The interdisciplinary nature of our research is, not suprisingly, reflected in the breath of our publications. The fields of the journals publishing our results range from artificial intelligence to genetics, from statistcs to clinical research, and reflect the two component of our research program: a methodological component, aimed at developing novel analysis methods and an application component, aimed at using these methods to biomedical problems to deliver new insights and discoveries.

1. Alterovitz G Ramoni MF. Systems Bioinformatics: An Engineering Case-based Approach, Artech House, Boston-London, 2007.



2. Alterovitz G and Ramoni MF. Automation in Genomics and Proteomics, Wiley, London-New York, in press.

3. Alterovitz G, Xiang M, Liu J, Chang A, Ramoni MF. System-wide peripheral biomarker discovery using information theory. Pac Symp Biocomput. 2008;:231-42.



4. Alterovitz G, Jiwaji A, Ramoni MF.Automated programming for bioinformatics algorithm deployment. Bioinformatics. 2008 Feb 1;24(3):450-451. Epub 2008 Jan 3.



5. Aprile G, Ramoni M, Keefe D, Sonis S. Application of distance matrices to define associations between acute toxicities in colorectal cancer patients receiving chemotherapy. Cancer. 2008 Jan 15;112(2):284-92.



6. Schachter AD, Ramoni MF, Baio G, Roberts TG Jr, Finkelstein SN. Economic evaluation of a Bayesian model to predict late-phase success of new chemical entities. Value Health. 2007 Sep-Oct;10(5):377-85.



7. Maron JL, Johnson KL, Slonim D, Lai CQ, Ramoni M, Alterovitz G, Jarrah Z, Yang Z, Bianchi DW. Gene expression analysis in pregnant women and their infants identifies unique fetal biomarkers that circulate in maternal blood.
   J Clin Invest. 2007 Oct;117(10):3007-19.



8. Alterovitz G, Liu J, Afkhami E, Ramoni MF. Bayesian methods for proteomics. Proteomics. 2007 Aug;7(16):2843-55.



9. Schachter AD, Ramoni MF. Paediatric drug development. Nat Rev Drug Disc, 2007 6:429-430.



10. Ferrazzi F Sebastiani P Ramoni MF Bellazzi R. Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks. BMC Bioinformatics, 2007 May 24;8 Suppl 5:S2.



11. Schachter A Baio GL Roberts T Ramoni MF Finkelstein SN. Economic evaluation of a Bayesian model to predict late phase success of new molecular entities. Value in Health, in press, 2007.



12. Allocco D Song Q Gibbons GH Ramoni MF Kohane IS. Geography and genography: Prediction of continental origin using randomly selected single nucleotide polymorphisms . BMC Genomics, 8(2):68-74, 2007.



13. Shirvani SM Mookanamparambil L Ramoni MF Chin MT. Transcription factor CHF1/Hey2 regulates the global transcriptional response to platelet-derived growth factor in vascular smooth muscle cells. Physiol Genomics, 19;30(1):61-8, 2007.



14. Funke BH Brown AC Ramoni MF Regan ME Baglieri C Finn CT Babcock M Shprintzen RJ Morrow BE Kucherlapati R. A novel single nucleotide polymorphism-based assay to detect 22q11 deletions. Genet Test, 11(1):91-100, 2007.



15. Sonis ST Haddad R Posner M Watkins B Fey E Morgan TV Mookanamparambil L Ramoni MF. Gene expression changes in peripheral blood cells provide insight into the biological mechanisms associated with regimen-related toxicities in patients being treated for head and neck cancers. Oral Oncol, 43(3):289-300, 2007.



16. Schachter AD Ramoni MF. Clinical forecasting in drug development. Nat Rev Drug Disc, 6:107-108, 2007.



17. Alterovitz G Ramoni MF. Bioinformatics and proteomics: an engineering problem solving- based approach. IEEE Trans Educ, 50(1):49-54, 2007.



18. Martinez-Llordella M Puig-Pey I Orlando G Ramoni MF Tisone G Rimola A Lerut J Latinne D Margarit C Bilbao I Brouard S Hernandez-Fuentes M Soulillou JP Sanchez-Fueyo A. Multiparameter immune profiling of operational tolerance in liver transplantation. Am J Transplant, 7(2):309-19, 2007.



