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BibTeX records: Yuki Hagiwara
@inproceedings{DBLP:conf/metroxraine/HagiwaraESMD23, author = {Yuki Hagiwara and Delfina Espinoza and Philipp Schlei{\ss} and N{\'{u}}ria Mata and Nguyen Anh Vu Doan}, title = {Toward Safe Human Machine Interface and Computer-Aided Diagnostic Systems}, booktitle = {MetroXRAINE}, pages = {236--241}, publisher = {{IEEE}}, year = {2023} }
@inproceedings{DBLP:conf/issre/SchleissHKC22, author = {Philipp Schleiss and Yuki Hagiwara and Iwo Kurzidem and Francesco Carella}, title = {Towards the Quantitative Verification of Deep Learning for Safe Perception}, booktitle = {{ISSRE} Workshops}, pages = {208--215}, publisher = {{IEEE}}, year = {2022} }
@article{DBLP:journals/nca/OhHRRNMA20, author = {Shu Lih Oh and Yuki Hagiwara and U. Raghavendra and Yuvaraj Rajamanickam and Arunkumar N. and M. Murugappan and U. Rajendra Acharya}, title = {A deep learning approach for Parkinson's disease diagnosis from {EEG} signals}, journal = {Neural Comput. Appl.}, volume = {32}, number = {15}, pages = {10927--10933}, year = {2020} }
@article{DBLP:journals/nca/AcharyaMWHOLCWS20, author = {U. Rajendra Acharya and Kristen M. Meiburger and Joel Koh En Wei and Yuki Hagiwara and Shu Lih Oh and Sook Sam Leong and Edward J. Ciaccio and Jeannie Hsiu Ding Wong and Mohammad Nazri Md Shah and Filippo Molinari and Kwan Hoong Ng}, title = {Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images}, journal = {Neural Comput. Appl.}, volume = {32}, number = {15}, pages = {11163--11172}, year = {2020} }
@article{DBLP:journals/prl/MugasaDKHOMKNA20, author = {Hatwib Mugasa and Sumeet Dua and Joel E. W. Koh and Yuki Hagiwara and Shu Lih Oh and Chakri Madla and Pailin Kongmebhol and Kwan Hoong Ng and U. Rajendra Acharya}, title = {An adaptive feature extraction model for classification of thyroid lesions in ultrasound images}, journal = {Pattern Recognit. Lett.}, volume = {131}, pages = {463--473}, year = {2020} }
@inproceedings{DBLP:conf/issre/GauerhofHST20, author = {Lydia Gauerhof and Yuki Hagiwara and Christoph Schorn and Mario Trapp}, title = {Considering Reliability of Deep Learning Function to Boost Data Suitability and Anomaly Detection}, booktitle = {{ISSRE} Workshops}, pages = {249--254}, publisher = {{IEEE}}, year = {2020} }
@inproceedings{DBLP:conf/safecomp/GauerhofHPPHH20, author = {Lydia Gauerhof and Richard Hawkins and Chiara Picardi and Colin Paterson and Yuki Hagiwara and Ibrahim Habli}, title = {Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings}, booktitle = {{SAFECOMP}}, series = {Lecture Notes in Computer Science}, volume = {12234}, pages = {197--212}, publisher = {Springer}, year = {2020} }
@article{DBLP:journals/corr/abs-2004-08066, author = {Yuki Hagiwara and Toshihisa Tanaka}, title = {YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset}, journal = {CoRR}, volume = {abs/2004.08066}, year = {2020} }
@article{DBLP:journals/apin/AcharyaFOHTAT19, author = {U. Rajendra Acharya and Hamido Fujita and Shu Lih Oh and Yuki Hagiwara and Jen Hong Tan and Muhammad Adam and Ru San Tan}, title = {Deep convolutional neural network for the automated diagnosis of congestive heart failure using {ECG} signals}, journal = {Appl. Intell.}, volume = {49}, number = {1}, pages = {16--27}, year = {2019} }
