Ru-San Tan

172 papers B 2C 1Journal 125Unranked 44
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel approach using deep belief network patterns and attention binary decomposition for automated community emotion detection.
Biomed. Signal Process. Control.
Arif Metehan Yildiz, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Massimo Salvi, Ru-San Tan, U. Rajendra Acharya
2025 J jnl
A database of dentition images of Indian breed cattle and estimation of cattle's age using deep learning algorithms.
Eng. Appl. Artif. Intell.
Chinmay Vijay Patil, Ankit A. Bhurane, Preeti Ghasad, Vipin Milind Kamble, Manish Sharma, Anand Singh, Nareshkumar Nandeshwar, Ru-San Tan, U. Rajendra Acharya
2025 J jnl
A systematic review for artificial intelligence-driven assistive technologies to support children with neurodevelopmental disorders.
Inf. Fusion
Alen Shahini, Aditya Prabhakara Kamath, Ekta Sharma, Massimo Salvi, Ru-San Tan, Siuly Siuly, Silvia Seoni, Rahul Ganguly, Aruna Devi, Ravinesh C. Deo, Prabal Datta Barua, U. Rajendra Acharya
2025 J jnl
Application of Explainable Artificial Intelligence (XAI) Techniques in Patients With Intracranial Hemorrhage: A Systematic Review.
WIREs Data. Mining. Knowl. Discov.
Ali Kohan, Amir Zahedi, Roohallah Alizadehsani, Ru-San Tan, U. Rajendra Acharya
2025 J jnl
Application of transfer learning for biomedical signals: A comprehensive review of the last decade (2014-2024).
Inf. Fusion
Mahboobeh Jafari, Xiaohui Tao, Prabal Datta Barua, Ru-San Tan, U. Rajendra Acharya
2025 J jnl
Arrhythmia detection in multi-channel ECG images: vision transformer and explainable approaches.
Knowl. Based Syst.
Fatma Murat Duranay, Ender Murat, Oguzhan Katar, Yakup Demir, Ru-San Tan, Özal Yildirim, U. Rajendra Acharya
2025 J jnl
Artificial intelligence-based suicide prevention and prediction: A systematic review (2019-2023).
Inf. Fusion
Anirudh Atmakuru, Alen Shahini, Subrata Chakraborty, Silvia Seoni, Massimo Salvi, Abdul Hafeez-Baig, Sadaf Rashid, Ru-San Tan, Prabal Datta Barua, Filippo Molinari, U. Rajendra Acharya
2025 J jnl
Automated language detection system using Raussendorf lattice pattern features with EEG signals.
Signal Image Video Process.
Sengul Dogan, Turker Tuncer, Prabal Datta Barua, Ru-San Tan, U. Rajendra Acharya
2025 J jnl
ConcatNeXt: An automated blood cell classification with a new deep convolutional neural network.
Multim. Tools Appl.
Mehmet Erten, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2025 J jnl
Content-Based Brain Magnetic Resonance Image Retrieval and Classification With the Proposed Deep Learning and Tissue-Based System.
IEEE Access
Bedriye Dogan, Hursit Burak Mutlu, Muhammed Yildirim, Sercan Yalçin, Serpil Aslan, Niranjana Sampathila, Özal Yildirim, Edward J. Ciaccio, Ru-San Tan, U. Rajendra Acharya
2025 J jnl
Current and future roles of artificial intelligence in retinopathy of prematurity.
Artif. Intell. Rev.
Ali Jafarizadeh, Shadi Farabi Maleki, Parnia Pouya, Navid Sobhi, Mirsaeed Abdollahi, Siamak Pedrammehr, Chee Peng Lim, Houshyar Asadi, Roohallah Alizadehsani, Ru-San Tan, Sheikh Mohammed Shariful Islam, U. Rajendra Acharya
2025 J jnl
Deep learning techniques for automated Alzheimer's and mild cognitive impairment disease using EEG signals: A comprehensive review of the last decade (2013 - 2024).
Comput. Methods Programs Biomed.
Madhav R. Acharya, Ravinesh C. Deo, Xiaohui Tao, Prabal Datta Barua, Aruna Devi, Anirudh Atmakuru, Ru-San Tan
2025 J jnl
Deep learning techniques for automated coronary artery segmentation and coronary artery disease detection: A systematic review of the last decade (2013-2024).
Comput. Methods Programs Biomed.
Süleyman Yaman, Özkan Aslan, Hasan Güler, Abdulkadir Sengür, Abdul Hafeez-Baig, Ru-San Tan, Ravinesh C. Deo, Prabal Datta Barua, U. Rajendra Acharya
2025 — conf
Dual Correlation-Aware Mamba for Microvascular Obstruction Identification in Non-contrast Cine Cardiac Magnetic Resonance.
MICCAI (1)
Yige Yan, Jun Cheng, XuLei Yang, Shuang Leng, Ru-San Tan, Liang Zhong, Jagath C. Rajapakse
2025 J jnl
Fibromyalgia Detection and Diagnosis: A Systematic Review of Data-Driven Approaches and Clinical Implications.
IEEE Access
Anirudh Atmakuru, Subrata Chakraborty, Massimo Salvi, Oliver Faust, Prabal Datta Barua, Makiko Kobayashi, Ru-San Tan, Filippo Molinari, Abdul Hafeez-Baig, U. Rajendra Acharya
2025 J jnl
Gated-LNN: Gated Liquid Neural Networks for Accurate Water Quality Index Prediction and Classification.
IEEE Access
Sreeni Chadalavada, Süleyman Yaman, Abdulkadir Sengür, Abdul Hafeez-Baig, Ru-San Tan, Prabal Datta Barua, Ravinesh C. Deo, Makiko Kobayashi, U. Rajendra Acharya
2025 J jnl
MPTN: A video-based multi-point tracking network for atrioventricular junction detection and tracking in cardiovascular magnetic resonance imaging.
Comput. Methods Programs Biomed.
Shuang Leng, Jianguo Chen, XuLei Yang, Ru-San Tan, Ping Chai, Lynette L. Teo, James W. Yip, Ju Le Tan, Liang Zhong
2025 — conf
Spatiotemporal-Sensitive Network for Microvascular Obstruction Segmentation from Cine Cardiac Magnetic Resonance.
MICCAI (16)
Yang Yu, Christopher Kok, Jiahao Wang, Jun Cheng, Shuang Leng, Ru-San Tan, Liang Zhong, XuLei Yang
2025 J jnl
TQCPat: Tree Quantum Circuit Pattern-based Feature Engineering Model for Automated Arrhythmia Detection using PPG Signals.
