Search Results - "Ong, Eng Hock Marcus"

AutoScore: A Machine Learning-Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records by Xie, Feng, Chakraborty, Bibhas, Ong, Marcus Eng Hock, Goldstein, Benjamin Alan, Liu, Nan

“…Risk scores can be useful in clinical risk stratification and accurate allocations of medical resources, helping health providers improve patient care…”
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Healthcare worker stress, anxiety and burnout during the COVID-19 pandemic in Singapore: A 6-month multi-centre prospective study by Teo, Irene, Chay, Junxing, Cheung, Yin Bun, Sung, Sharon C, Tewani, Komal G, Yeo, Li Fang, Yang, Grace Meijuan, Pan, Fang Ting, Ng, Jin Ying, Abu Bakar Aloweni, Fazila, Ang, Hui Gek, Ayre, Tracy Carol, Chai-Lim, Crystal, Chen, Robert Chun, Heng, Ai Ling, Nadarajan, Gayathri Devi, Ong, Marcus Eng Hock, See, Brian, Soh, Chai Rick, Tan, Boon Kiat Kenneth, Tan, Bien Soo, Tay, Kenny Xian Khing, Wijaya, Limin, Tan, Hiang Khoon

“…Aim The long-term stress, anxiety and job burnout experienced by healthcare workers (HCWs) are important to consider as the novel coronavirus disease…”
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Dispatcher-assisted bystander cardiopulmonary resuscitation in a metropolitan city: A before–after population-based study by Song, Kyoung Jun, Shin, Sang Do, Park, Chang Bae, Kim, Joo Yeong, Kim, Do Kyun, Kim, Chu Hyun, Ha, So Young, Eng Hock Ong, Marcus, Bobrow, Bentley J, McNally, Bryan

“…Abstract Background The goal of this study was to determine the effects of dispatcher-assisted bystander cardiopulmonary resuscitation (DA-CPR) on outcomes of…”
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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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Effect of Dispatcher-Assisted Cardiopulmonary Resuscitation Program and Location of Out-of-Hospital Cardiac Arrest on Survival and Neurologic Outcome by Ro, Young Sun, MD, DrPH, Shin, Sang Do, MD, PhD, Lee, Yu Jin, MD, Lee, Seung Chul, MD, PhD, Song, Kyoung Jun, MD, PhD, Ryoo, Hyun Wook, MD, PhD, Ong, Marcus Eng Hock, MD, McNally, Bryan, MD, MPH, Bobrow, Bentley, MD, Tanaka, Hideharu, MD, Myklebust, Helge, BEng, Birkenes, Tonje Søraas, PhD

“…Study objective We study the effect of a nationwide dispatcher-assisted cardiopulmonary resuscitation (CPR) program on out-of-hospital cardiac arrest outcomes…”
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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 by Masuda, Yoshio, Teoh, Seth En, Yeo, Jun Wei, Tan, Darren Jun Hao, Jimian, Daryl Lin, Lim, Shir Lynn, Ong, Marcus Eng Hock, Blewer, Audrey L., Ho, Andrew Fu Wah

“…Bystander cardiopulmonary resuscitation (BCPR), early defibrillation and timely treatment by emergency medical services (EMS) can double the chance of survival…”
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Modeling Emergency Department crowding: Restoring the balance between demand for and supply of emergency medicine by Ansah, John Pastor, Ahmad, Salman, Lee, Lin Hui, Shen, Yuzeng, Ong, Marcus Eng Hock, Matchar, David Bruce, Schoenenberger, Lukas

“…Emergency Departments (EDs) worldwide are confronted with rising patient volumes causing significant strains on both Emergency Medicine and entire healthcare…”
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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 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

“…Background The coronavirus disease 2019 (COVID-19) pandemic has significantly influenced epidemiology, yet its impact on out-of-hospital cardiac arrest (OHCA)…”
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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 by Onoe, Atsunori, Kajino, Kentaro, Daya, Mohamud R., Nakamura, Fumiko, Nakajima, Mari, Kishimoto, Masanobu, Sakuramoto, Kazuhito, Muroya, Takashi, Ikegawa, Hitoshi, Hock Ong, Marcus Eng, Kuwagata, Yasuyuki

“…Out-of-hospital cardiac arrest (OHCA) has high incidence and mortality. The survival benefit of pre-hospital advanced airway management (AAM) for OHCA remains…”
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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 by Matchar, David B., MD, Duncan, Pamela W., PhD, PT, Lien, Christopher T.C., MBBS, MPA, Hock Ong, Marcus Eng, MBBS, MPH, Lee, Mina, MASc, Gao, Fei, PhD, Sim, Rita, BSc, Eom, Kirsten, MPH

