Yuki Hagiwara
Yuki Hagiwara
Ngee Ann Polytechnic
Verified email at e.ntu.edu.sg
TitleCited byYear
Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals
UR Acharya, SL Oh, Y Hagiwara, JH Tan, H Adeli
Computers in biology and medicine 100, 270-278, 2018
2592018
Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals
UR Acharya, H Fujita, SL Oh, Y Hagiwara, JH Tan, M Adam
Information Sciences 415, 190-198, 2017
1752017
Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network
UR Acharya, H Fujita, OS Lih, Y Hagiwara, JH Tan, M Adam
Information sciences 405, 81-90, 2017
1682017
A deep convolutional neural network model to classify heartbeats
UR Acharya, SL Oh, Y Hagiwara, JH Tan, M Adam, A Gertych, R San Tan
Computers in biology and medicine 89, 389-396, 2017
1492017
Deep learning for healthcare applications based on physiological signals: A review
O Faust, Y Hagiwara, TJ Hong, OS Lih, UR Acharya
Computer methods and programs in biomedicine 161, 1-13, 2018
1432018
Characterization of focal EEG signals: a review
UR Acharya, Y Hagiwara, SN Deshpande, S Suren, JEW Koh, SL Oh, ...
Future Generation Computer Systems 91, 290-299, 2019
902019
Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study
UR Acharya, H Fujita, M Adam, OS Lih, VK Sudarshan, TJ Hong, ...
Information Sciences 377, 17-29, 2017
812017
Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network
UR Acharya, H Fujita, SL Oh, U Raghavendra, JH Tan, M Adam, ...
Future Generation Computer Systems 79, 952-959, 2018
662018
Automated EEG-based screening of depression using deep convolutional neural network
UR Acharya, SL Oh, Y Hagiwara, JH Tan, H Adeli, DP Subha
Computer methods and programs in biomedicine 161, 103-113, 2018
612018
A deep learning approach for Parkinson’s disease diagnosis from EEG signals
SL Oh, Y Hagiwara, U Raghavendra, R Yuvaraj, N Arunkumar, ...
Neural Computing and Applications, 1-7, 2018
602018
Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images
UR Acharya, U Raghavendra, H Fujita, Y Hagiwara, JEW Koh, TJ Hong, ...
Computers in biology and medicine 79, 250-258, 2016
532016
Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals
JH Tan, Y Hagiwara, W Pang, I Lim, SL Oh, M Adam, R San Tan, M Chen, ...
Computers in biology and medicine 94, 19-26, 2018
512018
Application of higher-order spectra for the characterization of coronary artery disease using electrocardiogram signals
UR Acharya, VK Sudarshan, JEW Koh, RJ Martis, JH Tan, SL Oh, ...
Biomedical Signal Processing and Control 31, 31-43, 2017
382017
Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index
UR Acharya, MRK Mookiah, JEW Koh, JH Tan, SV Bhandary, AK Rao, ...
Computers in biology and medicine 75, 54-62, 2016
372016
Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features
UR Acharya, MRK Mookiah, JEW Koh, JH Tan, K Noronha, SV Bhandary, ...
Computers in biology and medicine 73, 131-140, 2016
352016
An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images
UR Acharya, H Fujita, VK Sudarshan, MRK Mookiah, JEW Koh, JH Tan, ...
Information Fusion 31 (C), 43-53, 2016
302016
Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals
UR Acharya, H Fujita, SL Oh, Y Hagiwara, JH Tan, M Adam, R San Tan
Applied Intelligence 49 (1), 16-27, 2019
292019
Automated diabetic macular edema (DME) grading system using DWT, DCT features and maculopathy index
UR Acharya, MRK Mookiah, JEW Koh, JH Tan, SV Bhandary, AK Rao, ...
Computers in biology and medicine 84, 59-68, 2017
282017
Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies
JEW Koh, UR Acharya, Y Hagiwara, U Raghavendra, JH Tan, SV Sree, ...
Computers in biology and medicine 84, 89-97, 2017
222017
Age-related macular degeneration detection using deep convolutional neural network
JH Tan, SV Bhandary, S Sivaprasad, Y Hagiwara, A Bagchi, ...
Future Generation Computer Systems 87, 127-135, 2018
202018
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Articles 1–20