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AutoScore: A Machine Learning-Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records

JMIR medical informatics, 2020-10, Vol.8 (10), p.e21798-e21798

2020

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Healthcare worker stress, anxiety and burnout during the COVID-19 pandemic in Singapore: A 6-month multi-centre prospective study

PloS one, 2021-10, Vol.16 (10), p.e0258866-e0258866

2021

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Dispatcher-assisted bystander cardiopulmonary resuscitation in a metropolitan city: A before–after population-based study

Resuscitation, 2014-01, Vol.85 (1), p.34-41

2014

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Application of ensemble machine learning algorithms on lifestyle factors and wearables for cardiovascular risk prediction

Scientific reports, 2022-01, Vol.12 (1), p.1033-1033, Article 1033

2022

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Effect of Dispatcher-Assisted Cardiopulmonary Resuscitation Program and Location of Out-of-Hospital Cardiac Arrest on Survival and Neurologic Outcome

Annals of emergency medicine, 2017-01, Vol.69 (1), p.52-61.e1

2017

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Variation in community and ambulance care processes for out-of-hospital cardiac arrest during the COVID-19 pandemic: a systematic review and meta-analysis

Scientific reports, 2022-01, Vol.12 (1), p.800-800, Article 800

2022

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Modeling Emergency Department crowding: Restoring the balance between demand for and supply of emergency medicine

PloS one, 2021-01, Vol.16 (1), p.e0244097-e0244097

2021

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Impact of the COVID-19 pandemic on the epidemiology of out-of-hospital cardiac arrest: a systematic review and meta-analysis

Annals of intensive care, 2021-12, Vol.11 (1), p.169-169, Article 169

2021

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Predicting 30-Day Readmissions: Performance of the LACE Index Compared with a Regression Model among General Medicine Patients in Singapore

BioMed research international, 2015-01, Vol.2015 (2015), p.1-6

2015

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Improved neurologically favorable survival after OHCA is associated with increased pre-hospital advanced airway management at the prefecture level in Japan

Scientific reports, 2022-11, Vol.12 (1), p.20498-20498, Article 20498

2022

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A Randomized Controlled Trial of Screening, Risk Modification and Physical Therapy to Prevent Falls among the Elderly Recently Discharged from the Emergency Department to the Community: the Steps to Avoid Falls in the Elderly Study

Archives of physical medicine and rehabilitation, 2017-06, Vol.98 (6), p.1086-1096

2017

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Development and validation of an interpretable clinical score for early identification of acute kidney injury at the emergency department

Scientific reports, 2022-05, Vol.12 (1), p.7111-7111, Article 7111

2022

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A before–after interventional trial of dispatcher-assisted cardio-pulmonary resuscitation for out-of-hospital cardiac arrests in Singapore

Resuscitation, 2016-05, Vol.102, p.85-93

2016

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Emergency department utilisation among older adults-Protocol for a systematic review of determinants and conceptual frameworks

PloS one, 2022-06, Vol.17 (6), p.e0265423-e0265423

2022

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Explainable artificial intelligence in emergency medicine: an overview

Clinical and Experimental Emergency Medicine, 2023, 10(4), , pp.354-362

2023

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A conceptual framework for Emergency department design in a pandemic

Scandinavian journal of trauma, resuscitation and emergency medicine, 2020-12, Vol.28 (1), p.118-118, Article 118

2020

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Epidemiology and outcomes from non-traumatic out-of-hospital cardiac arrest in Korea: A nationwide observational study

Resuscitation, 2010-08, Vol.81 (8), p.974-981

2010

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Out-of-hospital cardiac arrest: prehospital management

The Lancet (British edition), 2018-03, Vol.391 (10124), p.980-988

2018

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Towards proactive palliative care in oncology: developing an explainable EHR-based machine learning model for mortality risk prediction

