Search Results - "Tan, Wei Ying"

Application of ensemble machine learning algorithms on lifestyle factors and wearables for cardiovascular risk prediction by Huang, Weiting, Ying, Tan Wei, Chin, Woon Loong Calvin, Baskaran, Lohendran, Marcus, Ong Eng Hock, Yeo, Khung Keong, Kiong, Ng See

“…This study looked at novel data sources for cardiovascular risk prediction including detailed lifestyle questionnaire and continuous blood pressure monitoring,…”
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Using Domain Knowledge and Data-Driven Insights for Patient Similarity Analytics by Oei, Ronald Wihal, Fang, Hao Sen Andrew, Tan, Wei-Ying, Hsu, Wynne, Lee, Mong-Li, Tan, Ngiap-Chuan

“…Patient similarity analytics has emerged as an essential tool to identify cohorts of patients who have similar clinical characteristics to some specific…”
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Predictors of HbA1c treatment response to add-on medication following metformin monotherapy: a population-based cohort study by Tan, Wei Ying, Hsu, Wynne, Lee, Mong Li, Tan, Ngiap Chuan

“…Evidence on the influence of patient characteristics on HbA 1c treatment response for add-on medications in patients with type 2 diabetes (T2D) is unclear…”
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Diabetes medication recommendation system using patient similarity analytics by Tan, Wei Ying, Gao, Qiao, Oei, Ronald Wihal, Hsu, Wynne, Lee, Mong Li, Tan, Ngiap Chuan

“…Type-2 diabetes mellitus (T2DM) is a medical condition in which oral medications avail to patients to curb their hyperglycaemia after failed dietary therapy…”
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The effect of oral diabetes medications on glycated haemoglobin (HbA1c) in Asians in primary care: a retrospective cohort real-world data study by Fang, Hao Sen Andrew, Gao, Qiao, Tan, Wei Ying, Lee, Mong Li, Hsu, Wynne, Tan, Ngiap Chuan

“…Clinical trials have demonstrated that initiating oral anti-diabetic drugs (OADs) significantly reduce glycated hemoglobin (HbA1c) levels. However, variability…”
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Patient similarity analytics for explainable clinical risk prediction by Fang, Hao Sen Andrew, Tan, Ngiap Chuan, Tan, Wei Ying, Oei, Ronald Wihal, Lee, Mong Li, Hsu, Wynne

“…Abstract Background Clinical risk prediction models (CRPMs) use patient characteristics to estimate the probability of having or developing a particular…”
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Delays in diagnosis and treatment initiation for congenital cytomegalovirus infection - Why we need universal screening by Alifieraki, Styliani, Payne, Helen, Hathaway, Chantal, Tan, Rachel Wei Ying, Lyall, Hermione

“…Introduction Congenital cytomegalovirus (cCMV) is the leading cause of neurodevelopmental and hearing impairment from in-utero infection. Late diagnosis…”
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Integration of articulatory knowledge and voicing features based on DNN/HMM for Mandarin speech recognition by Tan, Ying-Wei, Liu, Wen-Ju, Jiang, Wei, Zheng, Hao

“…Speech production knowledge has been used to enhance the phonetic representation and the performance of automatic speech recognition (ASR) systems…”
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Enhanced power-normalized features for mandarin robust speech recognition based on a voiced-unvoiced-silence decision by Ying-Wei Tan, Wen-Ju Liu, Zhan-Lei Yang, Ming-Ming Chen

“…Power-normalized features have been shown to improve the performance of English large vocabulary continuous speech recognition under different acoustic…”
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A Machine Learning Approach for Early Diagnosis of Cognitive Impairment Using Population-Based Data by Tan, Wei Ying, Hargreaves, Carol, Chen, Christopher, Hilal, Saima

“…The major mechanisms of dementia and cognitive impairment are vascular and neurodegenerative processes. Early diagnosis of cognitive impairment can facilitate…”
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Incremental Value of Multidomain Risk Factors for Dementia Prediction: A Machine Learning Approach by Tan, Wei Ying, Hargreaves, Carol Anne, Dawe, Gavin S., Hsu, Wynne, Lee, Mong Li, Vipin, Ashwati, Kandiah, Nagaendran, Hilal, Saima

“…•What is the primary question addressed by this study?This study aims to assess the incremental value of five predictor domains (clinical and medical history,…”
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Heterogeneous Convolutional Recurrent Neural Network with Attention Mechanism and Feature Aggregation for Voice Activity Detection by Tan, YingWei, Ding, XueFeng

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Predictors of HbA 1c treatment response to add-on medication following metformin monotherapy: a population-based cohort study by Tan, Wei Ying, Hsu, Wynne, Lee, Mong Li, Tan, Ngiap Chuan

“…Evidence on the influence of patient characteristics on HbA treatment response for add-on medications in patients with type 2 diabetes (T2D) is unclear. This…”
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Improving the predictive capability of Framingham Risk Score for the risk of myocardial infarction based on coronary artery calcium score in healthy Singaporeans by Yeo, Ching, Allen, John, Huang, Weiting, Tan, Wei, Kong, Ching, Yeo, Khung

“…Introduction: Cardiovascular disease was the top cause of deaths and disability in Singapore in 2018, contributing extensively to the local healthcare burden…”
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Hybrid SVM/HMM architectures for statistical model-based voice activity detection by Ying-Wei Tan, Wen-Ju Liu, Wei Jiang, Hao Zheng

“…The decision function of support vector machine (SVM) using the likelihood ratios (LRs) is successfully used for statistical model-based voice activity…”
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IκB kinase Mediating the Downregulation of p53 and p21 by Lipopolysaccharide in Human Papillomavirus 16^＋ Cervical Cancer Cells by Zhi-Hui Tan Yu Zhang Yan Tian Wei Tan Ying-Hua Li

“…Background：Cervical cancer is the second most common cancer of woman in the world,and human papillomavirus （HPV） infection plays an important role in the…”
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Convolutional Recurrent Neural Network with Attention Mechanism and Feature Aggregation for Voice Activity Detection by Tan, YingWei, Ding, XueFeng

“…Voice activity detection (VAD) is a fundamental prerequisite for speech tasks, including automatic speech recognition (ASR). Conventional supervised VAD…”
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Heterogeneous Network Framework with Attention Mechanism of Speech Enhancement for Car Intelligent Cockpit Speech Recognition by Tan, YingWei, Ding, XueFeng

“…The success of deep learning has significantly benefited single-channel speech enhancement in terms of intelligibility and perceptual quality. Traditional…”
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One-Pot Synthesis of Tetrafluoro- and Tetrachlorofluorescein Derivatives and Their Stabilization by ,6-Cyclodextrin by LI-Li Tan Ying-Wei Yang Yi-Pu Liu Sean Xiao-An Zhang

“…A highly efficient one-pot procedure for the preparation of fluorescein-based dyes with relatively high yield was investigated. Significantly, introduction of…”
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A malware detection model based on a negative selection algorithm with penalty factor by Zhang, PengTao, Wang, Wei, Tan, Ying

“…A malware detection model based on a negative selection algorithm with penalty factor （NSAPF） is proposed in this paper. This model extracts a malware…”
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