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)

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)

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)

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)

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)

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 interactive lung field segmentation scheme with automated capability. - Jen Hong Tan; U. Rajendra Acharya; Choo Min Lim; K. Thomas Abraham (Digit. Signal Process., 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)

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)

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)

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)

Active spline model: A shape based model - interactive segmentation. - Jen Hong Tan; U. Rajendra Acharya (Digit. Signal Process., 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)

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)

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)

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 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 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 (SMC, 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 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)

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 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)

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 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)

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 (IEA/AIE (1), 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)

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)

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)

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)

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)

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)

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)

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)

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 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)

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 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)

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)

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 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)

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 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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

A New Transfer Function for Volume Visualization of Aortic Stent and Its Application to Virtual Endoscopy. - Chenxi Huang 001; Yisha Lan; Guokai Zhang; Gaowei Xu; Landu Jiang; Nianyin Zeng; Jen Hong Tan; E. Y. K. Ng; Yongqiang Cheng 001; Ningzhi Han; Rongrong Ji; Yonghong Peng (ACM Trans. Multim. Comput. Commun. Appl., 2020)

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)

Pre-training of Lightweight Vision Transformers on Small Datasets with Minimally Scaled Images. - Jen Hong Tan (CoRR, 2024)

How Lightweight Can A Vision Transformer Be. - Jen Hong Tan (CoRR, 2024)

Preserving privacy in healthcare: A systematic review of deep learning approaches for synthetic data generation. - Yintong Liu; U. Rajendra Acharya; Jen Hong Tan (Comput. Methods Programs Biomed., 2025)

Thyroid nodule segmentation in ultrasound images using transformer models with masked autoencoder pre-training. - Yi Xiang; U. Rajendra Acharya; Quan Le; Jen Hong Tan; Chiaw-Ling Chng (Frontiers Artif. Intell., 2025)