19. Alterovitz G Xiang M Mohan M Ramoni MF. GO PaD: the Gene Ontology Partition Database. Nucleic Acids Res, 35(Database issue):322-7, 2007.



20. Aivado M Spentzos D Germing U Alterovitz G Meng XY Grall F Giagounidis AA Klement G Steidl U Otu HH Czibere A Prall WC Iking-Konert C Shayne M Ramoni MF Gattermann N Haas R Mitsiades CS Fung ET Libermann TA. Serum proteome profiling detects myelodysplastic syndromes and identifies CXC chemokine ligands 4 and 7 as markers for advanced disease. Proc Natl Acad Sci U S A, 104(4):1307-12, 2007.



21. Alterovitz G Muralidhar V Ramoni MF. Gene lethality detection and characterization via topological analysis of regulatory networks. IEEE Trans Circ and Syst I, 53(11):2438-2443, 2006.



22. Alterovitz G Ramoni MF. Discovering biological guilds through topological abstraction. AMIA Annu Symp, 1 5, 2006.



23. Sebastiani P Xie H Ramoni MF. Bayesian analysis of comparative microarray experiments by model averaging. Bayesian Analysis, 1(4):707-732, 2006. [website]



24. Frank NY Kho AT Schatton T Murphy GF Molloy MJ Zhan Q Ramoni MF Frank MH Kohane IS Gussoni E. Regulation of myogenic progenitor proliferation in human fetal skeletal muscle by BMP4 and its antagonist Gremlin. J Cell Biol, 175(1):99-110, 2006.



25. Yang G Zhang G Pittelkow MR Ramoni MF Tsao H. Expression profiling of UVB response in melanocytes identifies a set of p53-target genes. J Invest Dermatol, 126(11):2490-506, 2006.



26. Carletti M Kho A Molloy M Tomczak K Ramoni MF Beggs A Gussoni E. Melanoma Cell Adhesion Molecule is a novel marker for satellite cells and affects human fetal myoblast fusion. J Cell Sci, 119(15):3117-27, 2006.



27. Alterovitz G Liu J Chow J Ramoni MF. Automation parallelism and robotics for proteomics. Proteomics, 6(14):4016-22, 2006.



28. Kim DM Ramoni MF Nevins M Fiorellini JP. The gene expression profile in refractory periodontitis patients. J Periodontol, 77(6):1043-1050, 2006.



29. Sebastiani P Mandl KD Szolovits P Kohane IS Ramoni MF. A Bayesian dynamic model for influenza surveillance (with discussion). Stat Med, 25(11):1823-1825, 2006.



30. Wang L Ramoni MF Sebastiani P. Clustering short gene expression profiles. Lect Note Comput Sc, 3909:60-68, 2006.



31. Traum AZ Wells MP Aivado M Libermann TA Ramoni MF Schachter AD. SELDI-TOF MS of quadruplicate urine and serum samples to evaluate changes related to storage conditions. Proteomics, 6(5):1676-1680, 2006.



32. 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]
    
    
    Editorial: Meschia JF Pankratz VS. Defining stroke risks in sickle cell anemia. Nat Genet, 37(4):340-341, 2005.


33. Wang L Ramoni MF Mandl KD Sebastiani P. Factors affecting automated syndromic surveillance systems. Artif Intell Med, 34(3):269-78, 2005.



34. Aivado M Spentzos D Alterovitz G Out HH Grall F Giagounidis AA Wells M Cho J-Y Germing U Czibere A Prall WC Porter C Ramoni MF Haas R Libermann TA. Optimization and evaluation of surface-enhanced laser desorption/ionization time of flight mass spectrometry (SELDI-TOF MS) with reversed phase protein arrays for protein profiling. Clin Chem Lab Med, 43:133-140, 2005.



