Milos Hauskrecht

Professor of Computer Science

Address:
Department of Computer Science
5329 Sennott Square
University of Pittsburgh
Pittsburgh, PA 15260
412-624-8845 (voice)
412-624-8854 (fax)

e-mail: milos_at_pitt.edu

Postdoc opening for ML modeling of biological processes

Information for prospective graduate students


Education:

MS in Computer Science, Department of Computer Science, Slovak Technical University, Bratislava, Slovakia, May 1988.
PhD in Computer Science, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, August 1997.

CV

Research:

My research more broadly covers artificial intelligence, and machine learning. My research work is often motivated by biomedical informatics problems and applications. More specifically, my current work develops machine learning technologies for analysis of high dimensional time-series data in electronic health records (EHRs), patient state modeling, extraction and representation of biomedical knowledge and its combination with ML methods. One of the aims of my work is to deploy the AI models at bedside to perform real-time clinical monitoring and alerting, real-time patient assessment, real-time adverse event detection. Finally, my most recent research is on control and optimization of complex biological and clinical processes.

Publications

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Current research funding:

Teaching/ Advising

Teaching in Spring 2023: Current PhD students Former PhD students: Former postdocs: MS students:



Last updated by milos on 07/06/22.