Machine Learning Modeling to Predict Atrial Fibrillation Detection in Embolic Stroke of Undetermined Source Patients.

Autor: Ming C; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Lee GJW; Department of Statistics and Data Science, Faculty of Science, National University of Singapore, Singapore 117546, Singapore., Teo YH; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Teo YN; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Toh EMS; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Li TYW; Department of Cardiology, National University Heart Centre, Singapore 119074, Singapore., Guo CY; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Ding J; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Zhou X; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Teoh HL; Division of Neurology, Department of Medicine, National University Hospital, Singapore 119074, Singapore., Seow SC; Department of Cardiology, National University Heart Centre, Singapore 119074, Singapore., Yeo LLL; Division of Neurology, Department of Medicine, National University Hospital, Singapore 119074, Singapore., Sia CH; Department of Cardiology, National University Heart Centre, Singapore 119074, Singapore., Lip GYH; Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool L14 3PE, UK.; Danish Center for Health Services Research, Department of Clinical Medicine, Aalborg University, 9220 Aalborg, Denmark., Motani M; Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore.; N.1 Institute for Health, National University of Singapore, Singapore 117456, Singapore.; Institute for Digital Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore.; Institute of Data Science, National University of Singapore, Singapore 117602, Singapore., Tan BY; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore.; Division of Neurology, Department of Medicine, National University Hospital, Singapore 119074, Singapore.

Publikováno v: Journal of personalized medicine [J Pers Med] 2024 May 16; Vol. 14 (5). Date of Electronic Publication: 2024 May 16.

Left Ventricular Diastolic Dysfunction Is Associated with Poor Functional Outcomes after Endovascular Thrombectomy.

Autor: Li TYW; Department of Cardiology, National University Heart Centre Singapore, 1E Kent Ridge Road, NUHS Tower Block Level 9, Singapore 119228, Singapore., Toh EMS; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore., Koh YY; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore., Leow AST; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore., Chan BPL; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.; Division of Neurology, Department of Medicine, National University Health System, Singapore 119228, Singapore., Teoh HL; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.; Division of Neurology, Department of Medicine, National University Health System, Singapore 119228, Singapore., Seet RCS; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.; Division of Neurology, Department of Medicine, National University Health System, Singapore 119228, Singapore., Gopinathan A; Division of Interventional Radiology, Department of Diagnostic Imaging, National University Health System, Singapore 119228, Singapore., Yang C; Division of Interventional Radiology, Department of Diagnostic Imaging, National University Health System, Singapore 119228, Singapore., Sharma VK; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.; Division of Neurology, Department of Medicine, National University Health System, Singapore 119228, Singapore., Yeo LLL; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.; Division of Neurology, Department of Medicine, National University Health System, Singapore 119228, Singapore., Chan MY; Department of Cardiology, National University Heart Centre Singapore, 1E Kent Ridge Road, NUHS Tower Block Level 9, Singapore 119228, Singapore.; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore., Kong WKF; Department of Cardiology, National University Heart Centre Singapore, 1E Kent Ridge Road, NUHS Tower Block Level 9, Singapore 119228, Singapore.; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore., Poh KK; Department of Cardiology, National University Heart Centre Singapore, 1E Kent Ridge Road, NUHS Tower Block Level 9, Singapore 119228, Singapore.; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore., Tan BYQ; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.; Division of Neurology, Department of Medicine, National University Health System, Singapore 119228, Singapore., Sia CH; Department of Cardiology, National University Heart Centre Singapore, 1E Kent Ridge Road, NUHS Tower Block Level 9, Singapore 119228, Singapore.; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.

Publikováno v: Journal of cardiovascular development and disease [J Cardiovasc Dev Dis] 2024 Mar 05; Vol. 11 (3). Date of Electronic Publication: 2024 Mar 05.

Letter: Deep Neural Networks Can Accurately Detect Blood Loss and Hemorrhage Control Task Success from Video.

Autor: Toh EMS; Yong Loo Lin School of Medicine, National University of Singapore, Singapore , Singapore., Ng KJ; Yong Loo Lin School of Medicine, National University of Singapore, Singapore , Singapore., Motani M; Department of Electrical & Computer Engineering, College of Design and Engineering, National University of Singapore, Singapore.; N.1 Institute for Health, National University of Singapore, Singapore , Singapore.; Institute of Data Science, National University of Singapore, Singapore , Singapore.; Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Lim MJR; Division of Neurosurgery, University Surgical Cluster, National University Hospital, Singapore , Singapore.

Publikováno v: Neurosurgery [Neurosurgery] 2023 Sep 01; Vol. 93 (3), pp. e79-e80. Date of Electronic Publication: 2023 Jul 18.

Association of Hearing Aids and Cochlear Implants With Cognitive Decline and Dementia: A Systematic Review and Meta-analysis.

Autor: Yeo BSY; Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Song HJJMD; Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Toh EMS; Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Ng LS; Department of Otorhinolaryngology-Head and Neck Surgery, National University Hospital, Singapore., Ho CSH; Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Ho R; Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Institute of Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore., Merchant RA; Geriatric Medicine, Department of Medicine, National University Hospital, Singapore.; Department of Medicine, Yong Loo Lin School of Medicine, National University Singapore, Singapore., Tan BKJ; Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Loh WS; Department of Otorhinolaryngology-Head and Neck Surgery, National University Hospital, Singapore.

Publikováno v: JAMA neurology [JAMA Neurol] 2023 Feb 01; Vol. 80 (2), pp. 134-141.

Impact of Traditional and Non-Traditional Lipid Parameters on Outcomes after Intravenous Thrombolysis in Acute Ischemic Stroke.

Autor: Ming C; Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Toh EMS; Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Yap QV; Department of Biostatistics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Yeo LLL; Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore.; Division of Neurology, Department of Medicine, National University Health System, Singapore 119074, Singapore., Sia CH; Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore.; Department of Cardiology, National University Heart Centre, Singapore 119074, Singapore., Ho AFW; Department of Emergency Medicine, Singapore General Hospital, Singapore 169608, Singapore.; Pre-Hospital and Emergency Research Centre, Duke-NUS Medical School, Singapore 169857, Singapore., Chan YH; Department of Biostatistics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore., Nastar FA; Division of Endocrinology, Department of Medicine, National University Health System, Singapore 119074, Singapore., Lim AYL; Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore.; Division of Endocrinology, Department of Medicine, National University Health System, Singapore 119074, Singapore., Tan BYQ; Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore.; Division of Neurology, Department of Medicine, National University Health System, Singapore 119074, Singapore.

Publikováno v: Journal of clinical medicine [J Clin Med] 2022 Dec 01; Vol. 11 (23). Date of Electronic Publication: 2022 Dec 01.