35. Ramoni MF. Bayesian artificial intelligence. J Am Stat Assoc, 100(471):1096, 2005. (Book Review)



36. Sebastiani P Ramoni MF. Normative selection of Bayesian networks. J Multivar Anal, 93(2):340-357, 2005.



37. Alterovitz G Aivado M Spentzos D Libermann TA Ramoni MF Kohane IS. Analysis and robot pipelined automation for SELDI-TOF mass spectrometry. Proc IEEE Engineering in Medicine and Biology, 3068-3071, 2004.



38. Sebastiani P Wang L Mandl KD Ramoni MF. Improving outbreak detection by signal integration. Morbidity and Mortality Weekly Reports, 53:257, 2004.



39. Sebastiani P Abad M Alpargu G Ramoni MF. Robust transmission/disequilibrium test for incomplete family genotypes. Genetics, 168:2329-37, 2004.



40. Lader AS Ramoni MF Zetter BR Kohane IS Kwiatkowski DJ. Identification of a transcriptional profile associated with in vitro invasion in non-small cell lung cancer cell lines. Cancer Biol Ther, 3(7):624-31, 2004.
    
    
    Editorial: Declerck Y. Focus on the cell membrane: the need for dissociation and detachment in tumoral invasion. Cancer Biol Ther, 3(7):632-3, 2004.


41. Spentzos D, Levine DA, Ramoni MF, Joseph M, Gu X, Boyd J, Libermann TA, Cannistra SA. A gene expression signature with independent prognostic significance in epithelial ovarian cancer. J Clin Oncol, 22(23):4648-58, 2004.
    
    
    Editorial: Karlan B. Profiling the perpetrator. J Clin Oncol, 22(23):4663-4664, 2004.


42. Cai Z Tsung EF Marinescu VD Ramoni MF Riva A Kohane IS. A Bayesian approach to discovering pathogenic SNPs in conserved protein domains. Human Mutat, 24(2):178-84, 2004.



43. Tomczak KK Marinescu VD Ramoni MF Sanoudou D Montanaro F Han M Kunkel LM Kohane IS Beggs AH. Expression profiling and identification of novel genes involved in myogenic differentiation. FASEB J, 18(2):403-5, 2004.



44. Sebastiani P Yu YH Ramoni MF. Bayesian machine learning and its potential applications to the genomic study of oral oncology. Adv Dent Res, 17:104-8, 2003.



45. 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]



46. Sebastiani P Kohane IS Ramoni MF. The role of machine learning in the post-genomic era. Mach Learn , 52(1--2):5 9, 2003.



47. Sebastiani P Gussoni E Kohane IS Ramoni MF. Statistical challenges in functional genomics (with discussion). Stat Science, 18(1):33-70, 2003.



48. Ramoni MF* Sebastiani P* Kohane IS. Cluster analysis of gene expression dynamics. Proc Nat Acad Sci USA , 99(14):9121-6, 2002. (Cover Article) [website]



49. Ramoni MF Sebastiani P Cohen PR. Bayesian analysis of sensory inputs of a mobile robot. Lect Note Stat, 162:363-379, 2002.



50. Ramoni MF Sebastiani P Cohen PR. Bayesian clustering by dynamics. Mach Learn, 47(1):91-121, 2002.



51. Lazarus R Vercelli D Palmer LJ Klimecki WJ Silverman EK Richter B Riva A Ramoni MF Martinez FD Weiss ST Kwiatkowski DJ. Single nucleotide polymorphisms in innate immunity genes: abundant variation and potential role in complex human disease. Immunol Rev, 190:9 25, 2002.



52. Sebastiani P Ramoni MF. Bayesian selection of decomposable models with incomplete data. J Am Stat Assoc , 96(456):1375-1386, 2001.



53. Ramoni MF Sebastiani P Dybowski R. Robust prediction for intensive care patients. Method Inform Med, 40(1):39-45, 2001.



