Donald Geman

Professor 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/

CV

Research Interest Statement

Classifying gene and protein expression profiles

Modeling regulatory networks

Neural decoding

Current Projects

Computational Vision
Scene interpretation
Image retrieval
Microimage statistics

Bioinformatics
Molecular cancer diagnosis
Modeling gene networks
Biomarker discovery

Statistical Learning
Small-sample learning
Hierarchical testing designs
Twenty questions theory

Publications

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.

Xu L., D. Geman, R. L. Winslow (2007). "Large-scale integration of cancer microarray data identifies a robust common cancer signature." Bioinformatics, (8).

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.

Sahbi H., D. Geman (2006). "A Hierarchy of Support Vector Machines for Pattern Detection." Journal of Machine Learning Research, 7: 2087-2123.

Xu L., A. C. Tan, D. Q. Naiman, D. Geman, R. L. Winslow (2005). "Robust Prostate Cancer Marker Genes Emerge from Direct Integration of Inter-Study Microarray Data." Bioinformatics, 21(20): 3905-3911.

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