Robert F. Murphy -Department of Biological Sciences - Carnegie Mellon University

Robert F. Murphy

Professor of Computational Biology, Biological Sciences, Biomedical Engineering and Machine Learning

Head, Computational Biology Department

Address:
7723 Gates/Hillman Center
Department of Biological Sciences
Carnegie Mellon University
Pittsburgh, PA 15213
Phone: 412-268-3480
Fax: 412-268-7129

Education

Ph.D., California Institute of Technology
Postdoctoral Appointment, Columbia University

Research

My group's work combines my interests in cell and computational biology. We apply both experimental and computational methods to the fundamental problem of learning and representing how proteins are organized within eukaryotic cells. For this we particularly use automated microscopy combined with methods from machine learning, pattern recognition and modeling. Much of our recent work focuses on automated learning of generative models of subcellular organization that have the promise to allow information from diverse methodologies to be combined to compactly represent current knowledge and enable predictions about how organization changes during development and disease. A second major focus is on intelligent sampling in very large dimensional experimental spaces, such as in the context of learning the effect of thousands of potential drugs on thousands of potential targets.

Publications

Google Scholar Listings


PubMed Listings

Virtual Tour

Watch Dr. Murphy describe the research completed within his laboratory and more.