54. Ramoni MF Sebastiani P. Robust learning with missing data. Mach Learn, 45(2):147-170, 2001.



55. Ramoni MF Sebastiani P. Robust Bayes classifiers. Artif Intell, 125(1--2):207-224, 2001.



56. Sebastiani P Ramoni MF. On the use of Bayesian networks to analyze survey data. Res Official Stat, 4(1):53-64, 2001.



57. Sebastiani P Ramoni MF. Common trends in European school populations. Res Official Stat, 4(1):169-183, 2001.



58. Sebastiani P Ramoni MF. Bayesian inference with missing data using bound and collapse. J Comput Graph Stat , 9(4):779-800, 2000. [website]



59. Sebastiani P Ramoni MF Crea A. Profiling your customers using Bayesian networks. ACM SIGKDD Explorations, 1(2):91-96, 2000.



60. Sebastiani P Ramoni MF Cohen PR Warwick J Davis J. Discovering dynamics using Bayesian clustering. Lect Note Comput Sc , 1642:99-210, 1999.



61. Ramoni MF Sebastiani P. Parameter estimation in Bayesian networks from incomplete databases. Intell Data Analysis, 2(1):21-45, 1998.



62. Ramoni MF Sebastiani P. The use of exogenous knowledge to learn Bayesian networks from incomplete databases. Lect Note Comput Sc, 1280:537-548, 1997.



63. Ramoni MF Riva A. Basic science in medical reasoning: an artificial intelligence approach. Adv Health Sci Educ, 2:131-140, 1997.



64. Riva A Ramoni MF. LispWeb: a specialized HTTP server for distributed AI applications. Comput Netw , 28(7--11):953-961, 1996.



65. Ramoni MF Riva A Stefanelli M Patel VL. Medical decision making using ignorant influence diagrams. Lect Note Comput Sc, 934:231-243, 1995.



66. Raoni MF Riva A Stefanelli M Patel VL. An ignorant belief network to forecast glucose concentration from clinical databases. Artif Intell Med , 7:541-559, 1995.



67. Ramoni MF Stefanelli M Magnani L Barosi G. An epistemological framework for medical knowledge-based systems. IEEE Trans Syst Man Cybern, 22:1 14, 1992.



68. Stefanelli M Ramoni MF. Modeling medical knowledge-based systems. Biometrie und Informatik in Medizin und Biologie, 23:215-227, 1992.



69. Ramoni MF. La scoperta impossibile: Astuzie e poteri nel discorso scientifico di Aristotele. Versus, 54:27-42, 1989. (The impossible discovery: Wiles and powers of scientific discourse in Aristotle. In Italian)



70. Ramoni MF. Fisica e storia della scienza nell'opera di Pierre Duhen. Epistemologia, 12:33-64, 1989. (History and philisophy of science in the work of Pierre Duhem. In Italian with English summary)

71. Alterovitz G Afkhami E Barillari J Ramoni MF. Proteomics. In M Akay, ed, Encyclopedia of Biomedical Engineering, Wiley, New York NY, 2006.



72. Mariani TH Ramoni MF. Microarray techniques and data in asthma/chronic obstructive pulmonary disease. In DS Postma ST Weiss, ed, Genetics of Asthma and Chronic Obstructive Pulmonary Disease, Taylor & Francis, London UK, 2006.



73. Sebastiani P Jeneralczuk J Ramoni MF. Design and analysis of screening experiments with microarrays. In A Dean S Lewis, ed, Screening: Methods for Experimentation in Industry Drug Discovery and Genetics, Springer, New York NY, 2006.



74. Lodi S Sebastiani P Cocchi D Ramoni MF. Bayesian Clustering of Gene Expression Dynamics: An Application. In New Developments in Classification and Data Analysis, pp 259-266, Springer, New York NY, 2005.



75. Alterovitz G Afkhami E Ramoni MF. Robotics automation and statistical learning for proteomics. In JX Liu, ed, New Developments in Robotics Research, Nova Science, New York NY, 2005.



76. Ramoni MF Sebastiani P. Learning Bayesian networks. In In Encyclopedia of Data Warehousing and Mining vol II, IGA, Hershey PA, 2005.



77. Sebastiani P Abad M Ramoni MF. Learning Bayesian networks. In Data Mining and Knowledge Discovery Handbook, pp 193-230, Springer, New York NY, 2005.



78. Sebastiani P Abad M Ramoni MF. Bayesian networks for genomic analysis. In ER Dougherty I Shmulevich J Chen ZJ Wang, ed, EURASIP Book Series on Signal Processing and Communications: Genomic Signal Processing and Statistics, pp 281-320, Hindawi, New York NY, 2005.