“…Abstract Objective To evaluate the effectiveness of a multifactorial, tailored program of physical therapy to reduce the occurrence of falls among a…”
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Development and validation of an interpretable clinical score for early identification of acute kidney injury at the emergency department by Ang, Yukai, Li, Siqi, Ong, Marcus Eng Hock, Xie, Feng, Teo, Su Hooi, Choong, Lina, Koniman, Riece, Chakraborty, Bibhas, Ho, Andrew Fu Wah, Liu, Nan

“…Acute kidney injury (AKI) in hospitalised patients is a common syndrome associated with poorer patient outcomes. Clinical risk scores can be used for the early…”
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A before–after interventional trial of dispatcher-assisted cardio-pulmonary resuscitation for out-of-hospital cardiac arrests in Singapore by Harjanto, Sumitro, Na, May Xue Bi, Hao, Ying, Ng, Yih Yng, Doctor, Nausheen, Goh, E. Shaun, Leong, Benjamin Sieu-Hon, Gan, Han Nee, Chia, Michael Yih Chong, Tham, Lai Peng, Cheah, Si Oon, Shahidah, Nur, Hock, Marcus Ong Eng

“…Abstract Aim To evaluate the effects of a comprehensive dispatcher-assisted CPR (DACPR) training program on bystander CPR (BCPR) rate and the outcomes of…”
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Predicting 30-Day Readmissions: Performance of the LACE Index Compared with a Regression Model among General Medicine Patients in Singapore by Liu, Nan, Tan, Shu Yun, Wang, Sijia, Ong, Marcus Eng Hock, Lee, Kheng Hock, Low, Lian Leng, Thumboo, Julian

“…The LACE index (length of stay, acuity of admission, Charlson comorbidity index, CCI, and number of emergency department visits in preceding 6 months) derived…”
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Emergency department utilisation among older adults-Protocol for a systematic review of determinants and conceptual frameworks by Tang, Xuan Rong, Zarisfi, Faraz, Pek, Pin Pin, Siddiqui, Fahad Javaid, Malhotra, Rahul, Kwan, Yu Heng, Ling, Tiah, Ho, Andrew Fu Wah, Ong, Marcus Eng Hock

“…Older adults aged 65 years and above have a disproportionately higher utilization of emergency healthcare, of which Emergency Department (ED) visits are a key…”
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Explainable artificial intelligence in emergency medicine: an overview by Okada, Yohei, Ning, Yilin, Ong, Marcus Eng Hock

“…Artificial intelligence (AI) and machine learning (ML) have potential to revolutionize emergency medical care by enhancing triage systems, improving diagnostic…”
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A conceptual framework for Emergency department design in a pandemic by Nadarajan, Gayathri Devi, Omar, Eunizar, Abella, Benjamin S, Hoe, Pei Shan, Do Shin, Sang, Ma, Matthew Huei-Ming, Ong, Marcus Eng Hock

“…The current COVID-19 pandemic is highlighting gaps around the world in the design and workflow of Emergency Departments (ED). These gaps have an impact on both…”
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Poor performance of the modified early warning score for predicting mortality in critically ill patients presenting to an emergency department by Ho, Le Onn, Li, Huihua, Shahidah, Nur, Koh, Zhi Xiong, Sultana, Papia, Hock Ong, Marcus Eng

“…BACKGROUND:This study was undertaken to validate the use of the modified early warning score(MEWS) as a predictor of patient mortality and intensive care…”
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Epidemiology and outcomes from non-traumatic out-of-hospital cardiac arrest in Korea: A nationwide observational study by Ahn, Ki Ok, Shin, Sang Do, Suh, Gil Joon, Cha, Won Chul, Song, Kyoung Jun, Kim, Soo Jin, Lee, Eui Jung, Ong, Marcus Eng Hock

“…Abstract Objectives We aimed to describe the epidemiological features and to determine the predictors for survival to discharge of non-traumatic…”
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Towards proactive palliative care in oncology: developing an explainable EHR-based machine learning model for mortality risk prediction by Zhuang, Qingyuan, Zhang, Alwin Yaoxian, Cong, Ryan Shea Tan Ying, Yang, Grace Meijuan, Neo, Patricia Soek Hui, Tan, Daniel Sw, Chua, Melvin Lk, Tan, Iain Beehuat, Wong, Fuh Yong, Eng Hock Ong, Marcus, Shao Wei Lam, Sean, Liu, Nan

“…Ex-ante identification of the last year in life facilitates a proactive palliative approach. Machine learning models trained on electronic health records (EHR)…”
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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 by Liu, Nan, Xie, Feng, Siddiqui, Fahad Javaid, Ho, Andrew Fu Wah, Chakraborty, Bibhas, Nadarajan, Gayathri Devi, Tan, Kenneth Boon Kiat, Ong, Marcus Eng Hock

“…There is a growing demand globally for emergency department (ED) services. An increase in ED visits has resulted in overcrowding and longer waiting times. The…”
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