Yuki Hagiwara

Orcid: 0000-0002-5418-738X

According to our database1, Yuki Hagiwara authored at least 41 papers between 2016 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Toward Safe Human Machine Interface and Computer-Aided Diagnostic Systems.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

2022
Towards the Quantitative Verification of Deep Learning for Safe Perception.
Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

2020
An adaptive feature extraction model for classification of thyroid lesions in ultrasound images.
Pattern Recognit. Lett., 2020

A deep learning approach for Parkinson's disease diagnosis from EEG signals.
Neural Comput. Appl., 2020

YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset.
CoRR, 2020

Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings.
Proceedings of the Computer Safety, Reliability, and Security, 2020

Considering Reliability of Deep Learning Function to Boost Data Suitability and Anomaly Detection.
Proceedings of the 2020 IEEE International Symposium on Software Reliability Engineering Workshops, 2020

2019
Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images.
Future Gener. Comput. Syst., 2019

Characterization of focal EEG signals: A review.
Future Gener. Comput. Syst., 2019

Characterization of fibromyalgia using sleep EEG signals with nonlinear dynamical features.
Comput. Biol. Medicine, 2019

Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals.
Appl. Intell., 2019

2018
A novel Parkinson's Disease Diagnosis Index using higher-order spectra features in EEG signals.
Neural Comput. Appl., 2018

Computer-aided diagnosis of atrial fibrillation based on ECG Signals: A review.
Inf. Sci., 2018

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework.
Int. J. Fuzzy Syst., 2018

Age-related Macular Degeneration detection using deep convolutional neural network.
Future Gener. Comput. Syst., 2018

Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network.
Future Gener. Comput. Syst., 2018

Computer-aided diagnosis of glaucoma using fundus images: A review.
Comput. Methods Programs Biomed., 2018

Deep learning for healthcare applications based on physiological signals: A review.
Comput. Methods Programs Biomed., 2018

Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals.
Comput. Methods Programs Biomed., 2018

Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features.
Comput. Methods Programs Biomed., 2018

Automated EEG-based screening of depression using deep convolutional neural network.
Comput. Methods Programs Biomed., 2018

Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals.
Comput. Biol. Medicine, 2018

Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques.
Comput. Biol. Medicine, 2018

Parkinson's disease: Cause factors, measurable indicators, and early diagnosis.
Comput. Biol. Medicine, 2018

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals.
Comput. Biol. Medicine, 2018

Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features.
Comput. Biol. Medicine, 2018

2017
Automated screening tool for dry and wet age-related macular degeneration (ARMD) using pyramid of histogram of oriented gradients (PHOG) and nonlinear features.
J. Comput. Sci., 2017

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals.
Inf. Sci., 2017

Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network.
Inf. Sci., 2017

Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study.
Inf. Sci., 2017

Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies.
Comput. Biol. Medicine, 2017

A deep convolutional neural network model to classify heartbeats.
Comput. Biol. Medicine, 2017

Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques.
Comput. Biol. Medicine, 2017

Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index.
Comput. Biol. Medicine, 2017

Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals.
Biomed. Signal Process. Control., 2017

Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm.
Biomed. Signal Process. Control., 2017

Characterization of Cardiovascular Diseases Using Wavelet Packet Decomposition and Nonlinear Measures of Electrocardiogram Signal.
Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

2016
An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images.
Inf. Fusion, 2016

Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images.
Comput. Biol. Medicine, 2016

Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features.
Comput. Biol. Medicine, 2016

Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index.
Comput. Biol. Medicine, 2016


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