J. Medical Syst.
Mehmet Ali Gelen, Turker Tuncer, Mehmet Baygin, Sengul Dogan, Prabal Datta Barua, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
Application of artificial intelligence techniques for non-alcoholic fatty liver disease diagnosis: A systematic review (2005-2023).
Comput. Methods Programs Biomed.
Hamed Zamanian, Ahmad Shalbaf, M. R. Zali, A. R. Khalaj, P. Dehghan, M. Tabesh, B. Hatami, Roohallah Alizadehsani, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
Artificial Intelligence and Diabetes Mellitus: An Inside Look Through the Retina.
CoRR
Yasin Sadeghi Bazargani, Majid Mirzaei, Navid Sobhi, Mirsaeed Abdollahi, Ali Jafarizadeh, Siamak Pedrammehr, Roohallah Alizadehsani, Ru-San Tan, Sheikh Mohammed Shariful Islam, U. Rajendra Acharya
2024 J jnl
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013-2023).
WIREs Data. Mining. Knowl. Discov.
Massimo Salvi, Madhav R. Acharya, Silvia Seoni, Oliver Faust, Ru-San Tan, Prabal Datta Barua, Salvador García, Filippo Molinari, U. Rajendra Acharya
2024 J jnl
Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: A review of the last decade.
WIREs Data. Mining. Knowl. Discov.
Mirsaeed Abdollahi, Ali Jafarizadeh, Amirhosein Ghafouri Asbagh, Navid Sobhi, Keysan Pourmoghtader, Siamak Pedrammehr, Houshyar Asadi, Ru-San Tan, Roohallah Alizadehsani, U. Rajendra Acharya
2024 J jnl
Automated System for the Detection of Heart Anomalies Using Phonocardiograms: A Systematic Review.
IEEE Access
Anjan Gudigar, U. Raghavendra, M. Maithri, Jyothi Samanth, Mahesh Anil Inamdar, Vidhya V., Jahmunah Vicnesh, Mukund A. Prabhu, Ru-San Tan, Chai Hong Yeong, Filippo Molinari, U. Rajendra Acharya
2024 J jnl
Automated anxiety detection using probabilistic binary pattern with ECG signals.
Comput. Methods Programs Biomed.
Mehmet Baygin, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Jen Hong Tan, Sonja March, Ru-San Tan, Filippo Molinari, U. Rajendra Acharya
2024 J jnl
Automated asthma detection in a 1326-subject cohort using a one-dimensional attractive-and-repulsive center-symmetric local binary pattern technique with cough sounds.
Neural Comput. Appl.
Prabal Datta Barua, Tugce Keles, Mutlu Kuluozturk, Mehmet Ali Kobat, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
Automated stenosis classification on invasive coronary angiography using modified dual cross pattern with iterative feature selection.
Multim. Tools Appl.
Mehmet Ali Kobat, Prabal Datta Barua, Turker Tuncer, Sengul Dogan, Tarik Kivrak, Yusuf Akin, Giliyar Muralidhar Bairy, Ru-San Tan, U. Rajendra Acharya
2024 — conf
Coarse-Grained Mask Regularization for Microvascular Obstruction Identification from Non-contrast Cardiac Magnetic Resonance.
MICCAI (1)
Yige Yan, Jun Cheng, XuLei Yang, Zaiwang Gu, Shuang Leng, Ru-San Tan, Liang Zhong, Jagath C. Rajapakse
2024 J jnl
Current and future roles of artificial intelligence in retinopathy of prematurity.
CoRR
Ali Jafarizadeh, Shadi Farabi Maleki, Parnia Pouya, Navid Sobhi, Mirsaeed Abdollahi, Siamak Pedrammehr, Chee Peng Lim, Houshyar Asadi, Roohallah Alizadehsani, Ru-San Tan, Sheikh Mohammed Shariful Islam, U. Rajendra Acharya
2024 J jnl
DCEnt-PredictiveNet: A novel explainable hybrid model for time series forecasting.
Neurocomputing
Vidya K. Sudarshan, Reshma A. Ramachandra, Smit Ojha, Ru-San Tan
2024 J jnl
DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals.
Knowl. Based Syst.
Serkan Kirik, Irem Tasci, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Mehmet Baygin, Ilknur Tuncer, Sengul Dogan, Turker Tuncer, Aruna Devi, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
Deep Learning Techniques for Automated Dementia Diagnosis Using Neuroimaging Modalities: A Systematic Review.
IEEE Access
Dilek Ozkan, Oguzhan Katar, Murat Ak, Mugahed A. Al-antari, Nehir Yasan-Ak, Özal Yildirim, Hasan Saeed Mir, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps.
IEEE Access
Sara Bagherzadeh, Ahmad Shalbaf, Afshin Shoeibi, Mahboobeh Jafari, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
Early prediction of sudden cardiac death using multimodal fusion of ECG Features extracted from Hilbert-Huang and wavelet transforms with explainable vision transformer and CNN models.
Comput. Methods Programs Biomed.
Hardik Telangore, Victor Azad, Manish Sharma, Ankit A. Bhurane, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images.
Multim. Tools Appl.
Prabal Datta Barua, Serkan Kirik, Sengul Dogan, Canan Koç, Fatih Özkaynak, Mehmet Baygin, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
ExHyptNet: An explainable diagnosis of hypertension using EfficientNet with PPG signals.
Expert Syst. Appl.
El-Sayed A. El-Dahshan, Mahmoud M. Bassiouni, Smith K. Khare, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech.
Comput. Biol. Medicine
Turker Tuncer, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Elizabeth Emma Palmer, Sonja March, Edward J. Ciaccio, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Review.
CoRR
Danial Sharifrazi, Nouman Javed, Javad Hassannataj Joloudari, Roohallah Alizadehsani, Prasad N. Paradkar, Ru-San Tan, U. Rajendra Acharya, Asim Bhatti
2024 J jnl
GCLP: An automated asthma detection model based on global chaotic logistic pattern using cough sounds.
Eng. Appl. Artif. Intell.
Mehmet Kiliç, Prabal Datta Barua, Tugce Keles, Arif Metehan Yildiz, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Mutlu Kuluozturk, Ru-San Tan, U. Rajendra Acharya
2024 J jnl
Novel tiny textural motif pattern-based RNA virus protein sequence classification model.
Expert Syst. Appl.
Mehmet Erten, Emrah Aydemir, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru-San Tan, Abdul Hafeez-Baig, U. Rajendra Acharya
2024 J jnl
Resource allocation problem and artificial intelligence: the state-of-the-art review (2009-2023) and open research challenges.
