Carlo Berzuini

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Reti Probabilistiche e Intelligenza Artificiale (Probabilistic networks and artificial intelligence)

Carlo Berzuini, 1989 .

Contribution to the discussion of the paper by Steffen L. Lauritzen and David Spiegelhalter: "Local Computations with Probabilities on Graphical Structures and their Application to Expert Systems"

Mario Stefanelli, Carlo Berzuini, 1988 .

A Bayesian approach to Mendelian randomization with multiple pleiotropic variants

Stephen Burgess, Carlo Berzuini, Hui Guo, 2018, Biostatistics.

Hybrid knowledge-based systems for therapy planning

Silvana Quaglini, Mario Stefanelli, Carlo Berzuini, 1992, Artif. Intell. Medicine.

Bayesian graphical models of the natural history of HIV infection

Carlo Berzuini, C Gobbi, A Gammerman, 1995 .

Causality : statistical perspectives and applications

A. Philip Dawid, Carlo Berzuini, Luisa Bernardinelli, 2012 .

Bayesian Networks Applied to Therapy Monitoring

David J. Spiegelhalter, Riccardo Bellazzi, Carlo Berzuini, 1991, UAI.

Combining Symbolic Learning Techniques and Statistical Regression Analysis

Carlo Berzuini, 1988, AAAI.

A Blackboard Control Architecture for Therapy Planning

Riccardo Bellazzi, Silvana Quaglini, Mario Stefanelli, 1991, AIME.

Particle filtering methods for dynamic and static Bayesian problems

Walter R. Gilks, Carlo Berzuini, Carlo Berzuini, 2003 .

Bayesian trio models for association in the presence of missing and imprecise genotype information

Carlo Berzuini, Peter Holmans, Luisa Bernardinelli, 2003 .

The analysis of ferrokinetics data by a mathematical model.

Mario Stefanelli, Carlo Berzuini, Piero Colli-Franzone, 1977 .

Developing Intelligent Software for Non-Linear Model Fitting as an Expert System

Carlo Berzuini, G Ross, C. Larizza, 1986 .

Coherent Handling of Uncertainty via Localized Computation in an Expert System for Therapeutic Decision

Carlo Berzuini, Giovanni Barosi, G Polino, 1987 .

Dynamic Forecasting with Bayesian Networks

Carlo Berzuini, C. Larizza, C. Berzuini, 1994 .

Improving the power to detect differentially expressed genes in comparative microarray experiments by including information from self-self hybridizations

Carlo Berzuini, Arief Gusnanto, Willem Ouwehand, 2007, Comput. Biol. Chem..

Cytotoxic Chemotherapy Monitoring Using Stochastic Simulation on Graphical Models

David J. Spiegelhalter, Riccardo Bellazzi, Silvana Quaglini, 1991, AIME.

Statistical analysis of domains in interacting protein pairs

Tom M. W. Nye, Walter R. Gilks, M. Madan Babu, 2005, Bioinform..

Representing Time in Causal Probabilistic Networks

Carlo Berzuini, 1989, UAI.

Belief Network Representations of Temporal Knowledge for Medical Expert Systems

Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini, 1991 .

A Unified Approach for Modeling Longitudinal and Failure Time Data, With Application in Medical Monitoring

Cristiana Larizza, Carlo Berzuini, C. Berzuini, 1996, IEEE Trans. Pattern Anal. Mach. Intell..

GAMEES II: an environment for building probabilistic expert systems based on arrays of Bayesian belief networks

Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini, 1992, [1992] Proceedings Fifth Annual IEEE Symposium on Computer-Based Medical Systems.

Bayesian networks for patient monitoring

David J. Spiegelhalter, Riccardo Bellazzi, Silvana Quaglini, 1992, Artif. Intell. Medicine.

A hierarchical statistical modeling approach to analyze proteomic isobaric tag for relative and absolute quantitation data

Cong Zhou, Carlo Berzuini, Caroline Dive, 2014, Bioinform..

Bayesian Models for Variable Selection that Incorporate Biological Information

Marina Vannucci, Carlo Berzuini, Francesco C. Stingo, 2012 .

Mendelian randomisation analysis of clustered causal effects of body mass on cardiometabolic biomarkers

Hui Guo, Xiaoguang Xu, Markus Perola, 2018, BMC Bioinformatics.

Modeling temporal processes via belief networks and Petri nets, with application to expert systems

Carlo Berzuini, C. Berzuini, 1990, Annals of Mathematics and Artificial Intelligence.

Child : A Computer System for Data Analysis in a Service for Preventive School Care

Carlo Berzuini, Luisa Bernardinelli, Giuseppe Romagnoli, 1981 .

Temporal Reasoning with Probabilities pdf

Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini, 1989, UAI 1989.

Partially Supervised Learning from Examples with the Aid of Statistical Regression Analysis

Carlo Berzuini, C. Berzuini, 1988, International Syposium on Methodologies for Intelligent Systems.

Bayesian Networks Aplied to Therapy Monitoring pdf

David J. Spiegelhalter, Riccardo Bellazzi, Carlo Berzuini, 2013, ArXiv.

Bayesian Inference on the Lexis Diagram

Carlo Berzuini, David Clayton, Luisa Bernardinelli, 1993 .

RESAMPLE-MOVE Filtering with Cross-Model Jumps

Walter R. Gilks, Carlo Berzuini, W. Gilks, 2001, Sequential Monte Carlo Methods in Practice.

Therapy Planning by Combining Ai and Decision Theoretic Techniques

Riccardo Bellazzi, Silvana Quaglini, Mario Stefanelli, 1989, AIME.

Bayesian mendelian randomization with study heterogeneity and data partitioning for large studies

Carlo Berzuini, Hui Guo, Linyi Zou, 2021, BMC Medical Research Methodology.

Genetic determinants of ulcerative colitis include the ECM1 locus and five loci implicated in Crohn's disease

Alastair Forbes, Carlo Berzuini, Lon Cardon, 2008, Nature Genetics.

Genome-wide association of early-onset myocardial infarction with single nucleotide polymorphisms and copy number variants

Alberto Piazza, William Matthai, Flora Peyvandi, 2009, Nature Genetics.

Effectiveness of potent antiretroviral therapy on progression of human immunodeficiency virus: Bayesian modelling and model checking via counterfactual replicates

Carlo Berzuini, C. Allemani, C. Berzuini, 2004 .