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Papers authored by Nan Liu

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2017 Beom-Seok Oh, Lei Sun, Chung Soo Ahn, Yong Kiang Yeo, Yan Yang, Nan Liu

, Zhiping Lin

Extreme learning machine based mutual information estimation with application to time-series change-points detection

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Sheng Ang Zhou, Andrew Fu Wah Ho, Marcus Eng Hock Ong, Nan Liu

, Pin Pin Pek, Yi Qing Wang, Tao Jin, Guang Zhao Yan, Nan Nan Han, Gang Li, Li Ming Xu, Wen Wei Cai

Electric bicycle-related injuries presenting to a provincial hospital in China

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Lian Leng Low, Nan Liu

, Marcus Eng Hock Ong, Eileen Yining Ng, Andrew Fu Wah Ho, Julian Thumboo, Kheng Hock Lee

Performance of the LACE index to identify elderly patients at high risk for hospital readmission in Singapore:

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Lian Leng Low, Nan Liu

, Kheng Hock Lee, Marcus Eng Hock Ong, Sijia Wang, Xuan Jing, Julian Thumboo

FAM-FACE-SG: a score for risk stratification of frequent hospital admitters

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Nan Liu

, Jeffrey Tadashi Sakamoto, Jiuwen Cao, Zhi Xiong Koh, Andrew Fu Wah Ho, Zhiping Lin, Marcus Eng Hock Ong

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

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2016 Lian Leng Low, Nan Liu

, Sijia Wang, Julian Thumboo, Marcus Eng Hock Ong, Kheng Hock Lee

Predicting 30-Day Readmissions in an Asian Population: Building a Predictive Model by Incorporating Markers of Hospitalization Severity

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Jeffrey Tadashi Sakamoto, Nan Liu

, Zhi Xiong Koh, Nicholas Xue Jin Fung, Micah Liam Arthur Heldeweg, Janson Cheng Ji Ng, Marcus Eng Hock Ong

Comparing HEART, TIMI, and GRACE scores for prediction of 30-day major adverse cardiac events in high acuity chest pain patients in the emergency department

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Lian Leng Low

, Nan Liu

, Sijia Wang, Julian Thumboo, Marcus Eng Hock Ong, Kheng Hock Lee

Predicting frequent hospital admission risk in Singapore: a retrospective cohort study to investigate the impact of comorbidities, acute illness burden and social determinants of health

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Pin Pek, En Yun Loy, Win Wah, Andrew Fu Wah Ho, Huili Zheng, Stephanie Man Chung Fook-Chong, Terrance Siang Jin Chua, Tian Hai Koh, Khuan Yew Chow, Nan Liu

, Marcus Eng Hock Ong

Reperfusion treatment delays amongst patients with painless ST segment elevation myocardial infarction

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Micah Liam Arthur Heldeweg, Nan Liu

, Zhi Xiong Koh, Stephanie Fook-Chong, Weng Kit Lye, Mark Harms, Marcus Eng Hock Ong

A novel cardiovascular risk stratification model incorporating ECG and heart rate variability for patients presenting to the emergency department with chest pain

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Lian Leng Low, Win Wah, Matthew Joo Ng, Shu Yun Tan, Nan Liu

, Kheng Hock Lee

Housing as a Social Determinant of Health in Singapore and Its Association with Readmission Risk and Increased Utilization of Hospital Services

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Andrew Fu Wah Ho, En Yun Loy, Pin Pin Pek, Win Wah, Timothy Xin Zhong Tan, Nan Liu

, Terrance Siang Jin Chua, Tian Hai Koh, Khuan Yew Chow, Marcus Eng Hock Ong

Emergency Medical Services Utilization among Patients with ST-Segment Elevation Myocardial Infarction: Observations from the Singapore Myocardial Infarction Registry

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Yih Yng Ng, Win Wah, Nan Liu

, Sheng Ang Zhou, Andrew Fu Wah Ho, Pin Pek, Sang Do Shin, Hideharu Tanaka, Nalinas Khunkhlai, Chih-Hao Lin, Kwanhathai Darin Wong, Wen Wei Cai, Marcus Eng Hock Ong

Associations between Gender and Cardiac Arrest Outcomes in Pan-Asian Out-of-Hospital Cardiac Arrest Patients

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Shu-Ling Chong, Su Yah Chew, Jasmine Xun Yi Feng, Penny Yun Lin Teo, Sock Teng Chin, Nan Liu

, Marcus Eng Hock Ong

A prospective surveillance of paediatric head injuries in Singapore: a dual-centre study

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2015 Tianchi Liu, Zhiping Lin, Marcus Eng Hock Ong, Zhi Xiong Koh, Pin Pek, Yong Kiang Yeo, Beom-Seok Oh, Andrew Fu Wah Ho, Nan Liu

Manifold ranking based scoring system with its application to cardiac arrest prediction: A retrospective study in emergency department patients

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Jiuwen Cao, Yanfei Zhao, Xiaoping Lai, Marcus Eng Hock Ong, Chun Yin, Zhi Xiong Koh, Nan Liu

Landmark Recognition with Sparse Representation Classification and Extreme Learning Machine

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Ah Chan, Sf Ho, Sm Fook-Chong, Sw Lian, N. Liu

, Me Ong

Characteristics of patients who made a return visit within 72 hours to the emergency department of a Singapore tertiary hospital

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Shu-Ling Chong, Sylvaine Barbier, Nan Liu

, Gene Yong-Kwang Ong, Kee Chong Ng, Marcus Eng Hock Ong

Predictors for moderate to severe paediatric head injury derived from a surveillance registry in the emergency department

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Shu-Ling Chong, Nan Liu

, Sylvaine Barbier, Marcus Eng Hock Ong

Predictive modeling in pediatric traumatic brain injury using machine learning

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Mirza Bilal, Zhiping Lin, Nan Liu

Ensemble of subset online sequential extreme learning machine for class imbalance and concept drift

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Papers authored by Nan Liu