@article{DBLP:journals/cbm/PaulIRHKA19, author = {Jose Kunnel Paul and Thomas Iype and Dileep R and Yuki Hagiwara and Joel E. W. Koh and U. Rajendra Acharya}, title = {Characterization of fibromyalgia using sleep {EEG} signals with nonlinear dynamical features}, journal = {Comput. Biol. Medicine}, volume = {111}, year = {2019} }
@article{DBLP:journals/fgcs/KohHOTCGLA19, author = {Joel E. W. Koh and Yuki Hagiwara and Shu Lih Oh and Jen Hong Tan and Edward J. Ciaccio and Peter H. R. Green and Suzanne K. Lewis and U. Rajendra Acharya}, title = {Automated diagnosis of celiac disease using {DWT} and nonlinear features with video capsule endoscopy images}, journal = {Future Gener. Comput. Syst.}, volume = {90}, pages = {86--93}, year = {2019} }
@article{DBLP:journals/fgcs/AcharyaHDSKONCL19, author = {U. Rajendra Acharya and Yuki Hagiwara and Sunny Nitin Deshpande and S. Suren and Joel E. W. Koh and Shu Lih Oh and Arunkumar N. and Edward J. Ciaccio and Choo Min Lim}, title = {Characterization of focal {EEG} signals: {A} review}, journal = {Future Gener. Comput. Syst.}, volume = {91}, pages = {290--299}, year = {2019} }
@article{DBLP:journals/cbm/KohNBHLA18, author = {Joel E. W. Koh and Eddie{-}Yin{-}Kwee Ng and Sulatha V. Bhandary and Yuki Hagiwara and Augustinus Laude and U. Rajendra Acharya}, title = {Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques}, journal = {Comput. Biol. Medicine}, volume = {92}, pages = {204--209}, year = {2018} }
@article{DBLP:journals/cbm/AcharyaKHTGVYAF18, author = {U. Rajendra Acharya and Joel E. W. Koh and Yuki Hagiwara and Jen Hong Tan and Arkadiusz Gertych and Anushya Vijayananthan and Nur Adura Yaakup and Basri Johan Jeet Abdullah and Mohd Kamil Bin Mohd Fabell and Chai Hong Yeong}, title = {Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features}, journal = {Comput. Biol. Medicine}, volume = {94}, pages = {11--18}, year = {2018} }
@article{DBLP:journals/cbm/TanHPLOATCA18, author = {Jen Hong Tan and Yuki Hagiwara and Winnie Pang and Ivy Lim and Shu Lih Oh and Muhammad Adam and Ru San Tan and Ming Chen and U. Rajendra Acharya}, title = {Application of stacked convolutional and long short-term memory network for accurate identification of {CAD} {ECG} signals}, journal = {Comput. Biol. Medicine}, volume = {94}, pages = {19--26}, year = {2018} }
@article{DBLP:journals/cbm/AcharyaOHTA18, author = {U. Rajendra Acharya and Shu Lih Oh and Yuki Hagiwara and Jen Hong Tan and Hojjat Adeli}, title = {Deep convolutional neural network for the automated detection and diagnosis of seizure using {EEG} signals}, journal = {Comput. Biol. Medicine}, volume = {100}, pages = {270--278}, year = {2018} }
@article{DBLP:journals/cbm/BhatAHDA18, author = {Shreya Bhat and U. Rajendra Acharya and Yuki Hagiwara and Nahid Dadmehr and Hojjat Adeli}, title = {Parkinson's disease: Cause factors, measurable indicators, and early diagnosis}, journal = {Comput. Biol. Medicine}, volume = {102}, pages = {234--241}, year = {2018} }
@article{DBLP:journals/cmpb/FaustHTOA18, author = {Oliver Faust and Yuki Hagiwara and Jen Hong Tan and Shu Lih Oh and U. Rajendra Acharya}, title = {Deep learning for healthcare applications based on physiological signals: {A} review}, journal = {Comput. Methods Programs Biomed.}, volume = {161}, pages = {1--13}, year = {2018} }