79. Sebastiani P Ramoni MF Kohane IS. Bayesian clustering of gene expression dynamics. In G Parmigiani ES Garrett RA Irizarry SL Zeger, ed, The Analysis of Gene Expression Data: Methods and Software, pp 400-427, Springer, New York NY, 2003.



80. Ramoni MF Sebastiani P. Bayesian methods for intelligent data analysis. In M Berthold DJ Hand, ed, Intelligent Data Analysis, pp 131-168, Springer, New York NY, 2003.



81. Ramoni MF Sebastiani P Cohen PR. Sequence learning via Bayesian clustering by dynamics. In L Giles R Sun, ed, Sequence Learning: Paradigms Algorithms and Applications, pp 14-Mar, Springer, New York NY, 2001.



82. Riva A Ramoni MF. Accessing artificial intelligence applications over the World Wide Web. In M Eisenstadt T Vincent , ed, The Knowledge Web, pp 145-159, Kogan Page, London UK, 1998.



83. Patel VL Ramoni MF. Cognitive models of directional inference in expert medical reasoning. In PJ Feltovich KM Ford RR Hoffman, ed, Expertise in Context, pp 67-100, MIT Press, Cambrige MA, 1997.



84. Stefanelli M Ramoni MF. The artificial intelligence approach to modeling medical reasoning. In R Zwilling, ed, Natural Sciences and Human Thought, pp 177-186, Springer, New York NY, 1995.



85. Stefanelli M Ramoni MF. Epistemological constraints on medical knowledge based systems. In DV Evans VL Patel, ed, Advances in Medical Training and Expertise, pp 20-Mar, Springer, New York NY, 1992.



86. Patel VL Groen GJ Ramoni MF Kaufman DR. Machine depth versus psychological depth: a lack of equivalence. In E Keravnou, ed, Deep Models for Medical Knowledge Engineering, pp 249-272, Elsevier, New York NY, 1992.



87. Ramoni MF. I matematici artificiali: Le prospettive epistemologiche dell'automazione del ragionamento matematico. In L Magnani, ed, Conoscenza e Matematica, pp 21-43, Marcos, Milan Italy, 1991.



88. Magnani L Ramoni MF. Abduzione computazionale. In C S Peirce in Italy, pp 21-29, Italian Society for Logic and Philosophy of Science, 1990.



89. Magnani L Ramoni MF. Conoscenza medica e ragionamento diagnostico: fondamenti logici ed epistemologici. In La Strutturazione del Sapere Biomedico, pp 91-112, Patron, Padua Italy, 1989.

90. Ramoni MF. Statistical mechanics of biological networks (Invited Lecture). Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence (UAI-2007), Morgan Kaufman, San Francisco, CA, 2007.
    
    
91. Lyashenko E Ramoni MF Alterovitz G. Functional enrichment across organism massomes. 11th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2007), San Francisco CA, 2007.



92. Ferrazzi F Sebastiani P Kohane IS Ramoni MF Bellazzi R. Dynamic Bayesian networks in modeling cellular systems: a critical appraisal on simulated data. 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), pp 544-549, 2006.



93. Tjoa ML Alemann JO Maynard S Ramoni MF Lim KH Libermann T Sukhatme VP Karumanchi SA. IGFBP5: A novel marker of preeclampsia complicated by IUGR. Hypertension in Pregnancy, 117(Suppl):1, 2006.



94. Ferrazzi F Sebastiani P Wang L Bellazzi R Kohane IS Ramoni MF. Discovering feedback control mechanisms in gene expression. Proc IEEE Genomic Signal Processing and Statistics, 2005.



95. Alterovitz G Patek F Ramoni MF Kohane IS. The human massome of protein interactions: a new mass spectrometry-based perspective. Ninth Annual International Conference on Research in Computational Molecular Biology (RECOMB 2005), Cambridge MA, 2005.



