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Post Doctoral Fellow - Artificial Intelligence / Machine Learning
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- DescriptionJOB DESCRIPTION: Helps design and conduct research within a specified field while receiving advanced training from a designated Principal Investigator to enhance professional skills and research independence needed for pursuit of a career.
- The specific area of research in which the trainee is mentored is determined by the department and laboratory of the Postdoc.
- Prepares and publishes scientific manuscripts under the direction of the Principal Investigator.
- Major applications being pursued by the hiring lab include multimodality brain monitoring of patients with acute brain injuries in neurocritical care units, integration of data from electronic health record with physiological data to develop predictive models, modeling/analysis of invasive neurophysiological signals from patients with acute brain injury, Parkinson's disease, and epilepsy, and analysis of data from wearable devices to detect cardiovascular and neurological conditions.
- Data encountered in various projects include physiological signals (ECG, EEG, ECoG, blood flow velocity, blood pressure, and intracranial pressure), time series data from wearable sensors, clinical data (including clinical notes) from electronic health record systems etc.
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