Shu Lih Oh

According to our database, Shu Lih Oh authored at least 55 papers between 2016 and 2023.

Collaborative distances:

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

2023

Deep neural network technique for automated detection of ADHD and CD using ECG signal.

Hui Wen Loh, Chui Ping Ooi, Shu Lih Oh, Prabal Datta Barua, Yi Ren Tan, Filippo Molinari, Sonja March, U. Rajendra Acharya, Daniel Shuen Sheng Fung

Comput. Methods Programs Biomed., November, 2023

EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population.

Shu Lih Oh, V. Jahmunah, Elizabeth Emma Palmer, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Salvador García, Filippo Molinari, U. Rajendra Acharya

Comput. Biol. Medicine, September, 2023

Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals.

Prabal Datta Barua, Emrah Aydemir, Sengul Dogan, Mehmet Ali Kobat, Fahrettin Burak Demir, Mehmet Baygin, Turker Tuncer, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya

Int. J. Mach. Learn. Cybern., May, 2023

Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images.

Oliver Faust, Simona De Michele, Joel E. W. Koh, V. Jahmunah, Shu Lih Oh, Aditya P. Kamath, Prabal Datta Barua, Edward J. Ciaccio, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat, U. Rajendra Acharya

Comput. Methods Programs Biomed., March, 2023

Uncertainty quantification in DenseNet model using myocardial infarction ECG signals.

V. Jahmunah, E. Y. K. Ng, Ru San Tan, Shu Lih Oh, U. Rajendra Acharya

Comput. Methods Programs Biomed., February, 2023

Automated warfarin dose prediction for Asian, American, and Caucasian populations using a deep neural network.

V. Jahmunah, Sylvia Chen, Shu Lih Oh, U. Rajendra Acharya, Balram Chowbay

Comput. Biol. Medicine, February, 2023

Deep Image Analysis for Microalgae Identification.

Jeffrey Soar, Shu Lih Oh, Hui Wen Loh, Aletha Ward, Ekta Sharma, Ravinesh C. Deo, Prabal Datta Barua, Ru San Tan, Eliezer Rinen, U. Rajendra Acharya

Proceedings of the Information Integration and Web Intelligence, 2023

2022

Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals.

Joel E. W. Koh, Ooi Chui Ping, Nikki S. J. Lim-Ashworth, Jahmunah Vicnesh, Hui Tian Tor, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya, Daniel Shuen Sheng Fung

Comput. Biol. Medicine, 2022

Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals.

V. Jahmunah, E. Y. K. Ng, Ru San Tan, Shu Lih Oh, U. Rajendra Acharya

Comput. Biol. Medicine, 2022

2021

Accurate detection of myocardial infarction using non linear features with ECG signals.

Chaitra Sridhar, Shu Lih Oh, V. Jahmunah, Joel E. W. Koh, Edward J. Ciaccio, Ru San Tan, Arunkumar N., Seifedine Nimer Kadry, U. Rajendra Acharya

J. Ambient Intell. Humaniz. Comput., 2021

A novel machine learning framework for automated detection of arrhythmias in ECG segments.

The-Hanh Pham, Subbhuraam Vinitha Sree, John Mapes, Sumeet Dua, Shu Lih Oh, Joel E. W. Koh, Edward J. Ciaccio, U. Rajendra Acharya

J. Ambient Intell. Humaniz. Comput., 2021

Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science.

Jahmunah Vicnesh, K. Vidya Sudarshan, Shu Lih Oh, Raj Gururajan, Rashmi Gururajan, Xujuan Zhou, Xiaohui Tao, Oliver Faust, Edward J. Ciaccio, Kwan Hoong Ng, U. Rajendra Acharya

Int. J. Imaging Syst. Technol., 2021

Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach.

Joel Koh En Wei, Simona De Michele, K. Vidya Sudarshan, V. Jahmunah, Edward J. Ciaccio, Ooi Chui Ping, Raj Gururajan, Rashmi Gururajan, Shu Lih Oh, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat, U. Rajendra Acharya

Comput. Methods Programs Biomed., 2021

Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals.

Hui Tian Tor, Ooi Chui Ping, Nikki S. J. Lim-Ashworth, Joel Koh En Wei, V. Jahmunah, Shu Lih Oh, U. Rajendra Acharya, Daniel Shuen Sheng Fung

Comput. Methods Programs Biomed., 2021

Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images.

Yam Meng Chan, E. Y. K. Ng, V. Jahmunah, Joel E. W. Koh, Shu Lih Oh, Wei Shan Han, Leonard W. L. Yip, U. Rajendra Acharya

Biomed. Signal Process. Control., 2021

2020

Automated detection of Alzheimer's disease using bi-directional empirical model decomposition.

Joel Koh En Wei, Jahmunah Vicnesh, The-Hanh Pham, Shu Lih Oh, Edward J. Ciaccio, U. Rajendra Acharya, Chai Hong Yeong, Mohd Kamil Bin Mohd Fabell, Kartini Rahmat, Anushya Vijayananthan, Norlisah Ramli

Pattern Recognit. Lett., 2020

An adaptive feature extraction model for classification of thyroid lesions in ultrasound images.

