Post-Doctoral Associate - Computational Health Sciences Division

Overview
Department of Surgery (DOS, https://med.umn.edu/surgery) at the University of Minnesota is seeking two postdoctoral research associates to join a team working on
multiple research projects in the field of health data science, artificial intelligence and natural language process, computer vision in the Division of Health Data Science (HDS)
at the DOS. The position is an annually renewable professional academic appointment.

Duties/Responsibilities:
● Risk predictive model for clinical outcomes
●casual representation learning for real-world data
● deep learning interpretation, fairness and robustness
●Regularly conduct computational experiments to execute algorithms on various
health and biomedical informatics projects
● Assist with new project development including literature review, study design.
● Work under general supervision but usually is given the latitude to make decision
on projects that s/he is accountable for delivering on; decisions may involve an
approach from among alternatives, determining how to best use available
resources
● Design and/or implement AI methods, summarize findings, and generate study
results for research topics
● Write, edit or critique technical reports and/or publications describing research
results to sponsors or funders of the research,
● Communicate and present analytical results to researchers, faculty, and other
academic professionals in associated fields of expertise (spoken presentations,
poster or written work summaries for display, panels, and other formats).