Multim. Tools Appl.
Javad Hassannataj Joloudari, Sanaz Mojrian, Hamid Saadatfar, Issa Nodehi, Fatemeh Fazl, Sahar Khanjani Shirkharkolaie, Roohallah Alizadehsani, Hussain Mohammed Dipu Kabir, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
ALEC: Active learning with ensemble of classifiers for clinical diagnosis of coronary artery disease.
Comput. Biol. Medicine
Fahime Khozeimeh, Roohallah Alizadehsani, Milad Shirani, Mehrzad Tartibi, Afshin Shoeibi, Hamid Alinejad-Rokny, Chandrashekhar Harlapur, Sayed Javed Sultanzadeh, Abbas Khosravi, Saeid Nahavandi, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
An accurate automated speaker counting architecture based on James Webb Pattern.
Eng. Appl. Artif. Intell.
Prabal Datta Barua, Arif Metehan Yildiz, Nida Canpolat, Tugce Keles, Sengul Dogan, Mehmet Baygin, Ilknur Tuncer, Turker Tuncer, Ru-San Tan, Hamido Fujita, U. Rajendra Acharya
2023 J jnl
Artificial Intelligence in Assessing Cardiovascular Diseases and Risk Factors via Retinal Fundus Images: A Review of the Last Decade.
CoRR
Mirsaeed Abdollahi, Ali Jafarizadeh, Amirhosein Ghafouri Asbagh, Navid Sobhi, Keysan Pourmoghtader, Siamak Pedrammehr, Houshyar Asadi, Roohallah Alizadehsani, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
Automated Adrenal Gland Disease Classes Using Patch-Based Center Symmetric Local Binary Pattern Technique with CT Images.
J. Digit. Imaging
Suat Kamil Sut, Mustafa Koc, Gokhan Zorlu, Ihsan Serhatlioglu, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
Automated EEG sentence classification using novel dynamic-sized binary pattern and multilevel discrete wavelet transform techniques with TSEEG database.
Biomed. Signal Process. Control.
Prabal Datta Barua, Tugce Keles, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Caner Feyzi Demir, Hamido Fujita, Ru-San Tan, Chui Ping Ooi, U. Rajendra Acharya
2023 J jnl
Automated Urine Cell Image Classification Model Using Chaotic Mixer Deep Feature Extraction.
J. Digit. Imaging
Mehmet Erten, Ilknur Tuncer, Prabal Datta Barua, Kubra Yildirim, Sengul Dogan, Turker Tuncer, Ru-San Tan, Hamido Fujita, U. Rajendra Acharya
2023 J jnl
Automated accurate detection of depression using twin Pascal's triangles lattice pattern with EEG Signals.
Knowl. Based Syst.
Gulay Tasci, Hui Wen Loh, Prabal Datta Barua, Mehmet Baygin, Burak Tasci, Sengul Dogan, Turker Tuncer, Elizabeth Emma Palmer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
Automated mental arithmetic performance detection using quantum pattern- and triangle pooling techniques with EEG signals.
Expert Syst. Appl.
Nursena Baygin, Emrah Aydemir, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 C conf
Deep Image Analysis for Microalgae Identification.
iiWAS
Jeffrey Soar, Shu Lih Oh, Hui Wen Loh, Aletha Ward, Ekta Sharma, Ravinesh C. Deo, Prabal Datta Barua, Ru-San Tan, Eliezer Rinen, U. Rajendra Acharya
2023 J jnl
Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients.
Sensors
Chien Wei Oei, Eddie-Yin-Kwee Ng, Matthew Hok Shan Ng, Ru-San Tan, Yam Meng Chan, Lai Gwen Chan, Udyavara Rajendra Acharya
2023 J jnl
Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds.
Eng. Appl. Artif. Intell.
Ihsan Topaloglu, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Sengul Dogan, Mehmet Baygin, Huseyin Fatih Gul, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
FF-BTP Model for Novel Sound-Based Community Emotion Detection.
IEEE Access
Arif Metehan Yildiz, Masayuki Tanabe, Makiko Kobayashi, Ilknur Tuncer, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
FGPat18: Feynman graph pattern-based language detection model using EEG signals.
Biomed. Signal Process. Control.
Serkan Kirik, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Caner Feyzi Demir, Tugce Keles, Arif Metehan Yildiz, Nursena Baygin, Ilknur Tuncer, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
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.
Int. J. Imaging Syst. Technol.
Kenan Erdem, Mehmet Ali Kobat, Mehmet Nail Bilen, Yunus Balik, Sevim Alkan, Feyzanur Cavlak, Ahmet Kursad Poyraz, Prabal Datta Barua, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Mehmet Erten, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal.
IEEE Access
Prabal Datta Barua, Makiko Kobayashi, Masayuki Tanabe, Mehmet Baygin, Jose Kunnel Paul, Thomas Iype, Sengul Dogan, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
Most complicated lock pattern-based seismological signal framework for automated earthquake detection.
Int. J. Appl. Earth Obs. Geoinformation
Suat Gokhan Ozkaya, Nursena Baygin, Prabal Datta Barua, Arvind R. Singh, Mohit Bajaj, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals.
Int. J. Mach. Learn. Cybern.
Prabal Datta Barua, Emrah Aydemir, Sengul Dogan, Mehmet Ali Kobat, Fahrettin Burak Demir, Mehmet Baygin, Turker Tuncer, Shu Lih Oh, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
NFSDense201: microstructure image classification based on non-fixed size patch division with pre-trained DenseNet201 layers.
Neural Comput. Appl.
Prabal Datta Barua, Sengul Dogan, Gurkan Kavuran, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
Solving the multiplication problem of a large language model system using a graph-based method.
CoRR
Turker Tuncer, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Abdul Hafeez-Baig, Ru-San Tan, Subrata Chakraborty, U. Rajendra Acharya
2023 J jnl
Swin-LBP: a competitive feature engineering model for urine sediment classification.
Neural Comput. Appl.
Mehmet Erten, Prabal Datta Barua, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
2023 J jnl
Uncertainty quantification in DenseNet model using myocardial infarction ECG signals.
Comput. Methods Programs Biomed.
V. Jahmunah, E. Y. K. Ng, Ru-San Tan, Shu Lih Oh, U. Rajendra Acharya
2022 J jnl
An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds.
