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Position Title: Postdoctoral Fellow (PDF) in Machine Learning Duration: 2 years Start Date: May 2024 (negotiable) Research Group: The Greiner Lab, University of Alberta (Edmonton) & Amii (the Alberta Machine Intelligence Institute) Summary We are looking for a talented, knowledgeable and ambitious candidate to research several interesting medical-informatics tasks related to epidemiology (population disease forecasting) and bio-chemical analysis, as well as foundational topics, especially survival prediction and counterfactual reasoning, towards effectively learning personalized treatment effects. Expectations • Participate in relevant research and direct several projects • Work with (and perhaps co-supervise) various students • Collaborate with many colleagues, in both machine learning and medicine/healthcare • (Co)write high-impact scientific publications • Present your work at leading conferences • Develop tools that can be used by researchers and practitioners Requirements • PhD in computing science or a related area, with a focus on machine learning and statistics • Experience in Medical Informatics is a asset • Evidence of high-quality research, such as publications in relevant top-tier venues • Effective communicator in English, both written and spoken How to Apply Please send the following information (preferably in a single PDF file) to rgreiner+pdf2...@ualberta.ca<mailto:rgreiner%2bpdf2...@ualberta.ca>, with subject “PDF Medical Informatics 2024” • A cover letter summarizing your past work and insights on this topic, and perhaps specific future directions • Your curriculum vitae, including a list of publications • Contact information for (at least) two references
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