Mengling 'Mornin' Feng

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	All	Since 2016
Citations	3588	3284
h-index	21	18
i10-index	37	32

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2008200920102011201220132014201520162017201820192020202113 14 17 17 31 35 54 92 160 313 598 902 1246 31

Co-authors

Mohammad Mahdi GhassemiMichigan State UniversityVerified email at msu.edu
Limsoon Wong 黄任祥KITHCT Professor of Computer Science & Professor of Pathology, National University of SingaporeVerified email at comp.nus.edu.sg
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
Alistair JohnsonMassachusetts Institute of TechnologyVerified email at mit.edu
Thomas BrennanPost-doctoral Research Engineer, Laboratory of Computational Physiology, Massachusetts Institute of TechnologyVerified email at mit.edu
Yap-Peng TANNanyang Technological UniversityVerified email at ntu.edu.sg
Dr. Marzyeh GhassemiAssistant Professor, Computer Science/Medicine, University of Toronto & Vector InstituteVerified email at cs.toronto.edu
Joon LeeAssociate Professor, Cumming School of Medicine, University of CalgaryVerified email at ucalgary.ca
Cuntai GuanProfessor, Nanyang Technological University (NTU), Singapore; IEEE FellowVerified email at ntu.edu.sg
Kenneth P. ChenUC San DiegoVerified email at ucsd.edu
Jinyan LiProfessor of Data Science, University of Technology SydneyVerified email at uts.edu.au
Louis MAYAUDMensia TechnologiesVerified email at mensiatech.com
See-Kiong NgInstitute of Data Science and School of Computing, National University of SingaporeVerified email at nus.edu.sg
zhuo zhangInstitute for Infocomm Research, SingaporeVerified email at i2r.a-star.edu.sg
David A. CliftonProfessor of Clinical Machine Learning, University of OxfordVerified email at eng.ox.ac.uk
Omar Badawi, PharmD, MPH, FCCMPhilips Healthcare; University of Maryland School of Pharmacy; Massachusetts Institute of TechnologyVerified email at philips.com
Andrea IppolitoPhD Student, MITVerified email at mit.edu
Abdelhak M. ZoubirProfessor of Signal Processing, Technische Universität DarmstadtVerified email at spg.tu-darmstadt.de
Michael MumaDr.-Ing., Techinische Universität DarmstadtVerified email at spg.tu-darmstadt.de
Haiquan LiAssistant Professor, University of ArizonaVerified email at email.arizona.edu

Mengling 'Mornin' Feng

National University of Singapore

Verified email at nus.edu.sg - Homepage

Machine Learning Healthcare Analytics


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MIMIC-III, a freely accessible critical care database AEW Johnson, TJ Pollard, L Shen, HL Li-Wei, M Feng, M Ghassemi, ... Scientific data 3 (1), 1-9, 2016	2226	2016
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data M Ghassemi, MAF Pimentel, T Naumann, T Brennan, DA Clifton, ...	168	2015
Contrast adaptive binarization of low quality document images ML Feng, YP Tan IEICE Electronics Express 1 (16), 501-506, 2004	98	2004
Relative risk and odds ratio: A data mining perspective H Li, J Li, L Wong, M Feng, YP Tan Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on …, 2005	83	2005
Peripheral edema, central venous pressure, and risk of AKI in critical illness KP Chen, S Cavender, J Lee, M Feng, RG Mark, LA Celi, KJ Mukamal, ... Clinical Journal of the American Society of Nephrology 11 (4), 602-608, 2016	77	2016
Obesity, acute kidney injury, and mortality in critical illness J Danziger, K Chen, J Lee, M Feng, RG Mark, LA Celi, KJ Mukamal Critical care medicine 44 (2), 328, 2016	77	2016
An empirical comparison of several recent epistatic interaction detection methods Y Wang, G Liu, M Feng, L Wong Bioinformatics 27 (21), 2936-2943, 2011	73	2011
Making big data useful for health care: a summary of the inaugural mit critical data conference O Badawi, T Brennan, LA Celi, M Feng, M Ghassemi, A Ippolito, ... JMIR medical informatics 2 (2), e22, 2014	58	2014
Adaptive binarization method for document image analysis ML Feng, YP Tan 2004 IEEE International Conference on Multimedia and Expo (ICME)(IEEE Cat …, 2004	47	2004
Understanding vasopressor intervention and weaning: Risk prediction in a public heterogeneous clinical time series database M Wu, M Ghassemi, M Feng, LA Celi, P Szolovits, F Doshi-Velez Journal of the American Medical Informatics Association 24 (3), 488-495, 2017	43	2017
Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database M Feng, JI McSparron, DT Kien, DJ Stone, DH Roberts, RM Schwartzstein, ... Intensive care medicine 44 (6), 884-892, 2018	42	2018
A “datathon” model to support cross-disciplinary collaboration J Aboab, LA Celi, P Charlton, M Feng, M Ghassemi, DC Marshall, ... Science Translational Medicine 8 (333), 333ps8-333ps8, 2016	38	2016
Detection of atrial fibrillation from non-episodic ECG data: A review of methods SK Sahoo, W Lu, SD Teddy, D Kim, M Feng 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011	33	2011
The effect of age and clinical circumstances on the outcome of red blood cell transfusion in critically ill patients A Dejam, BE Malley, M Feng, F Cismondi, S Park, S Samani, ZA Samani, ... Critical care 18 (4), 487, 2014	29	2014
Hypotension Risk Prediction via Sequential Contrast Patterns of ICU Blood Pressure S Ghosh, M Feng, H Nguyen, J Li IEEE Journal of Biomedical and Health Informatics, 2015	28	2015
Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ... JAMA network open 3 (3), e200265-e200265, 2020	26	2020
The search for optimal oxygen saturation targets in critically ill patients: observational data from large ICU databases W van den Boom, M Hoy, J Sankaran, M Liu, H Chahed, M Feng, KC See Chest 157 (3), 566-573, 2020	26	2020
Hyperdynamic left ventricular ejection fraction in the intensive care unit JR Paonessa, T Brennan, M Pimentel, D Steinhaus, M Feng, LA Celi Critical Care 19 (1), 288, 2015	26	2015
AssocExplorer: an association rule visualization system for exploratory data analysis G Liu, A Suchitra, H Zhang, M Feng, SK Ng, L Wong Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	25	2012
Towards exploratory hypothesis testing and analysis G Liu, M Feng, Y Wang, L Wong, SK Ng, TL Mah, EJD Lee 2011 IEEE 27th International Conference on Data Engineering, 745-756, 2011	22	2011

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