Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index. - U. Rajendra Acharya; Muthu Rama Krishnan Mookiah; Joel E. W. Koh; Jen Hong Tan; Sulatha V. Bhandary; A. Krishna Rao; Hamido Fujita; Yuki Hagiwara; Chua Kuang Chua; Augustinus Laude (Comput. Biol. Medicine, 2016)

Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features. - U. Rajendra Acharya; Muthu Rama Krishnan Mookiah; Joel E. W. Koh; Jen Hong Tan; Kevin Noronha; Sulatha V. Bhandary; A. Krishna Rao; Yuki Hagiwara; Chua Kuang Chua; Augustinus Laude (Comput. Biol. Medicine, 2016)

Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images. - U. Rajendra Acharya; U. Raghavendra; Hamido Fujita; Yuki Hagiwara; Joel E. W. Koh; Jen Hong Tan; K. Vidya Sudarshan; Anushya Vijayananthan; Chai Hong Yeong; Anjan Gudigar; Kwan Hoong Ng (Comput. Biol. Medicine, 2016)

An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images. - U. Rajendra Acharya; Hamido Fujita; K. Vidya Sudarshan; Muthu Rama Krishnan Mookiah; Joel E. W. Koh; Jen Hong Tan; Yuki Hagiwara; Chua Kuang Chua; Sameer P. Junnarkar; Anushya Vijayananthan; Kwan Hoong Ng (Inf. Fusion, 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)

Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm. - U. Rajendra Acharya; Wei Lin Ng; Kartini Rahmat; K. Vidya Sudarshan; Joel E. W. Koh; Jen Hong Tan; Yuki Hagiwara; Chai Hong Yeong; Kwan Hoong Ng (Biomed. Signal Process. Control., 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)

Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index. - U. Rajendra Acharya; Muthu Rama Krishnan Mookiah; Joel E. W. Koh; Jen Hong Tan; Sulatha V. Bhandary; A. Krishna Rao; Yuki Hagiwara; Chua Kuang Chua; Augustinus Laude (Comput. Biol. Medicine, 2017)

Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques. - U. Rajendra Acharya; Wei Lin Ng; Kartini Rahmat; K. Vidya Sudarshan; Joel E. W. Koh; Jen Hong Tan; Yuki Hagiwara; Arkadiusz Gertych; Farhana Fadzli; Chai Hong Yeong; Kwan Hoong Ng (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)

Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies. - Joel E. W. Koh; U. Rajendra Acharya; Yuki Hagiwara; U. Raghavendra; Jen Hong Tan; Subbhuraam Vinitha Sree; Sulatha V. Bhandary; A. Krishna Rao; Sobha Sivaprasad; Kuang Chua Chua; Augustinus Laude; Louis Tong (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 screening tool for dry and wet age-related macular degeneration (ARMD) using pyramid of histogram of oriented gradients (PHOG) and nonlinear features. - U. Rajendra Acharya; Yuki Hagiwara; Joel E. W. Koh; Jen Hong Tan; Sulatha V. Bhandary; A. Krishna Rao; U. Raghavendra (J. Comput. Sci., 2017)

Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features. - U. Rajendra Acharya; Joel E. W. Koh; Yuki Hagiwara; Jen Hong Tan; Arkadiusz Gertych; Anushya Vijayananthan; Nur Adura Yaakup; Basri Johan Jeet Abdullah; Mohd Kamil Bin Mohd Fabell; Chai Hong Yeong (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)

Parkinson's disease: Cause factors, measurable indicators, and early diagnosis. - Shreya Bhat; U. Rajendra Acharya; Yuki Hagiwara; Nahid Dadmehr; Hojjat Adeli (Comput. Biol. Medicine, 2018)

Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques. - Joel E. W. Koh; Eddie-Yin-Kwee Ng; Sulatha V. Bhandary; Yuki Hagiwara; Augustinus Laude; 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 detection and classification of liver fibrosis stages using contourlet transform and nonlinear features. - U. Rajendra Acharya; U. Raghavendra; Joel E. W. Koh; Kristen M. Meiburger; Edward J. Ciaccio; Yuki Hagiwara; Filippo Molinari; Wai Ling Leong; Anushya Vijayananthan; Nur Adura Yaakup; Mohd Kamil Bin Mohd Fabell; Chai Hong Yeong (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)

Computer-aided diagnosis of glaucoma using fundus images: A review. - Yuki Hagiwara; Joel E. W. Koh; Jen Hong Tan; Sulatha V. Bhandary; Augustinus Laude; Edward J. Ciaccio; Louis Tong; 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)

Age-related Macular Degeneration detection using deep convolutional neural network. - Jen Hong Tan; Sulatha V. Bhandary; Sobha Sivaprasad; Yuki Hagiwara; Akanksha Bagchi; U. Raghavendra; A. Krishna Rao; Biju Raju; Nitin Shridhara Shetty; Arkadiusz Gertych; Kuang Chua Chua; U. Rajendra Acharya (Future Gener. Comput. Syst., 2018)

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework. - U. Rajendra Acharya; Ayesha Akter; Pradeep Chowriappa; Sumeet Dua; U. Raghavendra; Joel E. W. Koh; Jen Hong Tan; Sook Sam Leong; Anushya Vijayananthan; Yuki Hagiwara; Marlina Tanty Ramli; Kwan Hoong Ng (Int. J. Fuzzy 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)

A novel Parkinson's Disease Diagnosis Index using higher-order spectra features in EEG signals. - Yuvaraj Rajamanickam; U. Rajendra Acharya; Yuki Hagiwara (Neural Comput. Appl., 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)

Characterization of fibromyalgia using sleep EEG signals with nonlinear dynamical features. - Jose Kunnel Paul; Thomas Iype; Dileep R; Yuki Hagiwara; Joel E. W. Koh; U. Rajendra Acharya (Comput. Biol. Medicine, 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)

Considering Reliability of Deep Learning Function to Boost Data Suitability and Anomaly Detection. - Lydia Gauerhof; Yuki Hagiwara; Christoph Schorn; Mario Trapp (ISSRE Workshops, 2020)

Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings. - Lydia Gauerhof; Richard Hawkins; Chiara Picardi; Colin Paterson; Yuki Hagiwara; Ibrahim Habli (SAFECOMP, 2020)

YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset. - Yuki Hagiwara; Toshihisa Tanaka (CoRR, 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)

Towards the Quantitative Verification of Deep Learning for Safe Perception. - Philipp Schleiss; Yuki Hagiwara; Iwo Kurzidem; Francesco Carella (ISSRE Workshops, 2022)

Toward Safe Human Machine Interface and Computer-Aided Diagnostic Systems. - Yuki Hagiwara; Delfina Espinoza; Philipp Schleiß; Núria Mata; Nguyen Anh Vu Doan (MetroXRAINE, 2023)

AI-Driven Approaches for Glaucoma Detection - A Comprehensive Review. - Yuki Hagiwara; Octavia-Andreea Ciora; Maureen Monnet; Gino Lancho; Jeanette Miriam Lorenz (CoRR, 2024)

Application of Infrared Thermography and Artificial Intelligence in Healthcare: A Systematic Review of Over a Decade (2013-2024). - Jahmunah Vicnesh; Massimo Salvi; Yuki Hagiwara; Hah Yan Yee; Hasan Saeed Mir; Prabal Datta Barua; Subrata Chakraborty; Filippo Molinari; U. Rajendra Acharya (IEEE Access, 2025)