BMC palliative care, 2024-05, Vol.23 (1), p.124-124, Article 124

2024

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Leveraging Large-Scale Electronic Health Records and Interpretable Machine Learning for Clinical Decision Making at the Emergency Department: Protocol for System Development and Validation

JMIR research protocols, 2022-03, Vol.11 (3), p.e34201-e34201

2022

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Wolf creek XVII part 4: Amplifying lay-rescuer response

Resuscitation plus, 2024-03, Vol.17, p.100547, Article 100547

2024

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Use of an automated, load-distributing band chest compression device for out-of-hospital cardiac arrest resuscitation

JAMA : the journal of the American Medical Association, 2006-06, Vol.295 (22), p.2629

2006

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Impact of Bystander Cardiopulmonary Resuscitation on Out-of-Hospital Cardiac Arrest Outcome in Vietnam

The western journal of emergency medicine, 2024-07, Vol.25 (4), p.507-520

2024

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The Relationship Between Air Pollution and All-Cause Mortality in Singapore

Atmosphere, 2020-01, Vol.11 (1), p.9

2020

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Poor performance of the modified early warning score for predicting mortality in critically ill patients presenting to an emergency department

World journal of emergency medicine, 2013-01, Vol.4 (4), p.273-277

2013

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AutoScore: A Machine Learning-Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records

Healthcare worker stress, anxiety and burnout during the COVID-19 pandemic in Singapore: A 6-month multi-centre prospective study

Dispatcher-assisted bystander cardiopulmonary resuscitation in a metropolitan city: A before–after population-based study

Application of ensemble machine learning algorithms on lifestyle factors and wearables for cardiovascular risk prediction

Effect of Dispatcher-Assisted Cardiopulmonary Resuscitation Program and Location of Out-of-Hospital Cardiac Arrest on Survival and Neurologic Outcome

Variation in community and ambulance care processes for out-of-hospital cardiac arrest during the COVID-19 pandemic: a systematic review and meta-analysis

Modeling Emergency Department crowding: Restoring the balance between demand for and supply of emergency medicine

Impact of the COVID-19 pandemic on the epidemiology of out-of-hospital cardiac arrest: a systematic review and meta-analysis

Predicting 30-Day Readmissions: Performance of the LACE Index Compared with a Regression Model among General Medicine Patients in Singapore

Improved neurologically favorable survival after OHCA is associated with increased pre-hospital advanced airway management at the prefecture level in Japan

A Randomized Controlled Trial of Screening, Risk Modification and Physical Therapy to Prevent Falls among the Elderly Recently Discharged from the Emergency Department to the Community: the Steps to Avoid Falls in the Elderly Study

Development and validation of an interpretable clinical score for early identification of acute kidney injury at the emergency department

A before–after interventional trial of dispatcher-assisted cardio-pulmonary resuscitation for out-of-hospital cardiac arrests in Singapore

Emergency department utilisation among older adults-Protocol for a systematic review of determinants and conceptual frameworks

Explainable artificial intelligence in emergency medicine: an overview

A conceptual framework for Emergency department design in a pandemic

Epidemiology and outcomes from non-traumatic out-of-hospital cardiac arrest in Korea: A nationwide observational study

Out-of-hospital cardiac arrest: prehospital management

Towards proactive palliative care in oncology: developing an explainable EHR-based machine learning model for mortality risk prediction

Leveraging Large-Scale Electronic Health Records and Interpretable Machine Learning for Clinical Decision Making at the Emergency Department: Protocol for System Development and Validation

Wolf creek XVII part 4: Amplifying lay-rescuer response

Use of an automated, load-distributing band chest compression device for out-of-hospital cardiac arrest resuscitation

Impact of Bystander Cardiopulmonary Resuscitation on Out-of-Hospital Cardiac Arrest Outcome in Vietnam

The Relationship Between Air Pollution and All-Cause Mortality in Singapore

Poor performance of the modified early warning score for predicting mortality in critically ill patients presenting to an emergency department

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