Mengling Feng et al. Transthoracic Echocardiography and Mortality in Sepsis: Analysis of the MIMIC-III Database. Intensive Care Medicine (IF 12). In press.
Hao Du, Corey Markus, Michael Metzb, Mengling Feng (co-senior author), Tze Ping Loh. Derivation of outcome-based pediatric critical values. Journal of Chemical Physics (IF 2.95), Mar 7;149(4):324-331, 2018.
Fuchs, Lior, Matthew Anstey, Mengling Feng, Ronen Toledano, Slava Kogan, Michael D. Howell, Peter Clardy, Leo Celi, Daniel Talmor, and Victor Novack. Quantifying the mortality impact of do-not-resuscitate orders in the ICU. Critical care medicine (IF 7.05) 45, no. 6 (2017): 1019-1027.
Mengling Feng (co-first author) et al. The Effect of ARDS on Survival: Do Patients Die From ARDS or With ARDS? Journal of Intensive Care Medicine (IF 3.26), in press.
Mengling Feng et al. Robust Causality Analysis of Non-Stationary Multivariate Physiological Time Series, IEEE Transaction on Biomedical Engineering (IF 2.5), in press.
Wu M, Ghassemi M, Mengling Feng, Celi LA, Szolovits P, Doshi-Velez F. Understanding vasopressor intervention and weaning: Risk prediction in a public heterogeneous clinical time series database. J Am Med Inform Assoc (JAMIA) (IF 3.43), Oct. 2016.
Mengling Feng (equal contribution), Aboab J, Celi LA, Charlton P, Ghassemi M, Marshall DC, Mayaud L, Naumann T, McCague N, Paik KE, Pollard TJ, Resche-Rigon M, Salciccioli JD, Stone DJ. A Datathon Model To Support Cross-disciplinary Collaboration. Science Translational Medicine (IF 15.84), 8(333):333ps8, Apr. 2016.
Alistair E.W. Johnson1, Tom J Pollard1, Shen Lu, Li-wei Lehman, Mengling Feng, Mohammad Ghassemi, Benjamin Moody, Peter Szolovits, Leo Anthony Celi1, Roger G. Mark. MIMIC-III, a freely accessible critical care database. Scientific Data, Nature, 2016 (accepted).
Kenneth P. Chen, Susan Cavender, Joon Lee, Mengling Feng, Roger G. Mark, Leo Anthony Celi, Kenneth J. Mukamal, and John Danziger. Peripheral Edema, Central Venous Pressure, and Risk of AKI in Critical Illness. Clinical Journal of the American Society of Nephrology (IF: 4.61). Jan. 2016. in-press.
Lynch KE, Ghassemi F, Flythe JE, Mengling Feng, Ghassemi M, Celi LA, Brunelli SM. Sodium modeling to reduce intradialytic hypotension during haemodialysis for acute kidney injury in the intensive care unit. Nephrology (IF: 2.08), Nov 2015. in-press .
John Danziger, Ken Chen, Joon Lee, Mengling Feng, Roger G Mark, Leo Celi, Kenneth J Mukamal, Obesity, Acute Kidney Injury, and Mortality in Critical Illness Critical Care Medicine (IF 6.312). in-press.
Mengling Feng (co-first-author), Leo Anthony Celi, et al. The Association Between Indwelling Arterial Catheters and Mortality in Hemodynamically Stable Patients With Respiratory Failure: A Propensity Score Analysis CHEST (IF 7.3), 2015.
Liu, Guimei and Zhang, Haojun and Feng, Mengling and Wong, Limsoon and Ng, See-Kiong. Supporting Exploratory Hypothesis Testing and Analysis ACM Transactions on Knowledge Discovery from Data (TKDD) (IF 1.15), 9(4) 1556-4681, 2015.
