Patient Outcome Prediction with Heart Rate Variability and Vital Signs. - Nan Liu 003; Zhiping Lin 001; Zhixiong Koh; Guang-Bin Huang; Wee Ser; Marcus Eng Hock Ong (J. Signal Process. Syst., 2011)

An Intelligent Scoring System and Its Application to Cardiac Arrest Prediction. - Nan Liu 003; Zhiping Lin 001; Jiuwen Cao; Zhixiong Koh; Tongtong Zhang; Guang-Bin Huang; Wee Ser; Marcus Eng Hock Ong (IEEE Trans. Inf. Technol. Biomed., 2012)

Risk Scoring for Prediction of Acute Cardiac Complications from Imbalanced Clinical Data. - Nan Liu 003; Zhixiong Koh; Eric Chern-Pin Chua; Licia Mei-Ling Tan; Zhiping Lin 001; Bilal Mirza; Marcus Eng Hock Ong (IEEE J. Biomed. Health Informatics, 2014)

Analysis of patient outcome using ECG and extreme learning machine ensemble. - Nan Liu 003; Jiuwen Cao; Zhixiong Koh; Zhiping Lin 001; Marcus Eng Hock Ong (DSP, 2015)

Effects of two new features of approximate entropy and sample entropy on cardiac arrest prediction. - Yumeng Gao; Zhiping Lin 001; Tongtong Zhang; Nan Liu 003; Tianchi Liu 001; Wee Ser; Zhixiong Koh; Marcus Eng Hock Ong (ISCAS, 2015)

Manifold ranking based scoring system with its application to cardiac arrest prediction: A retrospective study in emergency department patients. - Tianchi Liu 001; Zhiping Lin 001; Marcus Eng Hock Ong; Zhixiong Koh; Pin Pin Pek; Yong Kiang Yeo; Beom-Seok Oh; Andrew Fu Wah Ho; Nan Liu 003 (Comput. Biol. Medicine, 2015)

Landmark recognition with sparse representation classification and extreme learning machine. - Jiuwen Cao; Yanfei Zhao; Xiaoping Lai; Marcus Eng Hock Ong; Chun Yin; Zhixiong Koh; Nan Liu 003 (J. Frankl. Inst., 2015)

Ensemble-Based Risk Scoring with Extreme Learning Machine for Prediction of Adverse Cardiac Events. - Nan Liu 003; Jeffrey Tadashi Sakamoto; Jiuwen Cao; Zhixiong Koh; Andrew Fu Wah Ho; Zhiping Lin 001; Marcus Eng Hock Ong (Cogn. Comput., 2017)

Serial Heart Rate Variability Measures for Risk Prediction of Septic Patients in the Emergency Department. - Calvin Chiew; Han Wang 001; Marcus Eng Hock Ong; Ting Hway Wong; Zhixiong Koh; Nan Liu 003; Mengling Feng (AMIA, 2019)

Prediction of ROSC After Cardiac Arrest Using Machine Learning. - Nan Liu 003; Andrew Fu Wah Ho; Pin Pin Pek; Tsung-Chien Lu; Pairoj Khruekarnchana; Kyoung Jun Song; Hideharu Tanaka; Ghulam Yasin Naroo; Han Nee Gan; Zhixiong Koh; Huei-Ming Ma; Marcus Eng Hock Ong (MIE, 2020)

HRnV-Calc: A software package for heart rate n-variability and heart rate variability analysis. - Chenglin Niu; Dagang Guo; Marcus Eng Hock Ong; Zhixiong Koh; Andrew Fu Wah Ho; Zhiping Lin 001; Chengyu Liu 001; Gari D. Clifford; Nan Liu 003 (CoRR, 2021)

HRnV-Calc: A Software for Heart Rate n-Variability and Heart Rate Variability Analysis. - Chenglin Niu; Dagang Guo; Marcus Eng Hock Ong; Zhixiong Koh; Guerry Alexiane Laure Marie-Alix; Andrew Fu Wah Ho; Zhiping Lin 001; Chengyu Liu 001; Gari D. Clifford; Nan Liu 003 (J. Open Source Softw., 2023)