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Donald Geman
Professor, Department of Applied Mathematics and Statistics, Center for Imaging Sciences
Address:
3400 N. Charles Street
Clark Hall, Room 302A
Baltimore, MD 21218
Phone: (410) 516-7678
Fax: (410) 516-4594
E-mail: geman@jhu.edu
Website: http://www.cis.jhu.edu/people/faculty/geman/
Affiliations
Institute for Computational Medicine
JHU Center for Imaging Science
JHU Ecole Normale Superieure, Cachan, France
INRIA, France
Research Interest Statement
Computational Biology
Computer Vision
Statistical Learning
Current Projects
Computational Vision
Scene interpretation
Image retrieval
Bioinformatics
Molecular cancer diagnosis
Modeling gene and protein networks
Statistical Learning
Small-sample learning
Hierarchical testing designs
Publications
Fereacatu M., D. Geman (2009). "A statistical framework for image category search from a mental picture." IEEE Trans. Pattern Analysis & Machine Intelligence, 31(6): 1087-1101.
Lin X., B. Afsari, L. Marchionni, L. Cope, G. Parmigiani, D. Naiman, D. Geman (2009). "The ordering of expression among a few genes can provide simple cancer biomarkers and signal BRCA1 mutations." BMC Bioinformatics, 10: 256.
Xu L., A.C. Tan, R.L. Winslow, D. Geman (2008). "Merging microarray data from separate breast cancer studies provides a robust prognostic test." BMC Bioinformatics, 9(125): 1471-2105.
Fleuret F., D. Geman (2008). "Stationary features and cat detection." Journal of Machine Learning Research, 9: 2547-2578.
Anderson T. J., I. Tchernyshyov, R. Diez, R. N. Cole, D. Geman, C. V. Dang, R. L. Winslow (2007). "Discovering robust protein biomarkers for disease from relative expression reversals in 2-D DIGE data." Proteomics, 7(8): 1197-207.
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