The Massachusetts General Hospital ICU Precision Medicine Lab, as part of the MGH Clinical Data Center and the National Patient-Centered CHoRUS for Equitable AI Collaboration, is seeking a Postdoctoral Fellow to participate in ongoing research studies focused on using NLP/LLM and machine learning and classification to develop methods for recognizing complex patient states for defining outcomes and performing risk prediction that have greater value compared to individual clinical parameters. We are seeking a highly motivated Postdoctoral fellow who will have the opportunity to work with multi-year wide and deep data sets containing electronic health records, social determinants of health, and unstructured text data. Primary responsibilities include extracting meaning from the large corpus of enterprise medical data from clinical data as above. The incumbent should have a strong background in computer science, statistics, applied mathematics, or related fields with an outstanding track record. In addition, the applicant should have excellent programming skills in MATLAB and Python and potentially have emerging experience with machine learning, neural networks, or deep learning frameworks. The postdoctoral fellow will work with the PI and other members of the laboratory as well as collaborators to ensure smooth and successful outcomes for this research.
The incumbent in this position will be responsible for:
Certification in Python preferred
PhD in engineering, physiology, neuroscience, data science, or related field
Experience with healthcare data preferred.
The research fellow will work within a team of physicians, clinical research coordinators, and physician-scientist neurologists. Work will be performed in the Center for NeuroTechnology and Neurorecovery Laboratory space, in collaboration and with other academic hospitals on the Massachusetts General Hospital main campus.
Massachusetts General Hospital is an Equal Opportunity Employer. By embracing diverse skills, perspectives and ideas, we choose to lead. Applications from protected veterans and individuals with disabilities are strongly encouraged.
MA-Boston-MGH Main Campus
MGH Main Campus 55 Fruit Street Boston 02114
MD/PHD/Fellows/ PostDocs
Mass General Physicians Organization(MGPO)
Full-time
40
Day Job
Regular
MGH Neurology Research
Jun 17, 2024