Comput. Biol. Medicine
Prabal Datta Barua, Mehdi Karasu, Mehmet Ali Kobat, Yunus Balik, Tarik Kivrak, Mehmet Baygin, Sengül Dogan, Fahrettin Burak Demir, Türker Tuncer, Ru-San Tan, U. Rajendra Acharya
2022 J jnl
Application of photoplethysmography signals for healthcare systems: An in-depth review.
Comput. Methods Programs Biomed.
Hui Wen Loh, Shuting Xu, Oliver Faust, Ooi Chui Ping, Prabal Datta Barua, Subrata Chakraborty, Ru-San Tan, Filippo Molinari, U. Rajendra Acharya
2022 J jnl
Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detection.
Comput. Biol. Medicine
Nebras Sobahi, Abdulkadir Sengür, Ru-San Tan, U. Rajendra Acharya
2022 J jnl
Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals.
Comput. Biol. Medicine
Joel E. W. Koh, Ooi Chui Ping, Nikki S. J. Lim-Ashworth, Jahmunah Vicnesh, Hui Tian Tor, Shu Lih Oh, Ru-San Tan, U. Rajendra Acharya, Daniel Shuen Sheng Fung
2022 J jnl
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks.
CoRR
Bartosz Grabowski, Przemyslaw Glomb, Wojciech Masarczyk, Pawel Plawiak, Özal Yildirim, U. Rajendra Acharya, Ru-San Tan
2022 J jnl
Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals.
Comput. Biol. Medicine
V. Jahmunah, E. Y. K. Ng, Ru-San Tan, Shu Lih Oh, U. Rajendra Acharya
2022 J jnl
Heart rate variability for medical decision support systems: A review.
Comput. Biol. Medicine
Oliver Faust, Wanrong Hong, Hui Wen Loh, Shuting Xu, Ru-San Tan, Subrata Chakraborty, Prabal Datta Barua, Filippo Molinari, U. Rajendra Acharya
2022 J jnl
Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries.
Expert Syst. J. Knowl. Eng.
Roohallah Alizadehsani, Mohamad Roshanzamir, Moloud Abdar, Adham Beykikhoshk, Abbas Khosravi, Saeid Nahavandi, Pawel Plawiak, Ru-San Tan, U. Rajendra Acharya
2022 B conf
MANET: Mitral Annulus Point Tracking Network in Cardiac Magnetic Resonance.
ICIP
Jianguo Chen, XuLei Yang, Shuang Leng, Ru-San Tan, Zeng Zeng, Liang Zhong
2022 J jnl
Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques.
J. Imaging
Anjan Gudigar, U. Raghavendra, Jyothi Samanth, Chinmay Dharmik, Mokshagna Rohit Gangavarapu, Krishnananda Nayak, Edward J. Ciaccio, Ru-San Tan, Filippo Molinari, U. Rajendra Acharya
2022 J jnl
Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images.
Comput. Methods Programs Biomed.
Ela Kaplan, Erman Altunisik, Yasemin Ekmekyapar Firat, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Fahrettin Burak Demir, Turker Tuncer, Elizabeth Emma Palmer, Ru-San Tan, Ping Yu, Jeffrey Soar, Hamido Fujita, U. Rajendra Acharya
2022 J jnl
Resource allocation optimization using artificial intelligence methods in various computing paradigms: A Review.
CoRR
Javad Hassannataj Joloudari, Roohallah Alizadehsani, Issa Nodehi, Sanaz Mojrian, Fatemeh Fazl, Sahar Khanjani Shirkharkolaie, Hussain Mohammed Dipu Kabir, Ru-San Tan, U. Rajendra Acharya
2022 J jnl
Role of Four-Chamber Heart Ultrasound Images in Automatic Assessment of Fetal Heart: A Systematic Understanding.
Informatics
Anjan Gudigar, U. Raghavendra, Jyothi Samanth, Akhila Vasudeva, Ashwal A. A. J., Krishnananda Nayak, Ru-San Tan, Edward J. Ciaccio, Ooi Chui Ping, Prabal Datta Barua, Filippo Molinari, U. Rajendra Acharya
2022 J jnl
VEntNet: Hybrid deep convolutional neural network model for automated multi-class categorization of chest X-rays.
Int. J. Imaging Syst. Technol.
Vidya K. Sudarshan, Reshma A. Ramachandra, Nicole Si Min Tan, Smit Ojha, Ru-San Tan
2021 J jnl
Accurate detection of myocardial infarction using non linear features with ECG signals.
J. Ambient Intell. Humaniz. Comput.
Chaitra Sridhar, Shu Lih Oh, V. Jahmunah, Joel E. W. Koh, Edward J. Ciaccio, Ru-San Tan, Arunkumar N., Seifedine Nimer Kadry, U. Rajendra Acharya
2021 J jnl
Application of Petersen graph pattern technique for automated detection of heart valve diseases with PCG signals.
Inf. Sci.
Türker Tuncer, Sengül Dogan, Ru-San Tan, U. Rajendra Acharya
2021 J jnl
Automated arrhythmia detection with homeomorphically irreducible tree technique using more than 10, 000 individual subject ECG records.
Inf. Sci.
Mehmet Baygin, Türker Tuncer, Sengül Dogan, Ru-San Tan, U. Rajendra Acharya
2021 J jnl
Automated detection of chronic kidney disease using image fusion and graph embedding techniques with ultrasound images.
Biomed. Signal Process. Control.
Anjan Gudigar, U. Raghavendra, Jyothi Samanth, Mokshagna Rohit Gangavarapu, Abhilash Kudva, Ganesh Paramasivam, Krishnananda Nayak, Ru-San Tan, Filippo Molinari, Edward J. Ciaccio, U. Rajendra Acharya
2021 J jnl
Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals.
Comput. Biol. Medicine
V. Jahmunah, E. Y. K. Ng, Ru-San Tan, U. Rajendra Acharya
2021 J jnl
Automated detection of shockable ECG signals: A review.
Inf. Sci.
Mohamed Hammad, Kandala N. V. P. S. Rajesh, Amira Abdelatey, Moloud Abdar, Mariam Zomorodi Moghadam, Ru-San Tan, U. Rajendra Acharya, Joanna Plawiak, Ryszard Tadeusiewicz, Vladimir Makarenkov, Nizal Sarrafzadegan, Abbas Khosravi, Saeid Nahavandi, Ahmed A. Abd El-Latif, Pawel Plawiak
2021 J jnl
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020.