@article{DBLP:journals/cmpb/AcharyaOHTAS18, author = {U. Rajendra Acharya and Shu Lih Oh and Yuki Hagiwara and Jen Hong Tan and Hojjat Adeli and D. Puthankattil Subha}, title = {Automated EEG-based screening of depression using deep convolutional neural network}, journal = {Comput. Methods Programs Biomed.}, volume = {161}, pages = {103--113}, year = {2018} }
@article{DBLP:journals/cmpb/AdamOSKHTTA18, author = {Muhammad Adam and Shu Lih Oh and K. Vidya Sudarshan and Joel E. W. Koh and Yuki Hagiwara and Jen Hong Tan and Ru San Tan and U. Rajendra Acharya}, title = {Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from {ECG} signals}, journal = {Comput. Methods Programs Biomed.}, volume = {161}, pages = {133--143}, year = {2018} }
@article{DBLP:journals/cmpb/HagiwaraKTBLCTA18, author = {Yuki Hagiwara and Joel E. W. Koh and Jen Hong Tan and Sulatha V. Bhandary and Augustinus Laude and Edward J. Ciaccio and Louis Tong and U. Rajendra Acharya}, title = {Computer-aided diagnosis of glaucoma using fundus images: {A} review}, journal = {Comput. Methods Programs Biomed.}, volume = {165}, pages = {1--12}, year = {2018} }
@article{DBLP:journals/cmpb/AcharyaRKMCHMLV18, author = {U. Rajendra Acharya and U. Raghavendra and Joel E. W. Koh and Kristen M. Meiburger and Edward J. Ciaccio and Yuki Hagiwara and Filippo Molinari and Wai Ling Leong and Anushya Vijayananthan and Nur Adura Yaakup and Mohd Kamil Bin Mohd Fabell and Chai Hong Yeong}, title = {Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features}, journal = {Comput. Methods Programs Biomed.}, volume = {166}, pages = {91--98}, year = {2018} }
@article{DBLP:journals/fgcs/AcharyaFORTAGH18, author = {U. Rajendra Acharya and Hamido Fujita and Shu Lih Oh and U. Raghavendra and Jen Hong Tan and Muhammad Adam and Arkadiusz Gertych and Yuki Hagiwara}, title = {Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network}, journal = {Future Gener. Comput. Syst.}, volume = {79}, pages = {952--959}, year = {2018} }
@article{DBLP:journals/fgcs/TanBSHBRRRSGCA18, author = {Jen Hong Tan and Sulatha V. Bhandary and Sobha Sivaprasad and Yuki Hagiwara and Akanksha Bagchi and U. Raghavendra and A. Krishna Rao and Biju Raju and Nitin Shridhara Shetty and Arkadiusz Gertych and Kuang Chua Chua and U. Rajendra Acharya}, title = {Age-related Macular Degeneration detection using deep convolutional neural network}, journal = {Future Gener. Comput. Syst.}, volume = {87}, pages = {127--135}, year = {2018} }
@article{DBLP:journals/ijfs/AcharyaACDRKTLV18, author = {U. Rajendra Acharya and Ayesha Akter and Pradeep Chowriappa and Sumeet Dua and U. Raghavendra and Joel E. W. Koh and Jen Hong Tan and Sook Sam Leong and Anushya Vijayananthan and Yuki Hagiwara and Marlina Tanty Ramli and Kwan Hoong Ng}, title = {Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework}, journal = {Int. J. Fuzzy Syst.}, volume = {20}, number = {4}, pages = {1385--1402}, year = {2018} }
@article{DBLP:journals/isci/HagiwaraFOTTCA18, author = {Yuki Hagiwara and Hamido Fujita and Shu Lih Oh and Jen Hong Tan and Ru San Tan and Edward J. Ciaccio and U. Rajendra Acharya}, title = {Computer-aided diagnosis of atrial fibrillation based on {ECG} Signals: {A} review}, journal = {Inf. Sci.}, volume = {467}, pages = {99--114}, year = {2018} }
@article{DBLP:journals/nca/RajamanickamAH18, author = {Yuvaraj Rajamanickam and U. Rajendra Acharya and Yuki Hagiwara}, title = {A novel Parkinson's Disease Diagnosis Index using higher-order spectra features in {EEG} signals}, journal = {Neural Comput. Appl.}, volume = {30}, number = {4}, pages = {1225--1235}, year = {2018} }
