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 | 7050 | 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 | 337 | 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, ... | 274 | 2015 |
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 | 180 | 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 | 174 | 2018 |
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 | 168 | 2020 |
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 | 158 | 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 11 (4), 602-608, 2016 | 150 | 2016 |
Data descriptor: MIMIC-III, a freely accessible critical care database AEW Johnson, TJ Pollard, L Shen, LH Lehman, M Feng, M Ghassemi, ... Scientific data 3 (160035), 1-9, 2016 | 130 | 2016 |
Contrast adaptive binarization of low quality document images ML Feng, YP Tan IEICE Electronics Express 1 (16), 501-506, 2004 | 119 | 2004 |
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 | 113 | 2021 |
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 | 106 | 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 | 95 | 2014 |
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 | 91 | 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 | 91 | 2005 |
An empirical comparison of several recent epistatic interaction detection methods Y Wang, G Liu, M Feng, L Wong Bioinformatics 27 (21), 2936-2943, 2011 | 85 | 2011 |
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 | 76 | 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, 1-7, 2015 | 75 | 2015 |
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 | 72 | 2017 |
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 | 69 | 2022 |