HomeAboutFaculty DirectoryFENG Mengling

FENG Mengling

Affliliation:

  • Saw Swee Hock School of Public Health (Primary)

Research Areas:

  • Casual Inference for Evidence-based Medicine
  • Generative Models for Medical Time-series Analysis

Teaching Areas:

  • Healthcare Data Analytics
  • Big Data Techologies for Heathcare Problems

Academic/Professional Qualifications:

  • Senior Post-doc (2014), Harvard-MIT Health Science Technology Devision, MIT, US
  • PhD (2009), Nanyang Technological University, Singapore
  • Bachelor (2003), Nanyang Technological University, Singapore

Awards/Honours (Post-PhD):

  • MIT Teaching & Learning Laboratory Kaufman Teaching Certificate
  • Second runner-up of Best Student Paper Award, KDD Working Group, AMIA
  • Finalist of MIT 2013 Innovation in Health Care Conference Innovation Showcase

Career History:

  • Head of Biomedical and Healthcare Analytics Lab, Institute for Infocomm Research, Singapore (2014~2015)
  • Affiliate Scientist, Harvard-MIT Health Science Technology Division, MIT (2014~present)
  • Scientist, Institute for Infocomm Research, Singapore (2009~2012)

Professional/Consulting Activities:

  • International Scientific Advisory Committee, 16th International Symposium on Intracranial Pressure and Neuromonitoring
  • Committee, Knowledge and Data Mining Workgroup, AMIA
  • Co-chair, Big Data in Bioinformatics and Health Informatics Workshop at IEEE Big Data Conference

Major Publications:

  • Mengling Feng (equal contribution), et al. A Datathon Model To Support Cross-disciplinary Collaboration. Science Translational Medicine, 8(333):333-8, Apr. 2016.
  • Mengling Feng (co-first author) et al. The Association Between Indwelling Arterial Catheters and Mortality in Hemodynamically Stable Patients With Respiratory Failure. CHEST,148(6):1470-6, 2015
  • Mengling Feng (corresponding author). ¿A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data¿. AAAI, 2015
Assistant Professor
Email ephfm@nus.edu.sg
mornin@gmail.com
Tel 65164984

 

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