Ruyan Tan

发表

Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques

Mokshagna Rohit Gangavarapu, F. Molinari, U. Raghavendra, 2022, J. Imaging.

RF-CNN-F: random forest with convolutional neural network features for coronary artery disease diagnosis based on cardiac magnetic resonance

Javad Hassannataj Joloudari, Sheikh Mohammed Shariful Islam, M. Tartibi, 2022, Scientific Reports.

An Accurate Multiple Sclerosis Detection Model Based on Exemplar Multiple Parameters Local Phase Quantization: ExMPLPQ

O. Faust, T. Tuncer, S. Dogan, 2022, Applied Sciences.

RLMD-PA: A Reinforcement Learning-Based Myocarditis Diagnosis Combined with a Population-Based Algorithm for Pretraining Weights

M. M. Azizan, N. A. Kadri, Seyed Vahid Moravvej, 2022, Contrast media & molecular imaging.

Automated Diabetic Retinopathy Detection Using Horizontal and Vertical Patch Division-Based Pre-Trained DenseNET with Digital Fundus Images

T. Tuncer, S. Dogan, P. Barua, 2022, Diagnostics.

Machine learning versus classical electrocardiographic criteria for echocardiographic left ventricular hypertrophy in a pre-participation cohort

Ruyan Tan, T. Yeo, C. Lam, 2021 .

Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images

Fahrettin Burak Demir, J. Soar, H. Fujita, 2022, Comput. Methods Programs Biomed..

Automated detection of pain levels using deep feature extraction from shutter blinds-based dynamic-sized horizontal patches with facial images

N. A. Kadri, T. Tuncer, S. Dogan, 2022, Scientific Reports.

Application of Machine Learning Techniques for Characterization of Ischemic Stroke with MRI Images: A Review

Ruyan Tan, Usha R. Acharya, S. Sabut, 2022, Diagnostics.

Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks

P. Glomb, U. Acharya, Ozal Yildirim, 2022, ArXiv.

ViVGG19: Novel exemplar deep feature extraction-based shoulder rotator cuff tear and biceps tendinosis detection using magnetic resonance images.

T. Tuncer, S. Dogan, P. Barua, 2022, Medical engineering & physics.

The state-of-the-art review on resource allocation problem using artificial intelligence methods on various computing paradigms

Javad Hassannataj Joloudari, Sahar Khanjani Shirkharkolaie, Ruyan Tan, 2022, 2203.12315.

PFP-LHCINCA: Pyramidal Fixed-Size Patch-Based Feature Extraction and Chi-Square Iterative Neighborhood Component Analysis for Automated Fetal Sex Classification on Ultrasound Images

T. Tuncer, S. Dogan, P. Barua, 2022, Contrast media & molecular imaging.

Pulse oximetry SpO 2 signal for automated identification of sleep apnea: a review and future trends

Ruyan Tan, U. Rajendra Acharya, Prince Kumar, 2022, Physiological measurement.

Detection of shockable ventricular arrhythmia using optimal orthogonal wavelet filters

U. Acharya, Ruyan Tan, M. Sharma, 2019, Neural Computing and Applications.

DKPNet41: Directed knight pattern network-based cough sound classification model for automatic disease diagnosis

T. Tuncer, S. Dogan, P. Barua, 2022, Medical engineering & physics.

Swin-textural: A novel textural features-based image classification model for COVID-19 detection on chest computed tomography

T. Tuncer, S. Dogan, P. Barua, 2022, Informatics in Medicine Unlocked.

Automated accurate detection of depression using twin Pascal's triangles lattice pattern with EEG Signals

T. Tuncer, S. Dogan, P. Barua, 2022, Knowl. Based Syst..

Automated detection of schizophrenia using deep learning: a review for the last decade

Ruyan Tan, Usha R. Acharya, Akshat Garg, 2023, Physiological measurement.

Application of Artiﬁcial Intelligence Techniques for Monkeypox: A Systematic Review

Ruyan Tan, Niranjana Sampathila, Srikanth Prabhu, 2022 .

Detection of shockable ventricular arrhythmia using optimal orthogonal wavelet filters

U. Rajendra Acharya, Manish Sharma, Ru-San Tan, 2019, Neural Computing and Applications.

Automated heartbeat classification and detection of arrhythmia using optimal orthogonal wavelet filters

U. Rajendra Acharya, U. Rajendra Acharya, Ru San Tan, 2019, Informatics in Medicine Unlocked.

Automated Adrenal Gland Disease Classes Using Patch-Based Center Symmetric Local Binary Pattern Technique with CT Images

T. Tuncer, S. Dogan, P. Barua, 2023, Journal of Digital Imaging.

An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds

Fahrettin Burak Demir, T. Tuncer, S. Dogan, 2022, Comput. Biol. Medicine.