Comput. Biol. Medicine
Roohallah Alizadehsani, Abbas Khosravi, Mohamad Roshanzamir, Moloud Abdar, Nizal Sarrafzadegan, Davood Shafie, Fahime Khozeimeh, Afshin Shoeibi, Saeid Nahavandi, Maryam Panahiazar, Andrew Bishara, Ramin E. Beygui, Rishi Puri, Samir Kapadia, Ru-San Tan, U. Rajendra Acharya
2021 J jnl
Exploring deep features and ECG attributes to detect cardiac rhythm classes.
Knowl. Based Syst.
Fatma Murat, Özal Yildirim, Muhammed Talo, Yakup Demir, Ru-San Tan, Edward J. Ciaccio, U. Rajendra Acharya
2020 J jnl
A computational intelligence tool for the detection of hypertension using empirical mode decomposition.
Comput. Biol. Medicine
Desmond Chuang Kiat Soh, E. Y. K. Ng, V. Jahmunah, Shu Lih Oh, Ru-San Tan, U. Rajendra Acharya
2020 J jnl
Accurate deep neural network model to detect cardiac arrhythmia on more than 10, 000 individual subject ECG records.
Comput. Methods Programs Biomed.
Özal Yildirim, Muhammed Talo, Edward J. Ciaccio, Ru-San Tan, U. Rajendra Acharya
2020 J jnl
Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach.
Pattern Recognit. Lett.
Elham Nasarian, Moloud Abdar, Mohammad Amin Fahami, Roohallah Alizadehsani, Sadiq Hussain, Mohammad Ehsan Basiri, Mariam Zomorodi Moghadam, Xujuan Zhou, Pawel Plawiak, U. Rajendra Acharya, Ru-San Tan, Nizal Sarrafzadegan
2020 J jnl
Automated detection of severity of hypertension ECG signals using an optimal bi-orthogonal wavelet filter bank.
Comput. Biol. Medicine
Jaypal Singh Rajput, Manish Sharma, Ru-San Tan, U. Rajendra Acharya
2020 J jnl
Automated diagnostic tool for hypertension using convolutional neural network.
Comput. Biol. Medicine
Desmond Chuang Kiat Soh, E. Y. K. Ng, V. Jahmunah, Shu Lih Oh, Ru-San Tan, U. Rajendra Acharya
2020 J jnl
Automated pre-screening of arrhythmia using hybrid combination of Fourier-Bessel expansion and LSTM.
Comput. Biol. Medicine
Ashish Sharma, Niranjan Garg, Shivnarayan Patidar, Ru-San Tan, U. Rajendra Acharya
2020 J jnl
Classification of heart sound signals using a novel deep WaveNet model.
Comput. Methods Programs Biomed.
Shu Lih Oh, Jahmunah Vicnesh, Ooi Chui Ping, Ru-San Tan, Edward J. Ciaccio, Toshitaka Yamakawa, Masayuki Tanabe, Makiko Kobayashi, U. Rajendra Acharya
2020 J jnl
Comprehensive electrocardiographic diagnosis based on deep learning.
Artif. Intell. Medicine
Shu Lih Oh, Jahmunah Vicnesh, Ru-San Tan, Edward J. Ciaccio, Toshitaka Yamakawa, Masayuki Tanabe, Makiko Kobayashi, Oliver Faust, U. Rajendra Acharya
2020 J jnl
Corrigendum to 'Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation' Computer Methods and Programs in Biomedicine 175 (2019) 163-178.
Comput. Methods Programs Biomed.
U. Rajendra Acharya, Oliver Faust, Edward J. Ciaccio, Joel Koh En Wei, Shu Lih Oh, Ru-San Tan, Hasan Garan
2020 J jnl
Detection of shockable ventricular arrhythmia using optimal orthogonal wavelet filters.
Neural Comput. Appl.
Manish Sharma, Ru-San Tan, U. Rajendra Acharya
2020 J jnl
Local Preserving Class Separation Framework to Identify Gestational Diabetes Mellitus Mother Using Ultrasound Fetal Cardiac Image.
IEEE Access
Anjan Gudigar, Jyothi Samanth, U. Raghavendra, Chinmay Dharmik, Akhila Vasudeva, Padmakumar R, Ru-San Tan, Edward J. Ciaccio, Filippo Molinari, U. Rajendra Acharya
2020 J jnl
Model uncertainty quantification for diagnosis of each main coronary artery stenosis.
Soft Comput.
Roohallah Alizadehsani, Mohamad Roshanzamir, Moloud Abdar, Adham Beykikhoshk, Mohammad Hossein Zangooei, Abbas Khosravi, Saeid Nahavandi, Ru-San Tan, U. Rajendra Acharya
2020 J jnl
Three-dimensional biventricular strains in pulmonary arterial hypertension patients using hyperelastic warping.
Comput. Methods Programs Biomed.
Hua Zou, Shuang Leng, Xi Ce, Xiaodan Zhao, Angela S. Koh, Fei Gao, Ju Le Tan, Ru-San Tan, John Carson Allen, Lik Chuan Lee, Martin Genet, Liang Zhong
2019 — conf
A Multi-channel Deep Learning Approach for Segmentation of the Left Ventricular Endocardium from Cardiac Images.
EMBC
XuLei Yang, Gabriel Tjio, Feng Yang, Jie Ding, Senthil Kumar, Shuang Leng, Xiaodan Zhao, Ru-San Tan, Liang Zhong, Yi Su
2019 J jnl
A new approach for arrhythmia classification using deep coded features and LSTM networks.
Comput. Methods Programs Biomed.
Özal Yildirim, Ulas Baran Baloglu, Ru-San Tan, Edward J. Ciaccio, U. Rajendra Acharya
2019 J jnl
A new machine learning technique for an accurate diagnosis of coronary artery disease.
Comput. Methods Programs Biomed.
Moloud Abdar, Wojciech Ksiazek, U. Rajendra Acharya, Ru-San Tan, Vladimir Makarenkov, Pawel Plawiak
2019 J jnl
An efficient detection of congestive heart failure using frequency localized filter banks for the diagnosis with ECG signals.
Cogn. Syst. Res.
Ankit A. Bhurane, Manish Sharma, Ru-San Tan, U. Rajendra Acharya
2019 J jnl
Application of multiresolution analysis for automated detection of brain abnormality using MR images: A comparative study.
Future Gener. Comput. Syst.
Anjan Gudigar, U. Raghavendra, Ru-San Tan, Edward J. Ciaccio, U. Rajendra Acharya
2019 J jnl
Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation.
Comput. Methods Programs Biomed.
U. Rajendra Acharya, Oliver Faust, Edward J. Ciaccio, Joel Koh En Wei, Shu Lih Oh, Ru-San Tan, Hasan Garan
2019 J jnl
Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types.
