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)

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)

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)

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)

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 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)

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 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)

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)

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 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 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)

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)

Automated detection of schizophrenia using nonlinear signal processing methods. - V. Jahmunah 001; Shu Lih Oh; V. Rajinikanth; Edward J. Ciaccio; Kang Hao Cheong; Arunkumar N.; U. Rajendra Acharya (Artif. Intell. Medicine, 2019)

Automated detection of glaucoma using optical coherence tomography angiogram images. - Yam Meng Chan; E. Y. K. Ng; V. Jahmunah 001; Joel Koh En Wei; Shu Lih Oh; Leonard Yip Wei Leon; U. Rajendra Acharya (Comput. Biol. Medicine, 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)

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)

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 001; Sukanta Sabut (Cogn. Syst. Res., 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)

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)

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)

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)

Automated prediction of sepsis using temporal convolutional network. - Christopher Kok 001; V. Jahmunah 001; Shu Lih Oh; Xujuan Zhou; Raj Gururajan; Xiaohui Tao 001; Kang Hao Cheong; Rashmi Gururajan; Filippo Molinari; 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 001; Shu Lih Oh; Ru-San Tan; U. Rajendra Acharya (Comput. Biol. Medicine, 2020)

A computational intelligence tool for the detection of hypertension using empirical mode decomposition. - Desmond Chuang Kiat Soh; E. Y. K. Ng; V. Jahmunah 001; Shu Lih Oh; Ru-San Tan; U. Rajendra Acharya (Comput. Biol. Medicine, 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)

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)

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)

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)

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)

Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images. - Yam Meng Chan; E. Y. K. Ng; V. Jahmunah 001; Joel E. W. Koh; Shu Lih Oh; Wei Shan Han; Leonard W. L. Yip; U. Rajendra Acharya (Biomed. Signal Process. Control., 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 001; Shu Lih Oh; U. Rajendra Acharya; Daniel Shuen Sheng Fung (Comput. Methods Programs Biomed., 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 001; Edward J. Ciaccio; Ooi Chui Ping; Raj Gururajan; Rashmi Gururajan; Shu Lih Oh; Suzanne K. Lewis; Peter H. R. Green; Govind Bhagat; et al. (Comput. Methods Programs Biomed., 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 001; Oliver Faust; Edward J. Ciaccio; Kwan Hoong Ng; U. Rajendra Acharya (Int. J. Imaging Syst. Technol., 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)

Accurate detection of myocardial infarction using non linear features with ECG signals. - Chaitra Sridhar; Shu Lih Oh; V. Jahmunah 001; Joel E. W. Koh; Edward J. Ciaccio; Ru-San Tan; Arunkumar N.; Seifedine Nimer Kadry; U. Rajendra Acharya (J. Ambient Intell. Humaniz. Comput., 2021)

Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals. - V. Jahmunah 001; E. Y. K. Ng; Ru-San Tan; Shu Lih Oh; U. Rajendra Acharya (Comput. Biol. Medicine, 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)

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 (iiWAS, 2023)

Automated warfarin dose prediction for Asian, American, and Caucasian populations using a deep neural network. - V. Jahmunah 001; Sylvia Chen; Shu Lih Oh; U. Rajendra Acharya; Balram Chowbay (Comput. Biol. Medicine, 2023)

Uncertainty quantification in DenseNet model using myocardial infarction ECG signals. - V. Jahmunah 001; E. Y. K. Ng; Ru-San Tan; Shu Lih Oh; U. Rajendra Acharya (Comput. Methods Programs Biomed., 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 001; 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., 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., 2023)

EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population. - Shu Lih Oh; V. Jahmunah 001; Elizabeth Emma Palmer; Prabal Datta Barua; Sengul Dogan; Turker Tuncer; Salvador García 001; Filippo Molinari; U. Rajendra Acharya (Comput. Biol. Medicine, 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., 2023)

Application of spatial uncertainty predictor in CNN-BiLSTM model using coronary artery disease ECG signals. - Silvia Seoni; Filippo Molinari; U. Rajendra Acharya; Shu Lih Oh; Prabal Datta Barua; Salvador García 001; Massimo Salvi (Inf. Sci., 2024)

Application of local configuration pattern for automated detection of schizophrenia with electroencephalogram signals. - Joel Koh En Wei; Venkatesan Rajinikanth; Jahmunah Vicnesh; The-Hanh Pham; Shu Lih Oh; Chai Hong Yeong; Meena Sankaranarayanan; Aditya P. Kamath; Giliyar Muralidhar Bairy; Prabal Datta Barua; Kang Hao Cheong (Expert Syst. J. Knowl. Eng., 2024)