Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients
Oei, Chien Wei, Ng, Eddie Yin Kwee, Ng, Matthew Hok Shan, Tan, Ru-San, Chan, Yam Meng, Chan, Lai Gwen, Acharya, Udyavara Rajendra
Published in Sensors (Basel, Switzerland) (01.09.2023)
Published in Sensors (Basel, Switzerland) (01.09.2023)
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Journal Article
FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech
Tuncer, Turker, Dogan, Sengul, Baygin, Mehmet, Barua, Prabal Datta, Palmer, Elizabeth Emma, March, Sonja, Ciaccio, Edward J., Tan, Ru-San, Acharya, U. Rajendra
Published in Computers in biology and medicine (01.05.2024)
Published in Computers in biology and medicine (01.05.2024)
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Journal Article
Sex differences in proteomic correlates of coronary microvascular dysfunction among patients with heart failure and preserved ejection fraction
Chandramouli, Chanchal, Ting, Tay W., Tromp, Jasper, Agarwal, Anubha, Svedlund, Sara, Saraste, Antti, Hage, Camilla, Tan, Ru‐San, Beussink‐Nelson, Lauren, Lagerström Fermer, Maria, Gan, Li‐Ming, Lund, Lars, Shah, Sanjiv J., Lam, Carolyn S.P.
Published in European journal of heart failure (01.04.2022)
Published in European journal of heart failure (01.04.2022)
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Journal Article
Automated detection of pain levels using deep feature extraction from shutter blinds-based dynamic-sized horizontal patches with facial images
Barua, Prabal Datta, Baygin, Nursena, Dogan, Sengul, Baygin, Mehmet, Arunkumar, N., Fujita, Hamido, Tuncer, Turker, Tan, Ru-San, Palmer, Elizabeth, Azizan, Muhammad Mokhzaini Bin, Kadri, Nahrizul Adib, Acharya, U. Rajendra
Published in Scientific reports (14.10.2022)
Published in Scientific reports (14.10.2022)
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Journal Article
Automated Diabetic Retinopathy Detection Using Horizontal and Vertical Patch Division-Based Pre-Trained DenseNET with Digital Fundus Images
Kobat, Sabiha Gungor, Baygin, Nursena, Yusufoglu, Elif, Baygin, Mehmet, Barua, Prabal Datta, Dogan, Sengul, Yaman, Orhan, Celiker, Ulku, Yildirim, Hakan, Tan, Ru-San, Tuncer, Turker, Islam, Nazrul, Acharya, U Rajendra
Published in Diagnostics (Basel) (01.08.2022)
Published in Diagnostics (Basel) (01.08.2022)
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Journal Article
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
Erdem, Kenan, Kobat, Mehmet Ali, Bilen, Mehmet Nail, Balik, Yunus, Alkan, Sevim, Cavlak, Feyzanur, Poyraz, Ahmet Kursad, Barua, Prabal Datta, Tuncer, Ilknur, Dogan, Sengul, Baygin, Mehmet, Erten, Mehmet, Tuncer, Turker, Tan, Ru‐San, Acharya, U. Rajendra
Published in International journal of imaging systems and technology (01.07.2023)
Published in International journal of imaging systems and technology (01.07.2023)
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Journal Article
Normal Values of Myocardial Deformation Assessed by Cardiovascular Magnetic Resonance Feature Tracking in a Healthy Chinese Population: A Multicenter Study
Peng, Junping, Zhao, Xiaodan, Zhao, Lei, Fan, Zhanming, Wang, Zheng, Chen, Hui, Leng, Shuang, Allen, John, Tan, Ru-San, Koh, Angela S, Ma, Xiaohai, Lou, Mingwu, Zhong, Liang
Published in Frontiers in physiology (03.09.2018)
Published in Frontiers in physiology (03.09.2018)
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Journal Article
The mechanistic pathways of oxidative stress in aortic stenosis and clinical implications
Phua, Kailun, Chew, Nicholas Ws, Kong, William Kf, Tan, Ru-San, Ye, Lei, Poh, Kian-Keong
Published in Theranostics (01.01.2022)
Published in Theranostics (01.01.2022)
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Journal Article
An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds
Barua, Prabal Datta, Karasu, Mehdi, Kobat, Mehmet Ali, Balık, Yunus, Kivrak, Tarık, Baygin, Mehmet, Dogan, Sengul, Demir, Fahrettin Burak, Tuncer, Turker, Tan, Ru-San, Acharya, U. Rajendra
Published in Computers in biology and medicine (01.07.2022)
Published in Computers in biology and medicine (01.07.2022)
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Journal Article
ALEC: Active learning with ensemble of classifiers for clinical diagnosis of coronary artery disease
Khozeimeh, Fahime, Alizadehsani, Roohallah, Shirani, Milad, Tartibi, Mehrzad, Shoeibi, Afshin, Alinejad-Rokny, Hamid, Harlapur, Chandrashekhar, Sultanzadeh, Sayed Javed, Khosravi, Abbas, Nahavandi, Saeid, Tan, Ru-San, Acharya, U. Rajendra
Published in Computers in biology and medicine (01.05.2023)
Published in Computers in biology and medicine (01.05.2023)
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Journal Article
Familial Hypercholesterolemia in Asia Pacific: A Review of Epidemiology, Diagnosis, and Management in the Region
Kalra, Sanjay, Chen, Zhenyue, Deerochanawong, Chaicharn, Shyu, Kou-Gi, Tan, Ru San, Tomlinson, Brian, Yeh, Hung-I
Published in Journal of Atherosclerosis and Thrombosis (01.05.2021)
Published in Journal of Atherosclerosis and Thrombosis (01.05.2021)
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Journal Article
Recent Trends in Artificial Intelligence-Assisted Coronary Atherosclerotic Plaque Characterization
Gudigar, Anjan, Nayak, Sneha, Samanth, Jyothi, Raghavendra, U, A J, Ashwal, Barua, Prabal Datta, Hasan, Md Nazmul, Ciaccio, Edward J., Tan, Ru-San, Rajendra Acharya, U.
