]U. Rajendra Acharya
, E. Y. K. Ng
, Jen Hong Tan
, Subbhuraam Vinitha Sree
, Kwan Hoong Ng:
An Integrated Index for the Identification of Diabetic Retinopathy Stages Using Texture Parameters. J. Medical Syst. 36(3): 2011-2020 (2012) - [j3]Jen Hong Tan
, U. Rajendra Acharya
, Collin Tan, K. Thomas Abraham, Choo Min Lim:
Computer-Assisted Diagnosis of Tuberculosis: A First Order Statistical Approach to Chest Radiograph. J. Medical Syst. 36(5): 2751-2759 (2012) - 2011
- [j2]Jen Hong Tan
, E. Y. K. Ng
, U. Rajendra Acharya
:
An Efficient Automated Algorithm to Detect Ocular Surface Temperature on Sequence of Thermograms Using Snake and Target Tracing Function. J. Medical Syst. 35(5): 949-958 (2011) - 2010
- [j1]Jen Hong Tan
, E. Y. K. Ng
, U. Rajendra Acharya
, Caroline Chee:
Automated study of ocular thermal images: Comprehensive analysis of corneal health with different age group subjects and validation. Digit. Signal Process. 20(6): 1579-1591 (2010)
Coauthor Index
aka: Kuang Chua Chua
aka: M. Muthu Rama Krishnan
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