96. Alterovitz G Xiang M Ramoni MF Kohane IS. Protein network topology metric conservation: from yeast to human. Ninth Annual International Conference on Research in Computational Molecular Biology (RECOMB 2005), Cambridge MA, 2005.



97. Alterovitz G Kohane IS Ramoni MF. Characterizing human protein mass density distributions. Proc IEEE Genomic Signal Processing and Statistics, 2005.



98. Alterovitz G Patek D Kohane IS Ramoni MF. Human protein meta-interaction database (HPMD) potentiates integration for meta-analysis. Proc IEEE Genomic Signal Processing and Statistics, 2005.



99. Wang L Sebastiani P Ramoni MF. Gene expression pattern identification using Bayesian clustering by dynamics. Proc IEEE Genomic Signal Processing and Statistics, 2005.



100. Aivado M Spentzos D Germing U Alterovitz G Meng XY Grall F Giagounidis AAN Klement G Steidl U Otu HH Iking-Konert C Czibere A Prall WC Shayne M Ramoni MF Gattermann N Mitsiades CS Haas R Fung ET Libermann TA . Serum protein profiling with mass spectrometry for the diagnosis of myelodysplastic syndromes. Blood, 104(11):649A, 2004.



101. Sebastiani P Ramoni MF Nolan V Baldwin CT Steinberg MH. Multigenic dissection and prognostic modeling of overt stroke in sickle cell anemia. Blood, 104(11):460A, 2004.



102. Maynard SE Aleman-Diaz JO Yeo GW Libermann TA Ramoni MF Kohane I Epstein FH Sukhatme VR Karumanchi SA. Placental gene expression profiling in normal pregnancy vs preclampsia. J Am Soc Nephrol, pp 619A-620A, 2004.



103. Tomczak K Ramoni MF Sanoudou D Han M Kho A Kohane IS Beggs AH. Cluster analysis of gene expression dynamics in differentiating C2C12 myoblasts. Am J Hum Genet, 71(4):312, 2003.



104. Sebastiani P Ramoni MF. Bayesian clustering by dynamics of European socio-economic indicators. Bayesian Methods: Selected Papers from Sixth World Meeting of the Intl Soc for Bayesian Analysis (ISBA-2000), pp 479-488, Eurostat, Luxembourg LU, 2001.



105. Ramoni MF Sebastiani P. Analysis of survey data with Bayesian networks. Bayesian Methods: Selected Papers from Sixth World Meeting of the Intl Soc for Bayesian Analysis (ISBA-2000), pp 429-438, Eurostat, Luxembourg LU, 2001.



106. Sebastiani P Ramoni MF. Clustering continuous time series. Proc Eighteenth Intl Conf on Machine Learning (ICML-2001), pp 497-504, Morgan Kaufmann, San Francisco CA, 2001.



107. Sebastiani P Ramoni MF. Robust Bayesian classification. Proc Fourteenth Conf of the Intl Assoc for Statistical Computing (COMPSTAT-2000), pp 415-419, Springer, New York NY, 2000.



108. Ramoni MF Sebastiani P Cohen PR Warwick J. Unsupervised clustering of robot activities: a Bayesian approach. Proc Fourth Intl Conf on Autonomous Agents (AGENTS-2000), pp 134-136, ACM Press, New York NY, 2000.



109. Ramoni MF Sebastiani P Cohen PR. Multivariate clustering by dynamics. Proc Natl Conf on Artificial Intelligence (AAAI-2000), pp 633-638, Morgan Kaufmann, San Francisco CA, 2000.



110. Ramoni MF Sebastiani P Dybowsky R. Robust outcome prediction for intensive care patients. Proc AIMDM-99 Workshop on Prognostic Models in Medicine: Artificial Intelligence and Decision Analytic Approaches, pp 45-49, Aalborg DK, 1999.



111. Sebastiani P Ramoni MF Cohen PR. Unsupervised classification of sensory inputs in a mobile robot. Proc IJCAI Workshop on Neural Symbolic and Reinforcement Methods for Sequence Learning, pp 43-48, Stockholm Sweden, 1999.



112. Sebastiani P Ramoni MF. Model folding for data subject to nonresponse. Proc Seventh Intl Workshop on Artificial Intelligence and Statistics (Uncertainty-99) pp , pp 14-20, Morgan Kaufmann, San Francisco CA, 1999.