Comput. Biol. Medicine
Shu Lih Oh, Eddie-Yin-Kwee Ng, Ru-San Tan, U. Rajendra Acharya
2019 J jnl
Automated detection of shockable and non-shockable arrhythmia using novel wavelet-based ECG features.
Comput. Biol. Medicine
Manish Sharma, Swapnil Singh, Abhishek Kumar, Ru-San Tan, U. Rajendra Acharya
2019 — conf
Automatic Segmentation of Coronary Artery Lumen via Anisotropic Graph-cuts.
EMBC
Min Wan, Libin Ma, Xiaodan Zhao, Shuang Leng, Jun-Mei Zhang, Ru-San Tan, Liang Zhong
2019 J jnl
Classification of myocardial infarction with multi-lead ECG signals and deep CNN.
Pattern Recognit. Lett.
Ulas Baran Baloglu, Muhammed Talo, Özal Yildirim, Ru-San Tan, U. Rajendra Acharya
2019 — conf
Classifying HCM Subtypes via Left Ventricular Two-Dimensional Curvature and Dynamic Time Wrapping.
CinC
Min Wan, Yuli Yang, Xiaodan Zhao, Shuang Leng, Jun-Mei Zhang, Ru-San Tan, Liang Zhong
2019 J jnl
Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals.
Appl. Intell.
U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam, Ru-San Tan
2019 — conf
Elevated Right Atrial Pressure Associated with Alteration of Left Ventricular Contractility and Ventricular-Arterial Coupling in Pulmonary Artery Hypertension.
EMBC
Xiaodan Zhao, Ru-San Tan, Ju Le Tan, Ping Chai, Lynette L. Teo, Marielle V. Fortier, Teng Hong Tan, Shuang Leng, Wen Ruan, Jun-Mei Zhang, Jennifer Ann Bryant, Jonathan Yap, Ching Ching Ong, Devinder Singh, Soo Teik Lim, James W. Yip, Yucheng Chen, Liang Zhong
2019 — conf
Feature Tracking for Ventricular Strain Assessment in Heart Failure with Preserved Ejection Fraction.
CinC
Liang Zhong, Shuang Leng, Xiaodan Zhao, Ru-San Tan
2019 J jnl
Global weighted LBP based entropy features for the assessment of pulmonary hypertension.
Pattern Recognit. Lett.
Anjan Gudigar, U. Raghavendra, Tom Devasia, Krishnananda Nayak, Sheik Mohammed Danish, Gautam Kamath, Jyothi Samanth, Umesh M. Pai, Vidya Nayak, Ru-San Tan, Edward J. Ciaccio, U. Rajendra Acharya
2019 — conf
Impaired Right Atrial Strain is Associated with Decompensated Hemodynamics in Pulmonary Arterial Hypertension.
CinC
Liang Zhong, Shuang Leng, Xiaodan Zhao, Ju Le Tan, Ru-San Tan
2019 — conf
Reconstructing Cardiac Shape via Constrained Voronoi Diagram and Cyclic Dynamic Time Wrapping From CMR.
CinC
Min Wan, Yuli Yang, Xiaodan Zhao, Shuang Leng, Jun-Mei Zhang, Ru-San Tan, Liang Zhong
2018 J jnl
A novel automated diagnostic system for classification of myocardial infarction ECG signals using an optimal biorthogonal filter bank.
Comput. Biol. Medicine
Manish Sharma, Ru-San Tan, U. Rajendra Acharya
2018 J jnl
An efficient compression of ECG signals using deep convolutional autoencoders.
Cogn. Syst. Res.
Özal Yildirim, Ru-San Tan, U. Rajendra Acharya
2018 J jnl
Analysis of three-dimensional endocardial and epicardial strains from cardiac magnetic resonance in healthy subjects and patients with hypertrophic cardiomyopathy.
Medical Biol. Eng. Comput.
Xiaodan Zhao, Ru-San Tan, Hak Chiaw Tang, Shuang Leng, Jun-Mei Zhang, Liang Zhong
2018 J jnl
Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals.
Comput. Biol. Medicine
Jen Hong Tan, Yuki Hagiwara, Winnie Pang, Ivy Lim, Shu Lih Oh, Muhammad Adam, Ru-San Tan, Ming Chen, U. Rajendra Acharya
2018 J jnl
Arrhythmia detection using deep convolutional neural network with long duration ECG signals.
Comput. Biol. Medicine
Özal Yildirim, Pawel Plawiak, Ru-San Tan, U. Rajendra Acharya
2018 J jnl
Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals.
Comput. Methods Programs Biomed.
Muhammad Adam, Shu Lih Oh, K. Vidya Sudarshan, Joel E. W. Koh, Yuki Hagiwara, Jen Hong Tan, Ru-San Tan, U. Rajendra Acharya
2018 J jnl
Automated detection of atrial fibrillation using long short-term memory network with RR interval signals.
Comput. Biol. Medicine
Oliver Faust, Alex Shenfield, Murtadha Kareem, Ru-San Tan, Hamido Fujita, U. Rajendra Acharya
2018 J jnl
Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats.
Comput. Biol. Medicine
Shu Lih Oh, Eddie-Yin-Kwee Ng, Ru-San Tan, U. Rajendra Acharya
2018 — conf
Cardiac Image Segmentation Using Memory Persistence Methodology.
EMBC
XuLei Yang, Yi Su, Shuang Leng, Yong Yeo, Feng Yang, Ru-San Tan, Liang Zhong
2018 — conf
Characterization of Pulmonary Arterial Hypertension Using Right Ventricular Regional Curvedness Derived From CMR Imaging.
CinC
Soo Kng Teo, Xiaodan Zhao, Ru-San Tan, Liang Zhong, Yi Su
2018 — conf
Comparison of Image Acquisition Techniques in Four-Dimensional Flow Cardiovascular MR on 3 Tesla in Volunteers and Tetralogy of Fallot Patients.
EMBC
Jun-Mei Zhang, Ru-San Tan, Shuo Zhang, Rob J. van der Geest, Pankaj Garg, Bao Ru Leong, Jennifer Bryant, Tarinee Tangcharoen, Xiaodan Zhao, Ju Le Tan, Jos J. M. Westenberg, Liang Zhong
2018 — conf
Computational Platform Based on Deep Learning for Segmenting Ventricular Endocardium in Long-axis Cardiac MR Imaging.
