Mengling 'Mornin' Feng

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Mohammad Mahdi GhassemiMichigan State UniversityAdresă de e-mail confirmată pe msu.edu
Alistair JohnsonAdresă de e-mail confirmată pe mit.edu
Peter SzolovitsProfessor of Computer Science and Engineering, MITAdresă de e-mail confirmată pe mit.edu
Limsoon Wong 黄任祥KITHCT Professor of Computer Science & Professor of Pathology, National University of SingaporeAdresă de e-mail confirmată pe comp.nus.edu.sg
Thomas BrennanPost-doctoral Research Engineer, Laboratory of Computational Physiology, Massachusetts Institute of TechnologyAdresă de e-mail confirmată pe mit.edu
Dr. Marzyeh GhassemiAssistant Professor, EECS.CSAIL/IMES, MITAdresă de e-mail confirmată pe mit.edu
Marco PimentelPost-doctoral Research Assistant, University of OxfordAdresă de e-mail confirmată pe eng.ox.ac.uk
Jinyan LiDistinguished Professor, 深圳理工大学；Adjunct Professor, University of Technology SydneyAdresă de e-mail confirmată pe uts.edu.au
Joon LeeAssociate Professor, Cumming School of Medicine, University of CalgaryAdresă de e-mail confirmată pe ucalgary.ca
Yap-Peng TANNanyang Technological UniversityAdresă de e-mail confirmată pe ntu.edu.sg
Kenneth P. ChenUC San DiegoAdresă de e-mail confirmată pe ucsd.edu
Cuntai GuanPresident's Chair Professor, Nanyang Technological UniversityAdresă de e-mail confirmată pe ntu.edu.sg
Louis MAYAUDMensia TechnologiesAdresă de e-mail confirmată pe mensiatech.com
Omar Badawi, PharmD, MPH, FCCMTrial Library; University of Maryland School of PharmacyAdresă de e-mail confirmată pe triallibrary.com
Andrea IppolitoPhD Student, MITAdresă de e-mail confirmată pe mit.edu
Hung NguyenProfessor Emeritus, University of Technology SydneyAdresă de e-mail confirmată pe uts.edu.au
David A. CliftonChair of Clinical Machine Learning, University of OxfordAdresă de e-mail confirmată pe eng.ox.ac.uk
See-Kiong NgInstitute of Data Science and School of Computing, National University of SingaporeAdresă de e-mail confirmată pe nus.edu.sg
Zhuo ZhangInstitute for Infocomm Research, A*STAR, SingaporeAdresă de e-mail confirmată pe i2r.a-star.edu.sg
Abdelhak M. ZoubirProfessor of Signal Processing, Technische Universität DarmstadtAdresă de e-mail confirmată pe spg.tu-darmstadt.de

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Mengling 'Mornin' Feng

National University of Singapore

Adresă de e-mail confirmată pe nus.edu.sg - Pagina de pornire

Machine Learning Healthcare Analytics


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
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	6252	2016
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	283	2020
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, ...	259	2015
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	161	2018
Obesity, acute kidney injury, and mortality in critical illness J Danziger, KP Chen, J Lee, M Feng, RG Mark, LA Celi, KJ Mukamal Critical care medicine 44 (2), 328-334, 2016	144	2016
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: CJASN 11 (4), 602, 2016	137	2016
MIMIC-III, a freely accessible critical care database Sci AE Johnson, TJ Pollard, L Shen, LH Lehman, M Feng, M Ghassemi, ... Data 3 (1), 1, 2016	134	2016
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	129	2020
Contrast adaptive binarization of low quality document images ML Feng, YP Tan IEICE Electronics Express 1 (16), 501-506, 2004	117	2004
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	95	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	91	2014
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	88	2005
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	84	2021
An empirical comparison of several recent epistatic interaction detection methods Y Wang, G Liu, M Feng, L Wong Bioinformatics 27 (21), 2936-2943, 2011	83	2011
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	77	2016
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	70	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	69	2016
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	68	2015
Adaptive binarization method for document image analysis ML Feng, YP Tan 2004 IEEE international conference on multimedia and expo (ICME)(IEEE Cat …, 2004	60	2004
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	49	2015

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