MARCO RAMONI


	Marco Ramoni, PhD Associate Professor of Pediatrics and Medicine Harvard Medical School Phone: (617) 525-4466 Email: marco_ramoni@harvard.edu Calendar: google

	Profile

	Director, Biomedical Cybernetics Laboratory, Harvard Medical School.Director, NLM Fellowship in Biomedical Informatics, Children’s Hospital Informatics Program.Associate Director of Bioinformatics, Harvard – Partners Center for Genetics and Genomics.

	Projects

	Multigenic Dissection of Complex Traits: Prognostic modeling using graphical models. HVO: Human variation omnibus. BADGE: Bayesian Analysis of Differential Gene Expression. CAGED: Cluster analysis of gene expression dynamics. BEST: Best Enumeration of SNP Tags.

	Teaching

	Biomedical Computing (MIT 6.872 / HST 950), Harvard/MIT HST and MIT EECS.

	Selected publications

	Alterovitz G Ramoni MF. Systems Bioinformatics: An Engineering Case-based Approach, Artech House, Boston-London, 2007.Schachter AD Ramoni MF.Clinical forecasting in drug development. Nat Rev Drug Disc, 6:107-108, 2007.Alterovitz G Xiang M Mohan M Ramoni MF. GO PaD: the Gene Ontology Partition Database. Nucleic Acids Res, 35(Database issue):322-7, 2007. Sebastiani P Ramoni MF Nolan V Baldwin CT Steinberg MH. Genetic dissection and prognostic modeling of a complex trait: Overt stroke in sickle cell anemia. Nat Genet 37(4):435-40, 2005. (Cover Article) [website] Sebastiani P Lazarus R, Weiss ST, Kunkel LM, Kohane IS, Ramoni MF. Minimal haplotype tagging. Proc Nat Acad Sci USA 100(17):9900-05, 2003. [website] Ramoni MF Sebastiani P, Kohane IS. Cluster analysis of gene expression dynamics. Proc Nat Acad Sci USA99(14):9121-6, 2002. (Cover Article) [website] Ramoni MF Sebastiani P, Cohen PR. Bayesian clustering by dynamics. Mach Learn 47(1):91-121, 2002. Ramoni MF Sebastiani P. Robust learning with missing data. Mach Learn 45(2):147-170, 2001 Ramoni MF Sebastiani P. Robust Bayes classifiers. Artif Intell 125(1-2):207-224, 2001. Sebastiani P Ramoni MF. Bayesian selection of decomposable models with incomplete data. J Am Stat Assoc 96(456):1375-1386, 2001.