EMBC
Shuang Leng, XuLei Yang, Xiaodan Zhao, Zeng Zeng, Yi Su, Angela S. Koh, David Sim, Ju Le Tan, Ru-San Tan, Liang Zhong
2018 J jnl
Computer-aided diagnosis of atrial fibrillation based on ECG Signals: A review.
Inf. Sci.
Yuki Hagiwara, Hamido Fujita, Shu Lih Oh, Jen Hong Tan, Ru-San Tan, Edward J. Ciaccio, U. Rajendra Acharya
2018 — conf
Coronary Artery Segmentation by Deep Learning Neural Networks on Computed Tomographic Coronary Angiographic Images.
EMBC
Weimin Huang, Lu Huang, Zhiping Lin, Su Huang, Yanling Chi, Jiayin Zhou, Junmei Zhang, Ru-San Tan, Liang Zhong
2018 J jnl
Multi-dimensional proprio-proximus machine learning for assessment of myocardial infarction.
Comput. Medical Imaging Graph.
Feng Yang, XuLei Yang, Soo Kng Teo, Gary Kee Khoon Lee, Liang Zhong, Ru-San Tan, Yi Su
2018 — conf
Reconstruction of Patient-Specific Left Atrial Geometry From CMR Imaging.
CinC
Soo Kng Teo, Xiaodan Zhao, Ru-San Tan, Liang Zhong, Yi Su
2017 J jnl
A deep convolutional neural network model to classify heartbeats.
Comput. Biol. Medicine
U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam, Arkadiusz Gertych, Ru-San Tan
2017 J jnl
Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals.
Biomed. Signal Process. Control.
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
2017 J jnl
Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study.
Inf. Sci.
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
2017 J jnl
Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signals.
Comput. Biol. Medicine
K. Vidya Sudarshan, U. Rajendra Acharya, Shu Lih Oh, Muhammad Adam, Jen Hong Tan, Chua Kuang Chua, Chua Kok Poo, Ru-San Tan
2017 — conf
Characterization of Hypertrophic Cardiomyopathy using Left Ventricular Regional Wall Thickness derived from CMR Imaging.
CinC
Soo Kng Teo, Xiaodan Zhao, Ru-San Tan, Liang Zhong, Yi Su
2017 — conf
Comparison of Left Ventricular Curvedness Derived from CMR Imaging with the Wall Motion Score Index for Male Patients after First-time Myocardial Infarction.
CinC
Soo Kng Teo, Xiaodan Zhao, Ru-San Tan, Liang Zhong, Yi Su
2017 — conf
Stenosis detection and quantification on cardiac CTCA using panoramic MIP of coronary arteries.
EMBC
Yanling Chi, Weimin Huang, Jiayin Zhou, Kyaw Kyar Toe, Jun-Mei Zhang, Philip Wong, Soo Teik Lim, Ru-San Tan, Liang Zhong
2016 — conf
A 65-nm 0.35-V 7.1-μW memory-less adaptive PCG processor for wearable long-term cardiac monitoring.
A-SSCC
Chao Wang, Jianmin Zhang, Jun Zhou, Xin Liu, Ru-San Tan, Liang Zhong, Kevin T. C. Chai
2016 J jnl
An integrated index for automated detection of infarcted myocardium from cross-sectional echocardiograms using texton-based features (Part 1).
Comput. Biol. Medicine
K. Vidya Sudarshan, U. Rajendra Acharya, E. Y. K. Ng, Ru-San Tan, Siaw Meng Chou, Dhanjoo N. Ghista
2016 — conf
Atrioventricular junction (AVJ) motion tracking: A software tool with ITK/VTK/Qt.
EMBC
Pengdong Xiao, Shuang Leng, Xiaodan Zhao, Hua Zou, Ru-San Tan, Philip Wong, Liang Zhong
2016 J jnl
Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads.
Knowl. Based Syst.
U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Shu Lih Oh, Muhammad Adam, Joel E. W. Koh, Jen Hong Tan, Dhanjoo N. Ghista, Roshan Joy Martis, Chua Kuang Chua, Chua Kok Poo, Ru-San Tan
2016 J jnl
Cardiac image segmentation by random walks with dynamic shape constraint.
IET Comput. Vis.
XuLei Yang, Yi Su, Rubing Duan, Haijin Fan, Si Yong Yeo, Calvin Chi-Wan Lim, Liang Zhong, Ru-San Tan
2016 — conf
Characterization of patient-specific biventricular mechanics in heart failure with preserved ejection fraction: Hyperelastic warping.
EMBC
Hua Zou, Xiaodan Zhao, Xi Ce, Lik Chuan Lee, Martin Genet, Yi Su, Ru-San Tan, Liang Zhong
2016 J jnl
Data mining framework for identification of myocardial infarction stages in ultrasound: A hybrid feature extraction paradigm (PART 2).
Comput. Biol. Medicine
K. Sudarshan Vidya, U. Rajendra Acharya, E. Y. K. Ng, Ru-San Tan, Siaw Meng Chou, Dhanjoo N. Ghista
2016 — conf
Statistical Left Ventricular Deformation Analysis.
CinC
Si Yong Yeo, XuLei Yang, Like Gobeawan, Soo Kng Teo, Liang Zhong, Ru-San Tan, Yi Su
2015 — conf
A Composite of Features for Learning-Based Coronary Artery Segmentation on Cardiac CT Angiography.
MLMI
Yanling Chi, Weimin Huang, Jiayin Zhou, Liang Zhong, Swee Yaw Tan, Keng Yung Jih Felix, Low Choon Seng Sheon, Ru-San Tan
2015 J jnl
An integrated index for detection of Sudden Cardiac Death using Discrete Wavelet Transform and nonlinear features.
Knowl. Based Syst.
U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Vinitha S. Sree, Wei Jie Eugene Lim, Dhanjoo N. Ghista, Ru-San Tan
2015 — conf
Automatic Generation of Surface Meshes for Right Ventricle with 1-to-1 Vertex Correspondence from Cine-MR Images.
CinC
Yi Su, May-Ling Tan, Soo Kng Teo, Liang Zhong, Ru-San Tan
2015 — conf
Automatic generation of endocardial surface meshes with 1-to-1 correspondence from cine-MR images.
Computer-Aided Diagnosis
Yi Su, Soo Kng Teo, Chi-Wan Lim, Liang Zhong, Ru-San Tan
2015 — conf
Automatic localization of mitral valve orifice in three-dimensional left cardiac model.