Ghosh, S. and Mengling Feng and Nguyen, H. and Li, J. Hypotension Risk Prediction via Sequential Contrast Patterns of ICU Blood Pressure, IEEE Journal of Biomedical and Health Informatics (IF 1.5), 2015.
Chen, K. P., Lee, J., Mark, R. G., Mengling Feng, Celi, L. A., Malley, B. E. and Danziger, J. Proton pump inhibitor use is not associated with cardiac arrhythmia in critically ill patients. Journal of Clinical Pharma (IF 2.5), 55: 774–779. 2015.
Emma J de Louw, Pepijn O Sun, Joon Lee, Mengling Feng, Roger G Mark, Leo Anthony Celi, Kenneth J Mukamal, John Danziger. Increased incidence of diuretic use in critically ill obese patients Journal of critical care (IF 2.2), 30(3): 619-623.
Joseph Paonessa. Thomas Brennan, Marco Pimentel, Daniel Steinhaus, Mengling Feng, Leo Anthony Celi. Hyperdynamic left ventricular ejection fraction in the intensive care unit. Critical Care (IF 4.48), 19:288, 2015.
Mah TL, Yap XNA, Limviphuvadh V, Li N, Srinath S, Kuralmani V, Feng Mengling, Liem N, Adhikari S, Yong WP, Soo RA, Maurer-Stroh S, Eisenhaber F, Tong JC. Novel SNP improves differential survivability and mortality in non-small cell lung cancer patients. BMC Genomics (IF 4.04), 2014, 15(Suppl 9): S20.
Mengling Feng (equal contributions), Omar Badawi, Thomas Brennan, Leo Anthony Celi, et al. Making Big Data Useful for Health Care: A Summary of the Inaugural MIT Critical Data Conference JMIR Medical Informatics: Big Data (IF 4.7), 2(2): e22, 2014.
Andre Dejam, Brian E Malley, Frederico Cismondi, Shinhyuk Park, Saira Samani, Zahra Samani, Duane S Pinto, Leo A Celi and Mengling Feng The Effect of Age and Clinical Circumstances on the Outcome of Red Blood Cell Transfusion in the Critically Ill Patients. Critical Care (IF 4.72), 18:487, 2014.
Marco A. F. Pimentel, Thomas Brennan, Li-wei Lehman, Nicolas Kon Kam King, Beng Ti Ang, Mengling Feng (corresponding author) Outcome Prediction for Traumatic Brain Injury Patients with Dynamic Features from Intracranial Pressure and Arterial Blood Pressure Signals: A Gaussian Process Approach. ACTA NEUROCHIRURGICA (IF 1.546) supplement. in-press.
Yue Wang, Guimei Liu, Mengling Feng and Limsoon Wong. Response: an Empirical Comparison of Several Recent Epistatic Interaction Detection Methods. Bioinformatics (IF 6.911), 28 (1), 147-148, 2012.
Yue Wang, Guimei Liu, Mengling Feng and Limsoon Wong. An Empirical Comparison of Several Recent Epistatic Interaction Detection Methods. Bioinformatics (IF 6.911), 27 (21), 2936-2943, 2011.
Mengling Feng, Loy Liang Yu, Chin Pei Loon, Zhang Zhuo, Vellaisamy Kuralmani, Guan Cuntai, Nicolas Kon Kam King, Pang Boon Chuan, Ang Beng Ti. Go Green! A Strategic Guide to Reuse Brain Monitoring Data with Missing Values. Acta Neurochirurgica (IF 1.546) Supplementum, Vol 114, 51-59, 2012.
Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong. Pattern Space Maintenance for Data Updates. Computational Intelligence (IF 1.0) , 26(3):282--317, August 2010. (Reviewed invited paper.)
Mengling Feng, Yap-Peng Tan. Contrast adaptive binarization of low quality document images. IEICE Electronic Express (IF 0.37), 1(16): 501-506. 2004.

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NUS-MIT Healthcare Analytics Datathon 2017

June 30 ~ July 2 National University of Singapore