Hatwib Mugasa, Sumeet Dua, Joel E. W. Koh, Yuki Hagiwara, Shu Lih Oh, Chakri Madla, Pailin Kongmebhol, Kwan Hoong Ng, U. Rajendra Acharya

Pattern Recognit. Lett., 2020

A deep learning approach for Parkinson's disease diagnosis from EEG signals.

Shu Lih Oh, Yuki Hagiwara, U. Raghavendra, Yuvaraj Rajamanickam, Arunkumar N., M. Murugappan, U. Rajendra Acharya

Neural Comput. Appl., 2020

Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images.

U. Rajendra Acharya, Kristen M. Meiburger, Joel Koh En Wei, Yuki Hagiwara, Shu Lih Oh, Sook Sam Leong, Edward J. Ciaccio, Jeannie Hsiu Ding Wong, Mohammad Nazri Md Shah, Filippo Molinari, Kwan Hoong Ng

Neural Comput. Appl., 2020

Classification of heart sound signals using a novel deep WaveNet model.

Shu Lih Oh, Jahmunah Vicnesh, Ooi Chui Ping, Ru San Tan, Edward J. Ciaccio, Toshitaka Yamakawa, Masayuki Tanabe, Makiko Kobayashi, U. Rajendra Acharya

Comput. Methods Programs Biomed., 2020

Corrigendum to 'Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation' Computer Methods and Programs in Biomedicine 175 (2019) 163-178.

U. Rajendra Acharya, Oliver Faust, Edward J. Ciaccio, Joel Koh En Wei, Shu Lih Oh, Ru San Tan, Hasan Garan

Comput. Methods Programs Biomed., 2020

A computational intelligence tool for the detection of hypertension using empirical mode decomposition.

Desmond Chuang Kiat Soh, E. Y. K. Ng, V. Jahmunah, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya

Comput. Biol. Medicine, 2020

Automated diagnostic tool for hypertension using convolutional neural network.

Desmond Chuang Kiat Soh, E. Y. K. Ng, V. Jahmunah, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya

Comput. Biol. Medicine, 2020

Automated prediction of sepsis using temporal convolutional network.

Christopher Kok, V. Jahmunah, Shu Lih Oh, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Kang Hao Cheong, Rashmi Gururajan, Filippo Molinari, U. Rajendra Acharya

Comput. Biol. Medicine, 2020

Comprehensive electrocardiographic diagnosis based on deep learning.

Shu Lih Oh, Jahmunah Vicnesh, Ru San Tan, Edward J. Ciaccio, Toshitaka Yamakawa, Masayuki Tanabe, Makiko Kobayashi, Oliver Faust, U. Rajendra Acharya

Artif. Intell. Medicine, 2020

2019

Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors.

Jahmunah Vicnesh, Joel Koh En Wei, Edward J. Ciaccio, Shu Lih Oh, Govind Bhagat, Suzanne K. Lewis, Peter H. R. Green, U. Rajendra Acharya

J. Medical Syst., 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

Characterization of focal EEG signals: A review.

U. Rajendra Acharya, Yuki Hagiwara, Sunny Nitin Deshpande, S. Suren, Joel E. W. Koh, Shu Lih Oh, Arunkumar N., Edward J. Ciaccio, Choo Min Lim

Future Gener. Comput. Syst., 2019

Automatic detection of ischemic stroke using higher order spectra features in brain MRI images.

U. Rajendra Acharya, Kristen M. Meiburger, Oliver Faust, Joel E. W. Koh, Shu Lih Oh, Edward J. Ciaccio, Asit Kumar Subudhi, V. Jahmunah, Sukanta Sabut

Cogn. Syst. Res., 2019

Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation.

U. Rajendra Acharya, Oliver Faust, Edward J. Ciaccio, Joel Koh En Wei, Shu Lih Oh, Ru San Tan, Hasan Garan

Comput. Methods Programs Biomed., 2019

Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types.

Shu Lih Oh, Eddie-Yin-Kwee Ng, Ru San Tan, U. Rajendra Acharya

Comput. Biol. Medicine, 2019

Automated detection of glaucoma using optical coherence tomography angiogram images.

Yam Meng Chan, E. Y. K. Ng, V. Jahmunah, Joel Koh En Wei, Shu Lih Oh, Leonard Yip Wei Leon, U. Rajendra Acharya

Comput. Biol. Medicine, 2019

Automated detection of schizophrenia using nonlinear signal processing methods.

V. Jahmunah, Shu Lih Oh, V. Rajinikanth, Edward J. Ciaccio, Kang Hao Cheong, Arunkumar N., U. Rajendra Acharya

Artif. Intell. Medicine, 2019

Automated plaque classification using computed tomography angiography and Gabor transformations.

U. Rajendra Acharya, Kristen M. Meiburger, Joel E. W. Koh, Jahmunah Vicnesh, Edward J. Ciaccio, Shu Lih Oh, Sock Keow Tan, Raja Rizal Azman Raja Aman, Filippo Molinari, Kwan Hoong Ng

Artif. Intell. 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

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

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

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, D. Puthankattil Subha

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

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats.

Shu Lih Oh, Eddie-Yin-Kwee Ng, Ru San Tan, 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

2017

Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals.

U. 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

Neural Comput. Appl., 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

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

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

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

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

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