EMBC
Min Wan, Liang Zhong, Jun-Mei Zhang, Xiaodan Zhao, Ru-San Tan, Wei Huang, Xiaofeng Wan
2015 J jnl
Computer-aided diagnosis of Myocardial Infarction using ultrasound images with DWT, GLCM and HOS methods: A comparative study.
Comput. Biol. Medicine
K. Sudarshan Vidya, E. Y. K. Ng, U. Rajendra Acharya, Siaw Meng Chou, Ru-San Tan, Dhanjoo N. Ghista
2015 — conf
Computer-based assessment of right ventricular regional ejection fraction in patients with repaired Tetralogy of Fallot.
Computer-Aided Diagnosis
Soo Kng Teo, S. T. Wong, May-Ling Tan, Yi Su, Liang Zhong, Ru-San Tan
2015 — conf
Computer-based assessment of ventricular mechanical synchrony from magnetic resonance imaging.
EMBC
Xiaodan Zhao, Shuang Leng, Ru-San Tan, Liang Zhong
2015 — conf
Novel method for atrioventricular motion assessment from three-dimensional cine magnetic resonance imaging.
EMBC
Shuang Leng, Xiaodan Zhao, Ru-San Tan, Liang Zhong
2015 — conf
Quantification of coronary artery Stenosis by Area Stenosis from cardiac CT angiography.
EMBC
Jiayin Zhou, Weimin Huang, Yanling Chi, Yuping Duan, Liang Zhong, Xiaodan Zhao, Junmei Zhang, Wei Xiong, Ru-San Tan, Kyaw Kyar Toe
2014 — conf
Automated Algorithm for Computing Left Ventricle Volume Changes from Cine-MR Images.
CinC
Soo Kng Teo, Min Wan, Calvin Chi-Wan Lim, Liang Zhong, Ru-San Tan, Yi Su
2014 — conf
Automatic Correction of Motion Artifacts in 4D Left Ventricle Model Reconstructed from MRI.
CinC
Yi Su, May-Ling Tan, Calvin Chi-Wan Lim, Soo Kng Teo, Senthil Kumar Selvaraj, Min Wan, Liang Zhong, Ru-San Tan
2014 — conf
Characterization and quantification of curvature using independent coordinates method in the human left ventricle by magnetic resonance imaging to identify the morphology subtype of hypertrophy cardiomyopathy.
EMBC
Liang Zhong, Xiaodan Zhao, Min Wan, Jun-Mei Zhang, Boyang Su, Hak Chiaw Tang, Ru-San Tan
2014 — conf
Computer-based assessment of left ventricular regional ejection fraction in patients after myocardial infarction.
Computer-Aided Diagnosis
Soo Kng Teo, Yi Su, Ru-San Tan, Liang Zhong
2014 — conf
Graph-cuts based reconstructing patient specific right ventricle: First human study.
EMBC
Liang Zhong, Min Wan, Yi Su, Soo Kng Teo, Calvin Chi-Wan Lim, Xiaodan Zhao, Jun-Mei Zhang, Boyang Su, Ju Le Tan, Ru-San Tan
2014 — conf
Left ventricle segmentation by dynamic shape constrained random walks.
EMBC
XuLei Yang, Yi Su, Min Wan, Si Yong Yeo, Calvin Chi-Wan Lim, Sum Thai Wong, Liang Zhong, Ru-San Tan
2014 — conf
Left ventricular regional shape dynamics analysis by three-dimensional cardiac magnetic resonance imaging associated with left ventricular function in first-time myocardial infarction patients.
EMBC
Min Wan, Soo Kng Teo, XuLei Yang, Jun-Mei Zhang, Xiaodan Zhao, Wong Sum Thai, Calvin Chi-Wan Lim, Liang Zhong, Ru-San Tan, Yi Su
2014 J jnl
Numerical simulation of patient-specific left ventricular model with both mitral and aortic valves by FSI approach.
Comput. Methods Programs Biomed.
Boyang Su, Liang Zhong, Xi-Kun Wang, Jun-Mei Zhang, Ru-San Tan, John Carson Allen, Soon Keat Tan, Sangho Kim, Hwa Liang Leo
2013 — conf
Area stenosis associated with non-invasive fractional flow reserve obtained from coronary CT images.
EMBC
Jun-Mei Zhang, Tong Luo, Yunlong Huo, Min Wan, Terrance Chua, Ru-San Tan, Ghassan S. Kassab, Swee Yaw Tan, Liang Zhong
2013 — conf
Computer-based assessment of left ventricular wall stiffness in patients with ischemic dilated cardiomyopathy.
Computer-Aided Diagnosis
Yi Su, Soo Kng Teo, Ru-San Tan, Chi-Wan Lim, Liang Zhong
2013 — conf
Effects of Stenosis on the Porcine Left Anterior Descending Arterial Tree.
EMBC
Liang Zhong, Boyang Su, Jun-Mei Zhang, Yunlong Huo, Hwa Liang Leo, Ghassan S. Kassab, Ru-San Tan
2013 — conf
FSI simulation of intra-ventricular flow in patient-specific ventricular model with both mitral and aortic valves.
EMBC
Liang Zhong, Boyang Su, Jun-Mei Zhang, Hwa Liang Leo, Ru-San Tan
2013 — conf
Reconstructing patient-specific cardiac models from contours via Delaunay triangulation and graph-cuts.
EMBC
Min Wan, Calvin Chi-Wan Lim, Junmei Zhang, Yi Su, Si Yong Yeo, Desheng Wang, Ru-San Tan, Liang Zhong
2013 — conf
Regional Comparison of Left Ventricle Systolic Wall Stress Reveals Intraregional Uniformity in Healthy Subjects.
CinC
Soo Kng Teo, Si Yong Yeo, May-Ling Tan, Calvin Chi-Wan Lim, Liang Zhong, Ru-San Tan, Yi Su
2013 B conf
Right Ventricle Segmentation by Temporal Information Constrained Gradient Vector Flow.
SMC
XuLei Yang, Si Yong Yeo, Yi Su, Calvin Chi-Wan Lim, Min Wan, Liang Zhong, Ru-San Tan
2012 J jnl
A geometrical approach for evaluating left ventricular remodeling in myocardial infarct patients.
Comput. Methods Programs Biomed.
Yi Su, Liang Zhong, Calvin Chi-Wan Lim, Dhanjoo N. Ghista, Terrance Chua, Ru-San Tan
2009 J jnl
A curvature-based approach for left ventricular shape analysis from cardiac magnetic resonance imaging.
Medical Biol. Eng. Comput.
Si Yong Yeo, Liang Zhong, Yi Su, Ru-San Tan, Dhanjoo N. Ghista