Παρακολούθηση
Nan LIU, PhD
Nan LIU, PhD
Duke-NUS Medical School
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα duke-nus.edu.sg - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Voting based extreme learning machine
J Cao, Z Lin, GB Huang, N Liu
Information Sciences 185 (1), 66-77, 2012
4072012
Ensemble based extreme learning machine
N Liu, H Wang
IEEE Signal Processing Letters 17 (8), 754-757, 2010
3112010
Ensemble of subset online sequential extreme learning machine for class imbalance and concept drift
B Mirza, Z Lin, N Liu
Neurocomputing 149, 316-329, 2015
1862015
Large language models in health care: Development, applications, and challenges
R Yang, TF Tan, W Lu, AJ Thirunavukarasu, DSW Ting, N Liu
Health Care Science 2 (4), 255-263, 2023
1852023
Prediction of cardiac arrest in critically ill patients presenting to the emergency department using a machine learning score incorporating heart rate variability compared with …
MEH Ong, CHL Ng, K Goh, N Liu, ZX Koh, N Shahidah, T Zhang, ...
Critical Care 16 (3), R108, 2012
1552012
Mechanical power normalized to predicted body weight as a predictor of mortality in patients with acute respiratory distress syndrome
Z Zhang, B Zheng, N Liu, H Ge, Y Hong
Intensive Care Medicine 45 (6), 856-864, 2019
1382019
Utilizing Machine Learning Methods for Preoperative Prediction of Postsurgical Mortality and Intensive Care Unit Admission
CJ Chiew, N Liu, TH Wong, YE Sim, HR Abdullah
Annals of Surgery 272 (6), 1133–1139, 2020
1212020
AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records
F Xie, B Chakraborty, MEH Ong, BA Goldstein, N Liu
JMIR Medical Informatics 8 (10), e21798, 2020
1152020
Predicting hospital admission at the emergency department triage: A novel prediction model
CA Parker, N Liu, SX Wu, Y Shen, SSW Lam, MEH Ong
American Journal of Emergency Medicine 37 (8), 1498-1504, 2019
1142019
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies
F Xie, H Yuan, Y Ning, MEH Ong, M Feng, W Hsu, B Chakraborty, N Liu
Journal of Biomedical Informatics 126, 103980, 2022
1072022
Predicting 30-day readmissions: performance of the LACE index compared with a regression model among general medicine patients in Singapore
LL Low, KH Lee, MEH Ong, S Wang, SY Tan, J Thumboo, N Liu
BioMed Research International 2015, 169870, 2015
1072015
Steps to avoid overuse and misuse of machine learning in clinical research
V Volovici, NL Syn, A Ercole, JJ Zhao, N Liu
Nature Medicine 28 (10), 1996-1999, 2022
952022
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
JT Sakamoto, N Liu, ZX Koh, NXJ Fung, MLA Heldeweg, JCJ Ng, ...
International Journal of Cardiology 221, 759-764, 2016
952016
Coronavirus disease 2019 (COVID-19): an evidence map of medical literature
N Liu, ML Chee, C Niu, PP Pek, FJ Siddiqui, JP Ansah, DB Matchar, ...
BMC Medical Research Methodology 20 (1), 177, 2020
912020
Landmark recognition with sparse representation classification and extreme learning machine
J Cao, Y Zhao, X Lai, MEH Ong, C Yin, ZX Koh, N Liu
Journal of the Franklin Institute 352 (10), 4528–4545, 2015
912015
Heart rate variability based machine learning models for risk prediction of suspected sepsis patients in the emergency department
CJ Chiew, N Liu, T Tagami, TH Wong, ZX Koh, MEH Ong
Medicine 98 (6), e14197, 2019
872019
Predictive modeling in pediatric traumatic brain injury using machine learning
SL Chong, N Liu, S Barbier, MEH Ong
BMC Medical Research Methodology 15 (1), 22, 2015
832015
Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection
N Liu, ZX Koh, J Goh, Z Lin, B Haaland, BP Ting, ME Ong
BMC Medical Informatics and Decision Making 14 (1), 75, 2014
802014
Shapley variable importance cloud for interpretable machine learning
Y Ning, MEH Ong, B Chakraborty, BA Goldstein, DSW Ting, R Vaughan, ...
Patterns 3, 100452, 2022
722022
Associations between gender and cardiac arrest outcomes in Pan-Asian out-of-hospital cardiac arrest patients
YY Ng, W Wah, N Liu, SA Zhou, AFW Ho, PP Pek, S Do Shin, H Tanaka, ...
Resuscitation 102, 116–121, 2016
722016
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