Mengling 'Mornin' Feng

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Mohammad Mahdi GhassemiMichigan State UniversityVerified email at msu.edu
Alistair JohnsonThe Hospital for Sick Children, Child Health Evaluative SciencesVerified email at sickkids.ca
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
Limsoon Wong 黄任祥KITHCT Professor of Computer Science & Professor of Pathology, National University of SingaporeVerified email at comp.nus.edu.sg
Thomas BrennanPost-doctoral Research Engineer, Laboratory of Computational Physiology, Massachusetts Institute of TechnologyVerified email at mit.edu
Dr. Marzyeh GhassemiAssistant Professor, EECS.CSAIL/IMES, MITVerified email at mit.edu
Marco PimentelPost-doctoral Research Assistant, University of OxfordVerified email at eng.ox.ac.uk
Jinyan LiDistinguished Professor, 深圳理工大学；Adjunct Professor, University of Technology SydneyVerified email at uts.edu.au
Joon LeeAssociate Professor, Cumming School of Medicine, University of CalgaryVerified email at ucalgary.ca
Yap-Peng TANNanyang Technological UniversityVerified email at ntu.edu.sg
Kenneth P. ChenUC San DiegoVerified email at ucsd.edu
Cuntai GuanPresident's Chair Professor in Computer Science and Engineering, Nanyang Technological UniversityVerified email at ntu.edu.sg
Louis MAYAUDMensia TechnologiesVerified email at mensiatech.com
Omar Badawi, PharmD, MPH, FCCMTrial Library; University of Maryland School of PharmacyVerified email at triallibrary.com
Andrea IppolitoPhD Student, MITVerified email at mit.edu
Hung NguyenSwinburne University of TechnologyVerified email at swin.edu.au
See-Kiong NgInstitute of Data Science and School of Computing, National University of SingaporeVerified email at nus.edu.sg
David A. CliftonProfessor of Clinical Machine Learning, University of OxfordVerified email at eng.ox.ac.uk
Zhuo ZhangInstitute for Infocomm Research, A*STAR, SingaporeVerified email at i2r.a-star.edu.sg
Abdelhak M. ZoubirProfessor of Signal Processing, Technische Universität DarmstadtVerified email at spg.tu-darmstadt.de

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, LH Lehman, M Feng, M Ghassemi, ... Scientific data 3 (1), 1-9, 2016	5172	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, ...	244	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	213	2020
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	134	2016
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, 884-892, 2018	120	2018
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	119	2016
Contrast adaptive binarization of low quality document images ML Feng, YP Tan IEICE Electronics Express 1 (16), 501-506, 2004	113	2004
MIMIC-III, a freely accessible critical care database Sci AE Johnson, TJ Pollard, L Shen, LH Lehman, M Feng, M Ghassemi, ... Data 3 (160035), 10.1038, 2016	105	2016
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	85	2005
Reinforcement learning for clinical decision support in critical care: comprehensive review S Liu, KC See, KY Ngiam, LA Celi, X Sun, M Feng Journal of medical Internet research 22 (7), e18477, 2020	84	2020
An empirical comparison of several recent epistatic interaction detection methods Y Wang, G Liu, M Feng, L Wong Bioinformatics 27 (21), 2936-2943, 2011	82	2011
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	80	2020
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), e3447, 2014	80	2014
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	64	2017
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	58	2016
MIMIC-III, a freely accessible critical care database. Sci Data. 2016; 3: 160035 AE Johnson, TJ Pollard, L Shen, LW Lehman, M Feng, M Ghassemi, ... PubMed: https://pubmed. ncbi. nlm. nih. gov/27219127, 2016	58	2016
Adaptive binarization method for document image analysis ML Feng, YP Tan 2004 IEEE international conference on multimedia and expo (ICME)(IEEE Cat …, 2004	56	2004
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), 1-7, 2015	54	2015
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	45	2015
Federated learning: a collaborative effort to achieve better medical imaging models for individual sites that have small labelled datasets D Ng, X Lan, MMS Yao, WP Chan, M Feng Quantitative Imaging in Medicine and Surgery 11 (2), 852, 2021	44	2021

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