@article{DBLP:journals/bspc/AcharyaSKMTOAHM17, author = {U. Rajendra Acharya and K. Vidya Sudarshan and Joel E. W. Koh and Roshan Joy Martis and Jen Hong Tan and Shu Lih Oh and Muhammad Adam and Yuki Hagiwara and Muthu Rama Krishnan Mookiah and Chua Kok Poo and Chua Kuang Chua and Ru San Tan}, title = {Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals}, journal = {Biomed. Signal Process. Control.}, volume = {31}, pages = {31--43}, year = {2017} }
@article{DBLP:journals/bspc/AcharyaNRSKTHYN17, author = {U. Rajendra Acharya and Wei Lin Ng and Kartini Rahmat and K. Vidya Sudarshan and Joel E. W. Koh and Jen Hong Tan and Yuki Hagiwara and Chai Hong Yeong and Kwan Hoong Ng}, title = {Data mining framework for breast lesion classification in shear wave ultrasound: {A} hybrid feature paradigm}, journal = {Biomed. Signal Process. Control.}, volume = {33}, pages = {400--410}, year = {2017} }
@article{DBLP:journals/cbm/AcharyaMKTBRHCL17, author = {U. Rajendra Acharya and Muthu Rama Krishnan Mookiah and Joel E. W. Koh and Jen Hong Tan and Sulatha V. Bhandary and A. Krishna Rao and Yuki Hagiwara and Chua Kuang Chua and Augustinus Laude}, title = {Automated diabetic macular edema {(DME)} grading system using DWT, {DCT} Features and maculopathy index}, journal = {Comput. Biol. Medicine}, volume = {84}, pages = {59--68}, year = {2017} }
@article{DBLP:journals/cbm/KohAHRTSBRSCLT17, author = {Joel E. W. Koh and U. Rajendra Acharya and Yuki Hagiwara and U. Raghavendra and Jen Hong Tan and Subbhuraam Vinitha Sree and Sulatha V. Bhandary and A. Krishna Rao and Sobha Sivaprasad and Kuang Chua Chua and Augustinus Laude and Louis Tong}, title = {Diagnosis of retinal health in digital fundus images using continuous wavelet transform {(CWT)} and entropies}, journal = {Comput. Biol. Medicine}, volume = {84}, pages = {89--97}, year = {2017} }
@article{DBLP:journals/cbm/AcharyaOHTAGT17, author = {U. Rajendra Acharya and Shu Lih Oh and Yuki Hagiwara and Jen Hong Tan and Muhammad Adam and Arkadiusz Gertych and Ru San Tan}, title = {A deep convolutional neural network model to classify heartbeats}, journal = {Comput. Biol. Medicine}, volume = {89}, pages = {389--396}, year = {2017} }
@article{DBLP:journals/cbm/AcharyaNRSKTHGF17, author = {U. Rajendra Acharya and Wei Lin Ng and Kartini Rahmat and K. Vidya Sudarshan and Joel E. W. Koh and Jen Hong Tan and Yuki Hagiwara and Arkadiusz Gertych and Farhana Fadzli and Chai Hong Yeong and Kwan Hoong Ng}, title = {Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques}, journal = {Comput. Biol. Medicine}, volume = {91}, pages = {13--20}, year = {2017} }
@article{DBLP:journals/isci/AcharyaFAOSTKHC17, author = {U. Rajendra Acharya and Hamido Fujita and Muhammad Adam and Shu Lih Oh and K. Vidya Sudarshan and Jen Hong Tan and Joel E. W. Koh and Yuki Hagiwara and Chua Kuang Chua and Chua Kok Poo and Ru San Tan}, title = {Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of {ECG} signals: {A} comparative study}, journal = {Inf. Sci.}, volume = {377}, pages = {17--29}, year = {2017} }
