AIMC Topic: Singapore
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Characterising and predicting persistent high-cost utilisers in healthcare: a retrospective cohort study in Singapore.
BMJ open
Jan 6, 2020
OBJECTIVE: We aim to characterise persistent high utilisers (PHUs) of healthcare services, and correspondingly, transient high utilisers (THUs) and non-high utilisers (non-HUs) for comparison, to facilitate stratifying HUs for targeted intervention. ...
Detecting adverse drug reactions in discharge summaries of electronic medical records using Readpeer.
International journal of medical informatics
May 25, 2019
BACKGROUND: Hospital discharge summaries offer a potentially rich resource to enhance pharmacovigilance efforts to evaluate drug safety in real-world clinical practice. However, it is infeasible for experts to read through all discharge summaries to ...
Metabarcoding and machine learning analysis of environmental DNA in ballast water arriving to hub ports.
Environment international
Jan 17, 2019
While ballast water has long been linked to the global transport of invasive species, little is known about its microbiome. Herein, we used 16S rRNA gene sequencing and metabarcoding to perform the most comprehensive microbiological survey of ballast...
The utility of LASSO-based models for real time forecasts of endemic infectious diseases: A cross country comparison.
Journal of biomedical informatics
Feb 27, 2018
INTRODUCTION: Accurate and timely prediction for endemic infectious diseases is vital for public health agencies to plan and carry out any control methods at an early stage of disease outbreaks. Climatic variables has been identified as important pre...
Incidence
Models, Statistical
Taiwan
Singapore
Malaria
Japan
Climate
Wavelet Analysis
Communicable Disease Control
Communicable Diseases
Reproducibility of Results
Public Health
Disease Outbreaks
Thailand
Humans
Machine Learning
Algorithms
Forecasting
Dengue
Infectious Disease Medicine
Hand, Foot and Mouth Disease
Chickenpox
Occurrence and characteristics of extended-spectrum β-lactamase- and carbapenemase- producing bacteria from hospital effluents in Singapore.
The Science of the total environment
Oct 17, 2017
One of the most important resistance mechanisms in Gram-negative bacteria today is the production of enzymes causing resistance to cephalosporin and carbapenem antibiotics. The spread of extended-spectrum β-lactamases (ESBL)- and carbapenemase- produ...
Robotic hepatectomy: initial experience of a single institution in Singapore.
Singapore medical journal
Feb 4, 2016
INTRODUCTION: In this study, we report our initial experience with robotic hepatectomy.
Metabolic parameters in type 2 diabetic patients with varying degrees of glycemic control during Ramadan: An observational study.
Journal of diabetes investigation
Jun 17, 2015
AIMS/INTRODUCTION: The changes in metabolic parameters in type 2 diabetic patients who fast during Ramadan have not been studied in Singapore. This study aimed to examine the trends of glycated hemoglobin (HbA1c), systolic blood pressure, low-density...
Role of Brain Age Gap as a Mediator in the Relationship Between Cognitive Impairment Risk Factors and Cognition.
Neurology
Jul 22, 2025
BACKGROUND AND OBJECTIVES: Cerebrovascular disease (CeVD) and cognitive impairment risk factors contribute to cognitive decline, but the role of brain age gap (BAG) in mediating this relationship remains unclear, especially in Southeast Asian populat...
A deep-learning retinal aging biomarker for cognitive decline and incident dementia.
Alzheimer's & dementia : the journal of the Alzheimer's Association
Mar 1, 2025
INTRODUCTION: The utility of retinal photography-derived aging biomarkers for predicting cognitive decline remains under-explored.
Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs.
The Lancet. Digital health
May 1, 2021
BACKGROUND: Coronary artery calcium (CAC) score is a clinically validated marker of cardiovascular disease risk. We developed and validated a novel cardiovascular risk stratification system based on deep-learning-predicted CAC from retinal photograph...
Algorithms
Republic of Korea
Female
Aged
Adult
Humans
Deep Learning
ROC Curve
Predictive Value of Tests
Area Under Curve
Singapore
Male
Cardiovascular Diseases
Middle Aged
Risk Assessment
Kaplan-Meier Estimate
Coronary Artery Disease
Vascular Calcification
Retina
United Kingdom
Proportional Hazards Models
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