Jen Hong Tan

According to our database, Jen Hong Tan authored at least 60 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

How Lightweight Can A Vision Transformer Be.

Jen Hong Tan

CoRR, 2024

Pre-training of Lightweight Vision Transformers on Small Datasets with Minimally Scaled Images.

Jen Hong Tan

CoRR, 2024

Automated anxiety detection using probabilistic binary pattern with ECG signals.

Mehmet Baygin, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Jen Hong Tan, Sonja March, Ru San Tan, Filippo Molinari, U. Rajendra Acharya

Comput. Methods Programs Biomed., 2024

2020

A New Transfer Function for Volume Visualization of Aortic Stent and Its Application to Virtual Endoscopy.

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

ACM Trans. Multim. Comput. Commun. Appl., 2020

2019

Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images.

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

Future Gener. Comput. Syst., 2019

SVR ensemble-based continuous blood pressure prediction using multi-channel photoplethysmogram.

Mark Wong Kei Fong, E. Y. K. Ng, Kenneth Er Zi Jian, Jen Hong Tan

Comput. Biol. Medicine, 2019

Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals.

U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam, Ru San Tan

Appl. Intell., 2019

2018

Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images.

U. Raghavendra, Hamido Fujita, Sulatha V. Bhandary, Anjan Gudigar, Jen Hong Tan, U. Rajendra Acharya

Inf. Sci., 2018

Computer-aided diagnosis of atrial fibrillation based on ECG Signals: A review.

Yuki Hagiwara, Hamido Fujita, Shu Lih Oh, Jen Hong Tan, Ru San Tan, Edward J. Ciaccio, U. Rajendra Acharya

Inf. Sci., 2018

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework.

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

Int. J. Fuzzy Syst., 2018

Age-related Macular Degeneration detection using deep convolutional neural network.

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

Future Gener. Comput. Syst., 2018

Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network.

U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, U. Raghavendra, Jen Hong Tan, Muhammad Adam, Arkadiusz Gertych, Yuki Hagiwara

Future Gener. Comput. Syst., 2018

Computer-aided diagnosis of glaucoma using fundus images: A review.

Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, Augustinus Laude, Edward J. Ciaccio, Louis Tong, U. Rajendra Acharya

Comput. Methods Programs Biomed., 2018

Deep learning for healthcare applications based on physiological signals: A review.

Oliver Faust, Yuki Hagiwara, Jen Hong Tan, Shu Lih Oh, U. Rajendra Acharya

Comput. Methods Programs Biomed., 2018

Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals.

Muhammad Adam, Shu Lih Oh, K. Vidya Sudarshan, Joel E. W. Koh, Yuki Hagiwara, Jen Hong Tan, Ru San Tan, U. Rajendra Acharya

Comput. Methods Programs Biomed., 2018

Automated EEG-based screening of depression using deep convolutional neural network.

U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Hojjat Adeli, Subha D. Puthankattil

Comput. Methods Programs Biomed., 2018

Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals.

Jen Hong Tan, Yuki Hagiwara, Winnie Pang, Ivy Lim, Shu Lih Oh, Muhammad Adam, Ru San Tan, Ming Chen, U. Rajendra Acharya

Comput. Biol. Medicine, 2018

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals.

U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Hojjat Adeli

Comput. Biol. Medicine, 2018

Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features.

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

Comput. Biol. Medicine, 2018

2017

Automated characterization of coronary artery disease, myocardial infarction, and congestive heart failure using contourlet and shearlet transforms of electrocardiogram signal.

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

Knowl. Based Syst., 2017

Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural network.

U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, Muhammad Adam, Jen Hong Tan, Chua Kuang Chua

Knowl. Based Syst., 2017

Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network.

Jen Hong Tan, U. Rajendra Acharya, Sulatha V. Bhandary, Kuang Chua Chua, Sobha Sivaprasad

J. Comput. Sci., 2017

Automated screening tool for dry and wet age-related macular degeneration (ARMD) using pyramid of histogram of oriented gradients (PHOG) and nonlinear features.

U. Rajendra Acharya, Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, U. Raghavendra

J. Comput. Sci., 2017

Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network.

Jen Hong Tan, Hamido Fujita, Sobha Sivaprasad, Sulatha V. Bhandary, A. Krishna Rao, Kuang Chua Chua, U. Rajendra Acharya

Inf. Sci., 2017

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals.

U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam

Inf. Sci., 2017

Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network.

U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam

Inf. Sci., 2017

Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study.

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

Inf. Sci., 2017

Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signals.

K. Vidya Sudarshan, U. Rajendra Acharya, Shu Lih Oh, Muhammad Adam, Jen Hong Tan, Chua Kuang Chua, Chua Kok Poo, Ru San Tan

Comput. Biol. Medicine, 2017

Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies.

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

Comput. Biol. Medicine, 2017

Computer aided diagnosis of diabetic foot using infrared thermography: A review.

Muhammad Adam, Kwan Hoong Ng, Jen Hong Tan, Marabelle L. Heng, Jasper Tong, U. Rajendra Acharya

Comput. Biol. Medicine, 2017

A deep convolutional neural network model to classify heartbeats.