113. Ramoni MF Sebastiani P. Learning conditional probabilities from incomplete data: an experimental comparison. Proc Seventh International Workshop on Artificial Intelligence and Statistics (Uncertainty-99), pp 260-265, Morgan Kaufmann, San Francisco CA, 1999.



114. Sebastiani P Ramoni MF. Induction of graphical models from incomplete sample. Proc Thirteen Conf Intl Assoc for Statistical Computing (COMPSTAT-98), pp 45-49, Bristol UK, 1998.



115. Sebastiani P Ramoni MF. Decision theoretic foundations of graphical model selection. Proc Fourteenth Conf on Uncertainty in Artificial Intelligence (UAI-98), pp 464-471, Morgan Kaufmann , San Francisco CA, 1998.



116. Ramoni MF Sebastiani P. Robust parameter learning in Bayesian networks with missing data. Proc Sixth International Workshop on Artificial Intelligence and Statistics (AI&Stats-97), pp 24-25, Ft Lauderdale FL, 1997.



117. Bland PA Ramoni MF Conway A Collins TD. Automated pairing of meteorite finds. Meteorit Planet Sci , 32(4):A16(Suppl), 1997.



118. Ramoni MF Sebastiani P. Learning Bayesian networks from incomplete databases. Proc Thirteenth Conf on Uncertainty in Artificial Intelligence (UAI-97), pp 401-408, Morgan Kaufmann, San Francisco CA, 1997.



119. Ramoni MF. Anytime influence diagrams. Proc IJCAI Workshop on Anytime Algorithms and Deliberation Scheduling, pp 55-62, American Association for Artificial Intelligence, San Mateo CA, 1995.



120. Ramoni MF. Ignorant influence diagrams. Proc Intl Joint Conf on Artificial Intelligence (IJCAI-95), pp 1808-14, Morgan Kaufmann, San Francisco CA, 1995.



121. Ramoni MF Riva A Stefanelli M Patel VL. Forecasting glucose concentration in diabetic patients using ignorant belief networks. Proc AAAI Spring Symp on Artificial Intelligence in Medicine, pp 129-133, American Association for Artificial Intelligence, San Mateo CA, 1994.



122. Ramoni MF Riva A Patel VL. Probabilistic reasoning under ignorance. Proc Sixteenth Annual Conf of the Cognitive Science Soc, Lawrence Erlbaum, Mahwah NJ, 1994.



123. Ramoni MF Riva A. Belief maintenance in Bayesian networks. Proc Tenth Conf on Uncertainty in Artificial Intelligence (UAI-94, pp 498-505, Morgan Kaufmann, San Francisco CA, 1994.



124. Ramoni MF Riva A. Belief maintenance with probabilistic logic. Proc AAAI Fall Symp on Automated Deduction in Non Standard Logics, pp 132-138, American Association for Artificial Intelligence, San Mateo CA, 1993.



125. Stefanelli M Lanzola G Ramoni MF. Knowledge acquisition based on an epistemological model of medical reasoning. Proc IEEE Conf Engineering in Medicine and Biology, pp 880-882, IEEE Press, Washington DC, 1992.



126. Ramoni MF Magnani L Stefanelli M. A formal theory of diagnostic reasoning. Proc First Conf of the Italian Assoc for Artificial Intelligence, pp 276-273, Italian Association for Artificial Intelligence, Trento IT, 1989.

127. Sebastiani P Ramoni MF Steinberg MH Baldwin CT inventors; Boston University and Children's Hospital joint assignee. Prognostic Method for Complex Trait, Provisional application filed by Boston University March 10th, 2005.



128. Kim D Fiorellini J Ramoni MF inventors; Harvard Medical School. Peripheral Marker Profile for Periodontal Disease Progression, Provisional application filed by Harvard University July 7th, 2004.



129. Schachter AD Ramoni MF inventors; MIT and Children's Hospital joint assignees. Probabilistic Modeling of the Drug Development Domain, Provisional application filed by MIT October 5, 2002.