Multiple postdoc positions are available in in the Health and AI Lab (HAIL) at Stevens Institute of Technology. HAIL is directed by Samantha Kleinberg and funded by the NIH, NSF, and James S. McDonnell foundation. We work on better understanding observational data, motivated by real problems in healthcare. For researchers interested in working with challenging real-world data, our collaborations with clinicians at Columbia University and other institutions allow for unique access to patient data along with the opportunity to have a tangible impact on patient care.
Our primary focus is causal inference and explanation, including developing methods that handle the challenges of complex real-world data. The methods are applied to major health problems including finding causes of secondary brain injury after stroke. Candidates are sought with expertise in a subset of the following areas: -Causal inference -Analysis of time series data -Biomedical informatics -HCI and activity recognition -Sensor and device development Requirements include evidence of publication in major AI or ML conferences (IJCAI, AAAI, ICML, NIPS, UAI) along with a PhD in Computer Science or a related field. Review of applications will begin immediately. Initial appointments will be for one year and available immediately, but funding is available for 4-5 years. To apply: Please send a statement of interest, cv, 2-3 representative publications, and email addresses for 2-3 references to [email protected]<mailto:[email protected]> More information about the Health and AI Lab, directed by Samantha Kleinberg, is available at: www.skleinberg.org<http://www.skleinberg.org/>
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