Uncertainty quantification in DenseNet model using myocardial infarction ECG signals

Shu Lih Oh, U. Acharya, Ruyan Tan, 2022, Comput. Methods Programs Biomed..

Most complicated lock pattern-based seismological signal framework for automated earthquake detection

Arvind P. Singh, T. Tuncer, S. Dogan, 2023, Int. J. Appl. Earth Obs. Geoinformation.

Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals

T. Tuncer, S. Dogan, P. Barua, 2022, Cognitive Neurodynamics.

Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals

Shu Lih Oh, U. Acharya, Ruyan Tan, 2022, Comput. Biol. Medicine.

Automated detection of cybersecurity attacks in healthcare systems with recursive feature elimination and multilayer perceptron optimization

Ruyan Tan, U. Rajendra Acharya, A. Şengur, 2022, Biocybernetics and Biomedical Engineering.

ALEC: Active learning with ensemble of classifiers for clinical diagnosis of coronary artery disease

M. Tartibi, A. Khosravi, Ruyan Tan, 2023, Comput. Biol. Medicine.

Automated BI-RADS classification of lesions using pyramid triple deep feature generator technique on breast ultrasound images.

T. Tuncer, S. Dogan, P. Barua, 2022, Medical engineering & physics.

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

U. Rajendra Acharya, E. Y. K. Ng, Ru San Tan, 2018, Comput. Biol. Medicine.

An accurate automated speaker counting architecture based on James Webb Pattern

T. Tuncer, S. Dogan, P. Barua, 2023, Eng. Appl. Artif. Intell..

Hybrid‐Patch‐Alex: A new patch division and deep feature extraction‐based image classification model to detect COVID‐19, heart failure, and other lung conditions using medical images

T. Tuncer, S. Dogan, P. Barua, 2023, Int. J. Imaging Syst. Technol..

A deep convolutional neural network model to classify heartbeats

U. Rajendra Acharya, Arkadiusz Gertych, Yuki Hagiwara, 2017, Comput. Biol. Medicine.

Automated EEG sentence classification using novel dynamic-sized binary pattern and multilevel discrete wavelet transform techniques with TSEEG database

H. Fujita, T. Tuncer, S. Dogan, 2023, Biomed. Signal Process. Control..

Automated Identification of Infarcted Myocardium Tissue Characterization Using Ultrasound Images: A Review

Vidya K. Sudarshan, U. Acharya, U. Acharya, 2015, IEEE Reviews in Biomedical Engineering.

Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals

U. Rajendra Acharya, Ming Chen, Yuki Hagiwara, 2018, Comput. Biol. Medicine.

FGPat18: Feynman graph pattern-based language detection model using EEG signals

T. Tuncer, S. Dogan, P. Barua, 2023, Biomed. Signal Process. Control..

Automated mental arithmetic performance detection using quantum pattern- and triangle pooling techniques with EEG signals

T. Tuncer, S. Dogan, P. Barua, 2023, Expert Syst. Appl..

Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals

U. Rajendra Acharya, Hamido Fujita, Yuki Hagiwara, 2018, Applied Intelligence.

AUTOMATED DIAGNOSIS OF DIABETES USING ENTROPIES AND DIABETIC INDEX

Vidya K. Sudarshan, Joel E. W. Koh, F. Molinari, 2016 .

Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads

U. Rajendra Acharya, Roshan Joy Martis, Hamido Fujita, 2016, Knowl. Based Syst..

Accurate deep neural network model to detect cardiac arrhythmia on more than 10,000 individual subject ECG records

U. Rajendra Acharya, Edward J. Ciaccio, Ru San Tan, 2020, Computer Methods and Programs in Biomedicine.

Automated Urine Cell Image Classification Model Using Chaotic Mixer Deep Feature Extraction

T. Tuncer, S. Dogan, P. Barua, 2023, Journal of Digital Imaging.

Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study

U. Rajendra Acharya, Hamido Fujita, Chua Kuang Chua, 2017, Inf. Sci..

Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020

Saeid Nahavandi, Afshin Shoeibi, Roohallah Alizadehsani, 2020, Comput. Biol. Medicine.

