Lin Z - Search Results

1

Risk scoring for prediction of acute cardiac complications from imbalanced clinical data.

Liu N, Koh ZX, Chua EC, Tan LM, Lin Z, Mirza B, Ong ME. Liu N, et al. Among authors: lin z. IEEE J Biomed Health Inform. 2014 Nov;18(6):1894-902. doi: 10.1109/JBHI.2014.2303481. IEEE J Biomed Health Inform. 2014. PMID: 25375686

2

Heart rate variability risk score for prediction of acute cardiac complications in ED patients with chest pain.

Ong ME, Goh K, Fook-Chong S, Haaland B, Wai KL, Koh ZX, Shahidah N, Lin Z. Ong ME, et al. Among authors: lin z. Am J Emerg Med. 2013 Aug;31(8):1201-7. doi: 10.1016/j.ajem.2013.05.005. Epub 2013 Jun 10. Am J Emerg Med. 2013. PMID: 23763936

3

An intelligent scoring system and its application to cardiac arrest prediction.

Liu N, Lin Z, Cao J, Koh Z, Zhang T, Huang GB, Ser W, Ong ME. Liu N, et al. Among authors: lin z. IEEE Trans Inf Technol Biomed. 2012 Nov;16(6):1324-31. doi: 10.1109/titb.2012.2212448. IEEE Trans Inf Technol Biomed. 2012. PMID: 24218703

4

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

Liu N, Koh ZX, Goh J, Lin Z, Haaland B, Ting BP, Ong ME. Liu N, et al. Among authors: lin z. BMC Med Inform Decis Mak. 2014 Aug 23;14:75. doi: 10.1186/1472-6947-14-75. BMC Med Inform Decis Mak. 2014. PMID: 25150702 Free PMC article.

5

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

Liu T, Lin Z, Ong ME, Koh ZX, Pek PP, Yeo YK, Oh BS, Ho AF, Liu N. Liu T, et al. Among authors: lin z. Comput Biol Med. 2015 Dec 1;67:74-82. doi: 10.1016/j.compbiomed.2015.10.001. Epub 2015 Oct 24. Comput Biol Med. 2015. PMID: 26498047

6

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 modified early warning score.

Ong ME, Lee Ng CH, Goh K, Liu N, Koh ZX, Shahidah N, Zhang TT, Fook-Chong S, Lin Z. Ong ME, et al. Among authors: lin z. Crit Care. 2012 Jun 21;16(3):R108. doi: 10.1186/cc11396. Crit Care. 2012. PMID: 22715923 Free PMC article.

7

Validation of a risk scoring model for prediction of acute cardiac complications in chest pain patients presenting to the Emergency Department.

Liu N, Goh J, Lin Z, Koh ZX, Fook-Chong S, Haaland B, Wai KL, Ting BP, Shahidah N, Ong ME. Liu N, et al. Among authors: lin z. Int J Cardiol. 2014 Oct 20;176(3):1091-3. doi: 10.1016/j.ijcard.2014.07.122. Epub 2014 Aug 2. Int J Cardiol. 2014. PMID: 25125019 No abstract available.

8

Risk stratification for prediction of adverse coronary events in emergency department chest pain patients with a machine learning score compared with the TIMI score.

Liu N, Lee MA, Ho AF, Haaland B, Fook-Chong S, Koh ZX, Pek PP, Chua EC, Ting BP, Lin Z, Ong ME. Liu N, et al. Among authors: lin z. Int J Cardiol. 2014 Dec 20;177(3):1095-7. doi: 10.1016/j.ijcard.2014.09.199. Epub 2014 Oct 7. Int J Cardiol. 2014. PMID: 25449521 No abstract available.

9

Meta-cognitive online sequential extreme learning machine for imbalanced and concept-drifting data classification.

Mirza B, Lin Z. Mirza B, et al. Among authors: lin z. Neural Netw. 2016 Aug;80:79-94. doi: 10.1016/j.neunet.2016.04.008. Epub 2016 Apr 28. Neural Netw. 2016. PMID: 27187873

10

An observational, prospective study exploring the use of heart rate variability as a predictor of clinical outcomes in pre-hospital ambulance patients.

Ong ME, Padmanabhan P, Chan YH, Lin Z, Overton J, Ward KR, Fei DY. Ong ME, et al. Among authors: lin z. Resuscitation. 2008 Sep;78(3):289-97. doi: 10.1016/j.resuscitation.2008.03.224. Epub 2008 Jun 17. Resuscitation. 2008. PMID: 18562073 Clinical Trial.

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