@article{DBLP:journals/isci/AcharyaFOHTA17, author = {U. Rajendra Acharya and Hamido Fujita and Shu Lih Oh and Yuki Hagiwara and Jen Hong Tan and Muhammad Adam}, title = {Automated detection of arrhythmias using different intervals of tachycardia {ECG} segments with convolutional neural network}, journal = {Inf. Sci.}, volume = {405}, pages = {81--90}, year = {2017} }
@article{DBLP:journals/isci/AcharyaFOHTA17a, author = {U. Rajendra Acharya and Hamido Fujita and Shu Lih Oh and Yuki Hagiwara and Jen Hong Tan and Muhammad Adam}, title = {Application of deep convolutional neural network for automated detection of myocardial infarction using {ECG} signals}, journal = {Inf. Sci.}, volume = {415}, pages = {190--198}, year = {2017} }
@article{DBLP:journals/jocs/AcharyaHKTBRR17, author = {U. Rajendra Acharya and Yuki Hagiwara and Joel E. W. Koh and Jen Hong Tan and Sulatha V. Bhandary and A. Krishna Rao and U. Raghavendra}, title = {Automated screening tool for dry and wet age-related macular degeneration {(ARMD)} using pyramid of histogram of oriented gradients {(PHOG)} and nonlinear features}, journal = {J. Comput. Sci.}, volume = {20}, pages = {41--51}, year = {2017} }
@inproceedings{DBLP:conf/ieaaie/FujitaSAOTHCPA17, author = {Hamido Fujita and K. Vidya Sudarshan and Muhammad Adam and Shu Lih Oh and Jen Hong Tan and Yuki Hagiwara and Kuang Chua Chua and Chua Kok Poo and U. Rajendra Acharya}, title = {Characterization of Cardiovascular Diseases Using Wavelet Packet Decomposition and Nonlinear Measures of Electrocardiogram Signal}, booktitle = {{IEA/AIE} {(1)}}, series = {Lecture Notes in Computer Science}, volume = {10350}, pages = {259--266}, publisher = {Springer}, year = {2017} }
@article{DBLP:journals/cbm/AcharyaMKTNBRHC16, author = {U. Rajendra Acharya and Muthu Rama Krishnan Mookiah and Joel E. W. Koh and Jen Hong Tan and Kevin Noronha and Sulatha V. Bhandary and A. Krishna Rao and Yuki Hagiwara and Chua Kuang Chua and Augustinus Laude}, title = {Novel risk index for the identification of age-related macular degeneration using radon transform and {DWT} features}, journal = {Comput. Biol. Medicine}, volume = {73}, pages = {131--140}, year = {2016} }
@article{DBLP:journals/cbm/AcharyaMKTBRFHC16, author = {U. Rajendra Acharya and Muthu Rama Krishnan Mookiah and Joel E. W. Koh and Jen Hong Tan and Sulatha V. Bhandary and A. Krishna Rao and Hamido Fujita and Yuki Hagiwara and Chua Kuang Chua and Augustinus Laude}, title = {Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index}, journal = {Comput. Biol. Medicine}, volume = {75}, pages = {54--62}, year = {2016} }
@article{DBLP:journals/cbm/AcharyaRFHKHSVY16, author = {U. Rajendra Acharya and U. Raghavendra and Hamido Fujita and Yuki Hagiwara and Joel E. W. Koh and Jen Hong Tan and K. Vidya Sudarshan and Anushya Vijayananthan and Chai Hong Yeong and Anjan Gudigar and Kwan Hoong Ng}, title = {Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images}, journal = {Comput. Biol. Medicine}, volume = {79}, pages = {250--258}, year = {2016} }
@article{DBLP:journals/inffus/AcharyaFSMKTHCJ16, author = {U. Rajendra Acharya and Hamido Fujita and K. Vidya Sudarshan and Muthu Rama Krishnan Mookiah and Joel E. W. Koh and Jen Hong Tan and Yuki Hagiwara and Chua Kuang Chua and Sameer P. Junnarkar and Anushya Vijayananthan and Kwan Hoong Ng}, title = {An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images}, journal = {Inf. Fusion}, volume = {31}, pages = {43--53}, year = {2016} }
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