Automated detection of atrial fibrillation using long short-term memory network with RR interval signals

U. Rajendra Acharya, Oliver Faust, Hamido Fujita, 2018, Comput. Biol. Medicine.

Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types

U. Rajendra Acharya, E. Y. K. Ng, Ru San Tan, 2019, Comput. Biol. Medicine.

Computer-aided diagnosis of Myocardial Infarction using ultrasound images with DWT, GLCM and HOS methods: A comparative study

U. Rajendra Acharya, Dhanjoo N. Ghista, E. Y. K. Ng, 2015, Comput. Biol. Medicine.

An integrated index for automated detection of infarcted myocardium from cross-sectional echocardiograms using texton-based features (Part 1)

U. Rajendra Acharya, Dhanjoo N. Ghista, E. Y. K. Ng, 2016, Comput. Biol. Medicine.

GCLP: An automated asthma detection model based on global chaotic logistic pattern using cough sounds

T. Tuncer, S. Dogan, P. Barua, 2024, Engineering applications of artificial intelligence.

ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images

T. Tuncer, S. Dogan, P. Barua, 2023, Multimedia tools and applications.

Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal

T. Tuncer, S. Dogan, P. Barua, 2023, IEEE Access.

Artificial Intelligence in Assessing Cardiovascular Diseases and Risk Factors via Retinal Fundus Images: A Review of the Last Decade

Ruyan Tan, R. Alizadehsani, Ali Jafarizadeh, 2023, ArXiv.

Current and future roles of artificial intelligence in retinopathy of prematurity

Ruyan Tan, R. Alizadehsani, Parnia Pouya, 2024, ArXiv.

Classification of myocardial infarction with multi-lead ECG signals and deep CNN

U. Rajendra Acharya, Ru San Tan, Ulas Baran Baloglu, 2019, Pattern Recognit. Lett..

Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signals

U. Rajendra Acharya, Chua Kuang Chua, Jen Hong Tan, 2017, Comput. Biol. Medicine.

An integrated index for detection of Sudden Cardiac Death using Discrete Wavelet Transform and nonlinear features

U. Rajendra Acharya, Hamido Fujita, Dhanjoo N. Ghista, 2015, Knowl. Based Syst..

Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals

Shu Lih Oh, Fahrettin Burak Demir, T. Tuncer, 2022, International Journal of Machine Learning and Cybernetics.

Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds

T. Tuncer, S. Dogan, P. Barua, 2023, Eng. Appl. Artif. Intell..

Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients

Ruyan Tan, Y. Chan, C. W. Oei, 2023, Sensors.

Accurate deep neural network model to detect cardiac arrhythmia on more than 10,000 individual subject ECG records

E. Ciaccio, Ruyan Tan, Özal Yildirim, 2020, Computer Methods and Programs in Biomedicine.

Automated detection of severity of hypertension ECG signals using an optimal bi-orthogonal wavelet filter bank

U. Rajendra Acharya, Ru San Tan, Jaypal Singh Rajput, 2020, Comput. Biol. Medicine.

Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023)

P. Barua, Ruyan Tan, F. Molinari, 2024, WIREs Data Mining and Knowledge Discovery.

β-blockers are not all the same: pharmacologic similarities and differences, potential combinations and clinical implications

Ruyan Tan, N. Tsabedze, S. Taddei, 2024, Current medical research and opinion.

Automated anxiety detection using probabilistic binary pattern with ECG signals

J. Tan, T. Tuncer, S. Dogan, 2024, Comput. Methods Programs Biomed..

Automated asthma detection in a 1326-subject cohort using a one-dimensional attractive-and-repulsive center-symmetric local binary pattern technique with cough sounds

T. Tuncer, S. Dogan, P. Barua, 2024, Neural Computing and Applications.

FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech

T. Tuncer, S. Dogan, P. Barua, 2024, Comput. Biol. Medicine.

Data mining framework for identification of myocardial infarction stages in ultrasound: A hybrid feature extraction paradigm (PART 2)

U. Rajendra Acharya, Dhanjoo N. Ghista, E. Y. K. Ng, 2016, Comput. Biol. Medicine.

Deep Learning Techniques for Automated Dementia Diagnosis Using Neuroimaging Modalities: A Systematic Review

M. A. Al-antari, Ruyan Tan, Oğuzhan Katar, 2024, IEEE Access.