Dear Colleagues,
Please help distribute the following postdoc announcement to your
students and colleagues.
MIT Postdoctoral Position in Machine Learning for Medicine
Massachusetts Institute of Technology's Institute for Medical
Engineering & Science (IMES) has an immediate opening for a Postdoctoral
Associate in Machine Learning for Medicine. We are seeking a
highly-motivated individual to join a multidisciplinary research team to
conduct cutting-edge machine learning research for health and medicine.
The project offers opportunities to develop advanced machine learning
methods to derive actionable insights from heterogeneous observational
data from electronic health records (including clinical time series,
medication/procedures, physician notes and reports, and physiological
signals) for informed treatment decision making.
The ideal candidate will have demonstrated an outstanding capability for
independent research and a solid publication record in top-tier machine
learning, AI conferences, preferably in one or more of the following
conferences: ICML, NIPS, ICLR, AAAI, IJCAI, KDD, AISTATS, UAI, SDM,
MLHC. Candidate must hold a Ph.D. degree in Computer Science, Machine
Learning, Statistics, or a related field. Knowledge and experience in
one or more of the following areas would be desirable: deep learning,
interpretable models, representation learning, generative models,
multivariate time series models, multitask/transfer learning, and
reinforcement learning.
Duties will include conducting original research, publishing in top-tier
machine learning conferences and scientific journals, mentoring
students, and collaborating on research grant proposal writing.
Successful candidate will work with researchers and faculty members from
MIT IMES, CSAIL and IBM Watson AI Lab. In addition to curriculum vitae,
applicants should submit a short statement of research interest and
links to three most relevant publications to Li Lehman,
lileh...@mit.edu. For more details, please see
http://web.mit.edu/lilehman/www/research_positions.html
Li-wei Lehman, Ph.D.
Research Scientist
Laboratory for Computational Physiology
Institute for Medical Engineering & Science
Massachusetts Institute of Technology
--
Li-wei Lehman, Ph.D.
Laboratory for Computational Physiology
Institute for Medical Engineering & Science,
Massachusetts Institute of Technology,
Rm E25-505, 45 Carleton St., Cambridge MA 02142
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