Published in International journal of environmental research and public health (23.09.2021)
Published in International journal of environmental research and public health (23.09.2021)
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Journal Article
Disproportionate left atrial myopathy in heart failure with preserved ejection fraction among participants of the PROMIS-HFpEF study
Patel, Ravi B., Lam, Carolyn S. P., Svedlund, Sara, Saraste, Antti, Hage, Camilla, Tan, Ru-San, Beussink-Nelson, Lauren, Tromp, Jasper, Sanchez, Cynthia, Njoroge, Joyce, Swat, Stanley A., Faxén, Ulrika Ljung, Fermer, Maria Lagerstrom, Venkateshvaran, Ashwin, Gan, Li-Ming, Lund, Lars H., Shah, Sanjiv J.
Published in Scientific reports (01.03.2021)
Published in Scientific reports (01.03.2021)
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Journal Article
Developing an EEG-based emotion recognition using ensemble deep learning methods and fusion of brain effective connectivity maps
Bagherzadeh, Sara, Shalbaf, Ahmad, Shoeibi, Afshin, Jafari, Mahboobeh, Tan, Ru San, Rajendra Acharya, U.
Published in IEEE access (01.01.2024)
Published in IEEE access (01.01.2024)
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Journal Article
Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals
Acharya, U Rajendra, Fujita, Hamido, Sudarshan, Vidya K, Oh, Shu Lih, Muhammad, Adam, Koh, Joel E W, Jen Hong Tan, Chua, Chua K, Kok Poo Chua, Ru San Tan
Published in Neural computing & applications (01.10.2017)
Published in Neural computing & applications (01.10.2017)
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Journal Article
Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: A review of the last decade
Abdollahi, Mirsaeed, Jafarizadeh, Ali, Ghafouri‐Asbagh, Amirhosein, Sobhi, Navid, Pourmoghtader, Keysan, Pedrammehr, Siamak, Asadi, Houshyar, Tan, Ru‐San, Alizadehsani, Roohallah, Acharya, U. Rajendra
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.11.2024)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.11.2024)
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Journal Article
High-Dose Daptomycin Therapy for Left-Sided Infective Endocarditis: a Prospective Study from the International Collaboration on Endocarditis
CARUGATI, Manuela, BAYER, Arnold S, FERNANDEZ-HIDALGO, Nuria, GROSSI, Paolo, TAN, Ru-San, HOLLAND, Thomas, FOWLER, Vance G, COREY, Ralph G, CHU, Vivian H, MIRO, Josè M, PARK, Lawrence P, GUIMARAES, Armenio C, SKOUTELIS, Athanasios, FORTES, Claudio Q, DURANTE-MANGONI, Emanuele, HANNAN, Margaret M, NACINOVICH, Francisco
Published in Antimicrobial Agents and Chemotherapy (01.12.2013)
Published in Antimicrobial Agents and Chemotherapy (01.12.2013)
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Journal Article
Cardiovascular magnetic resonance-assessed fast global longitudinal strain parameters add diagnostic and prognostic insights in right ventricular volume and pressure loading disease conditions
Leng, Shuang, Tan, Ru-San, Guo, Jiajun, Chai, Ping, Zhang, Gangcheng, Teo, Lynette, Ruan, Wen, Yeo, Tee Joo, Zhao, Xiaodan, Allen, John C, Tan, Ju Le, Yip, James W, Chen, Yucheng, Zhong, Liang
Published in Journal of cardiovascular magnetic resonance (01.04.2021)
Published in Journal of cardiovascular magnetic resonance (01.04.2021)
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Journal Article
Ventricular flow analysis and its association with exertional capacity in repaired tetralogy of Fallot: 4D flow cardiovascular magnetic resonance study
Zhao, Xiaodan, Hu, Liwei, Leng, Shuang, Tan, Ru-San, Chai, Ping, Bryant, Jennifer Ann, Teo, Lynette L S, Fortier, Marielle V, Yeo, Tee Joo, Ouyang, Rong Zhen, Allen, John C, Hughes, Marina, Garg, Pankaj, Zhang, Shuo, van der Geest, Rob J, Yip, James W, Tan, Teng Hong, Tan, Ju Le, Zhong, Yumin, Zhong, Liang
Published in Journal of cardiovascular magnetic resonance (03.01.2022)
Published in Journal of cardiovascular magnetic resonance (03.01.2022)
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