U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam, Arkadiusz Gertych, Ru San Tan

Comput. Biol. Medicine, 2017

Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques.

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

Comput. Biol. Medicine, 2017

Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index.

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

Comput. Biol. Medicine, 2017

Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals.

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

Biomed. Signal Process. Control., 2017

Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm.

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

Biomed. Signal Process. Control., 2017

Characterization of Cardiovascular Diseases Using Wavelet Packet Decomposition and Nonlinear Measures of Electrocardiogram Signal.

Hamido Fujita, K. Vidya Sudarshan, Muhammad Adam, Shu Lih Oh, Jen Hong Tan, Yuki Hagiwara, Kuang Chua Chua, Chua Kok Poo, U. Rajendra Acharya

Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

2016

Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads.

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

Knowl. Based Syst., 2016

An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images.

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

Inf. Fusion, 2016

Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images.

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

Comput. Biol. Medicine, 2016

Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features.

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

Comput. Biol. Medicine, 2016

Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index.

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

Comput. Biol. Medicine, 2016

Application of Gabor wavelet and Locality Sensitive Discriminant Analysis for automated identification of breast cancer using digitized mammogram images.

U. Raghavendra, U. Rajendra Acharya, Hamido Fujita, Anjan Gudigar, Jen Hong Tan, Shreesha Chokkadi

Appl. Soft Comput., 2016

Automated characterization of arrhythmias using nonlinear features from tachycardia ECG beats.

U. Rajendra Acharya, Hamido Fujita, Muhammad Adam, Shu Lih Oh, Jen Hong Tan, K. Vidya Sudarshan, Joel E. W. Koh

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015

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

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

Medical Biol. Eng. Comput., 2015

Automated detection of age-related macular degeneration using empirical mode decomposition.

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

Knowl. Based Syst., 2015

Application of different imaging modalities for diagnosis of Diabetic Macular Edema: A review.

Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Jen Hong Tan, Chua Kuang Chua, Sulatha V. Bhandary, Augustinus Laude, Louis Tong

Comput. Biol. Medicine, 2015

Local configuration pattern features for age-related macular degeneration characterization and classification.

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

Comput. Biol. Medicine, 2015

2014

Decision support system for age-related macular degeneration using discrete wavelet transform.

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

Medical Biol. Eng. Comput., 2014

Active spline model: A shape based model - interactive segmentation.

Jen Hong Tan, U. Rajendra Acharya

Digit. Signal Process., 2014

Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images.

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

Comput. Biol. Medicine, 2014

Computer aided diagnosis of atrial arrhythmia using dimensionality reduction methods on transform domain representation.

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

Biomed. Signal Process. Control., 2014

2013

Application of Intrinsic Time-Scale Decomposition (ITD) to EEG signals for Automated seizure Prediction.

Roshan Joy Martis, U. Rajendra Acharya, Jen Hong Tan, Andrea Petznick, Louis Tong, Chua Kuang Chua, Eddie-Yin-Kwee Ng

Int. J. Neural Syst., 2013

Automated Diagnosis of epilepsy using CWT, HOS and Texture parameters.

U. Rajendra Acharya, Ratna Yanti, Jia Wei Zheng, M. Muthu Rama Krishnan, Jen Hong Tan, Roshan Joy Martis, Choo Min Lim

Int. J. Neural Syst., 2013

An interactive lung field segmentation scheme with automated capability.

Jen Hong Tan, U. Rajendra Acharya, Choo Min Lim, K. Thomas Abraham

Digit. Signal Process., 2013

2012

Computer-Assisted Diagnosis of Tuberculosis: A First Order Statistical Approach to Chest Radiograph.

Jen Hong Tan, U. Rajendra Acharya, Collin Tan, K. Thomas Abraham, Choo Min Lim

J. Medical Syst., 2012

An Integrated Index for the Identification of Diabetic Retinopathy Stages Using Texture Parameters.

U. Rajendra Acharya, E. Y. K. Ng, Jen Hong Tan, Subbhuraam Vinitha Sree, Kwan Hoong Ng

J. Medical Syst., 2012

Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine.

U. Rajendra Acharya, E. Y. K. Ng, Jen Hong Tan, Subbhuraam Vinitha Sree

J. Medical Syst., 2012

Application of Empirical Mode Decomposition (EMD) for Automated Detection of epilepsy using EEG signals.

Roshan Joy Martis, U. Rajendra Acharya, Jen Hong Tan, Andrea Petznick, Ratna Yanti, Chua Kuang Chua, E. Y. K. Ng, Louis Tong

Int. J. Neural Syst., 2012

2011

An Efficient Automated Algorithm to Detect Ocular Surface Temperature on Sequence of Thermograms Using Snake and Target Tracing Function.

Jen Hong Tan, E. Y. K. Ng, U. Rajendra Acharya

J. Medical Syst., 2011

2010

Automated study of ocular thermal images: Comprehensive analysis of corneal health with different age group subjects and validation.

Jen Hong Tan, E. Y. K. Ng, U. Rajendra Acharya, Caroline Chee

Digit. Signal Process., 2010