Cardiac activity detection : a fast prototyping approach with health safety considerations

by Guo, Xufeng, Ser, Wee, Ong, Marcus Eng Hock
Published 2013

Managing emergency department crowding through improved triaging and resource allocation

by YANG, Kum Khiong, LAM, Sean Shao Wei, LOW, Joyce M. W., ONG, Marcus Eng Hock
Published 2016

Leveraging open data to reconstruct the Singapore Housing Index and other building-level markers of socioeconomic status for health services research

by Lim, Daniel Yan Zheng, Wong, Ting Hway, Feng, Mengling, Ong, Marcus Eng Hock, Ho, Andrew Fu Wah
Published 2022

Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection

by Liu, Nan, Koh, Zhi Xiong, Goh, Junyang, Lin, Zhiping, Haaland, Benjamin, Ting, Boon Ping, Ong, Marcus Eng Hock
Published 2014

An intelligent scoring system and its application to cardiac arrest prediction

by Liu, Nan, Lin, Zhiping, Cao, Jiuwen, Koh, Zhixiong, Zhang, Tongtong, Huang, Guang-Bin, Ser, Wee, Ong, Marcus Eng Hock
Published 2013

Ensemble-Based Risk Scoring with Extreme Learning Machine for Prediction of Adverse Cardiac Events

by Liu, Nan, Sakamoto, Jeffrey Tadashi, Cao, Jiuwen, Koh, Zhi Xiong, Ho, Andrew Fu Wah, Lin, Zhiping, Ong, Marcus Eng Hock
Published 2018

Determinants of health-related quality of life after out-of-hospital cardiac arrest (OHCA): a systematic review

by Pek, Pin Pin, Fan, Kai Cheng, Ong, Marcus Eng Hock, Luo, Nan, Østbye, Truls, Lim, Shir Lynn, Ho, Andrew Fuwah
Published 2023

Utilizing machine learning dimensionality reduction for risk stratification of chest pain patients in the emergency department

by Liu, Nan, Chee, Marcel Lucas, Koh, Zhi Xiong, Leow, Su Li, Ho, Andrew Fu Wah, Guo, Dagang, Ong, Marcus Eng Hock
Published 2022

Artificial Intelligence Applications for COVID-19 in Intensive Care and Emergency Settings: A Systematic Review

by Chee, Marcel Lucas, Ong, Marcus Eng Hock, Siddiqui, Fahad Javaid, Zhang, Zhongheng, Lim, Shir Lynn, Ho, Andrew Fu Wah, Liu, Nan
Published 2022

Improving Psychological Comfort of Paramedics for Field Termination of Resuscitation through Structured Training

by Bang, Chungli, Mao, Desmond Ren Hao, Cheng, Rebacca Chew Ying, Pek, Jen Heng, Gandhi, Mihir, Arulanandam, Shalini, Ong, Marcus Eng Hock, Quah, Stella
Published 2022

Strategies to improve implementation of cascade testing in hereditary cancer syndromes: a systematic review

by Chiang, Jianbang, Chua, Ziyang, Chan, Jia Ying, Sule, Ashita Ashish, Loke, Wan Hsein, Lum, Elaine, Ong, Marcus Eng Hock, Graves, Nicholas, Ngeow, Joanne
Published 2024

Prediction of cardiac arrest in critically ill patients presenting to the emergency department using a machine learning score incorporating heart rate variability compared with the...

by Ong, Marcus Eng Hock., Lee Ng, Christina Hui., Goh, Ken., Liu, Nan., Koh, Zhi Xiong., Shahidah, Nur., Zhang, Tongtong., Fook-Chong, Stephanie., Lin, Zhiping.
Published 2013

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

by Teoh, Seth En, Masuda, Yoshio, Tan, Darren Jun Hao, Liu, Nan, Morrison, Laurie J., Ong, Marcus Eng Hock, Blewer, Audrey L., Ho, Andrew Fu Wah
Published 2022

Leveraging machine learning techniques and engineering of multi-nature features for national daily regional ambulance demand prediction

by Lin, Adrian Xi, Ho, Andrew Fu Wah, Cheong, Kang Hao, Li, Zengxiang, Cai, Wentong, Chee, Marcel Lucas, Ng, Yih Yng, Xiao, Xiaokui, Ong, Marcus Eng Hock
Published 2021

Impact of COVID-19 on Out-of-Hospital Cardiac Arrest in Singapore

by Lim, Shir Lynn, Shahidah, Nur, Saffari, Seyed Ehsan, Ng, Qin Xiang, Ho, Andrew Fu Wah, Leong, Benjamin Sieu-Hon, Arulanandam, Shalini, Siddiqui, Fahad Javaid, Ong, Marcus Eng Hock
Published 2022

Incidence and outcomes of out-of-hospital cardiac arrest in singapore and Victoria : a collaborative study

by Lim, Shir Lynn, Smith, Karen, Dyson, Kylie, Chan, Siew Pang, Earnest, Arul, Nair, Resmi, Bernard, Stephen, Leong, Benjamin Sieu-Hon, Arulanandam, Shalini, Ng, Yih Yng, Ong, Marcus Eng Hock
Published 2021

Incidence and Outcomes of Out-of-Hospital Cardiac Arrest in Singapore and Victoria: A Collaborative Study

by Lim, Shir Lynn, Smith, Karen, Dyson, Kylie, Chan, Siew Pang, Earnest, Arul, Nair, Resmi, Bernard, Stephen, Leong, Benjamin Sieu-Hon, Arulanandam, Shalini, Ng, Yih Yng, Ong, Marcus Eng Hock
Published 2022

The effectiveness of public health interventions against COVID-19: Lessons from the Singapore experience

by Ansah, John P., Matchar, David Bruce, Shao Wei, Sean Lam, Low, Jenny G., Pourghaderi, Ahmad Reza, Siddiqui, Fahad Javaid, Min, Tessa Lui Shi, Wei-Yan, Aloysius Chia, Ong, Marcus Eng Hock
Published 2022

Benchmarking emergency department prediction models with machine learning and public electronic health records

by Xie, Feng, Zhou, Jun, Lee, Jin Wee, Tan, Mingrui, Li, Siqi, Logasan S/O Rajnthern, Chee, Marcel Lucas, Chakraborty, Bibhas, Wong, An-Kwok Ian, Dagan, Alon, Ong, Marcus Eng Hock, Gao, Fei, Liu, Nan
Published 2023

Impact of Cardiac Arrest Centers on the Survival of Patients With Nontraumatic Out-of-Hospital Cardiac Arrest: A Systematic Review and Meta-Analysis

by Yeo, Jun Wei, Ng, Zi Hui Celeste, Goh, Amelia Xin Chun, Gao, Jocelyn Fangjiao, Liu, Nan, Lam, Shao Wei Sean, Chia, Yew Woon, Perkins, Gavin D, Ong, Marcus Eng Hock, Ho, Andrew Fu Wah
Published 2022