Publications by authors named "Jen Hong Tan"

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Performance of Retrieval-Augmented Generation Large Language Models in Guideline-Concordant Prostate-Specific Antigen Testing: Comparative Study With Junior Clinicians.
Joshua Yi Min Tung, Quan Le, Jinxuan Yao, Yifei Huang, Daniel Yan Zheng Lim, Yu Guang Tan, Jen Hong Tan

J Med Internet Res· November 2025

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A Multimodal Large Language Model as an End-to-End Classifier of Thyroid Nodule Malignancy Risk: Usability Study.
Gerald Gui Ren Sng, Yi Xiang, Daniel Yan Zheng Lim, Joshua Yi Min Tung, Jen Hong Tan

JMIR Form Res· August 2025

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Thyroid nodule segmentation in ultrasound images using transformer models with masked autoencoder pre-training.
Yi Xiang, Rajendra Acharya, Quan Le, Jen Hong Tan, Chiaw-Ling Chng

Front Artif Intell· July 2025

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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· March 2025

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Vision-language large learning model, GPT4V, accurately classifies the Boston Bowel Preparation Scale score.
Daniel Yan Zheng Lim, Yu Bin Tan, Jonas Ren Yi Ho, Sushmitha Carkarine, Tian Wei Valerie Chew, Jen Hong Tan, Ting Fang Tan, Chee Kiat Tan, Damien Tan

BMJ Open Gastroenterol· March 2025

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Machine Learning-Based Prediction for High Health Care Utilizers by Using a Multi-Institutional Diabetes Registry: Model Training and Evaluation.
Joshua Kuan Tan, Le Quan, Nur Nasyitah Mohamed Salim, Jen Hong Tan, Su-Yen Goh

JMIR AI· October 2024

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An Investigation of Deep Learning Models for EEG-Based Emotion Recognition.
Yaqing Zhang, Jinling Chen, Jen Hong Tan, Yuxuan Chen, Yunyi Chen

Front Neurosci· December 2020

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Computer-aided diagnosis of glaucoma using fundus images: A review.
Yuki Hagiwara, Joel En Wei Koh, Jen Hong Tan, Sulatha V Bhandary, Augustinus Laude

Comput Methods Programs Biomed· October 2018

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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 Med· September 2018

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Automated EEG-based screening of depression using deep convolutional neural network.
U Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Hojjat Adeli

Comput Methods Programs Biomed· July 2018

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Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals.
Muhammad Adam, Shu Lih Oh, Vidya K Sudarshan, Joel Ew Koh, Yuki Hagiwara, Jen Hong Tan, Ru San Tan

Comput Methods Programs Biomed· July 2018

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Acupuncture and herbal formulation compared with artificial tears alone: evaluation of dry eye symptoms and associated tests in randomised clinical trial.
Louis Tong, Hla Myint Htoon, Aihua Hou, Rajendra Udyavara Acharya, Jen-Hong Tan

BMJ Open Ophthalmol· June 2018

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Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features.
U Rajendra Acharya, Joel En Wei Koh, Yuki Hagiwara, Jen Hong Tan, Arkadiusz Gertych

Comput Biol Med· March 2018

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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, Ru San Tan

Comput Biol Med· March 2018

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Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques.
U Rajendra Acharya, Wei Lin Ng, Kartini Rahmat, Vidya K Sudarshan, Joel E W Koh, Jen Hong Tan

Comput Biol Med· December 2017

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Computer aided diagnosis of diabetic foot using infrared thermography: A review.
Muhammad Adam, Eddie Y K Ng, Jen Hong Tan, Marabelle L Heng, Jasper W K Tong

Comput Biol Med· December 2017

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A deep convolutional neural network model to classify heartbeats.
U Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam, Ru San Tan

Comput Biol Med· October 2017

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Fusion of spatial gray level dependency and fractal texture features for the characterization of thyroid lesions.
U Raghavendra, U Rajendra Acharya, Anjan Gudigar, Jen Hong Tan, Hamido Fujita

Ultrasonics· May 2017

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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

Comput Biol Med· May 2017

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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

Comput Biol Med· May 2017

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Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2s of ECG signals.
Vidya K Sudarshan, U Rajendra Acharya, Shu Lih Oh, Muhammad Adam, Jen Hong Tan, Ru San Tan

Comput Biol Med· April 2017

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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 Ew Koh, Tan Jen Hong

Comput Biol Med· December 2016

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Clinical Trial of Thermal Pulsation (LipiFlow) in Meibomian Gland Dysfunction With Preteatment Meibography.
Yang Zhao, Anuradha Veerappan, Sharon Yeo, David M Rooney, Rajendra U Acharya, Jen Hong Tan

Eye Contact Lens· November 2016

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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

Comput Biol Med· August 2016

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Automated extraction of retinal vasculature.
Jen Hong Tan, U Rajendra Acharya, Kuang Chua Chua, Calvin Cheng, Augustinus Laude

Med Phys· May 2016

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