Carlo Berzuini

Publication Activity (10 Years)

Years Active: 1988-2022
Publications (10 Years): 2

Top Topics

Inference In Bayesian Networks

Statistical Modeling

Path Consistency

Temporal Reasoning

Top Venues

Expert Syst. Appl.

Publications

Davide Luciani, Alessandro Magrini, Carlo Berzuini, Antonello Gavazzi, Paolo Canova, Tiziano Barbui, Guido Bertolini
Finding the needle by modeling the haystack: Pulmonary embolism in an emergency patient with cardiorespiratory manifestations. Expert Syst. Appl. 189 (2022)
Susana Conde, Xiaoguang Xu, Hui Guo, Markus Perola, Teresa Fazia, Luisa Bernardinelli, Carlo Berzuini
Mendelian randomisation analysis of clustered causal effects of body mass on cardiometabolic biomarkers. BMC Bioinform. (7) (2018)
Cong Zhou, Michael J. Walker, Andrew J. K. Williamson, Andrew Pierce, Carlo Berzuini, Caroline Dive, Anthony D. Whetton
A hierarchical statistical modeling approach to analyze proteomic isobaric tag for relative and absolute quantitation data. Bioinform. 30 (4) (2014)
Carlo Berzuini, Riccardo Bellazzi, Silvana Quaglini
Temporal Reasoning with Probabilities CoRR (2013)
Carlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi
Bayesian Networks Aplied to Therapy Monitoring CoRR (2013)
Arief Gusnanto, Brian D. M. Tom, Philippa Burns, Iain C. Macaulay, Daphne C. Thijssen-Timmer, Marloes R. Tijssen, Cordelia Langford, Nicholas Watkins, Willem H. Ouwehand, Carlo Berzuini, Frank Dudbridge
Improving the power to detect differentially expressed genes in comparative microarray experiments by including information from self-self hybridizations. Comput. Biol. Chem. 31 (3) (2007)
Tom M. W. Nye, Carlo Berzuini, Walter R. Gilks, M. Madan Babu, Sarah A. Teichmann
Statistical analysis of domains in interacting protein pairs. Bioinform. 21 (7) (2005)
Carlo Berzuini, Cristiana Larizza
A Unified Approach for Modeling Longitudinal and Failure Time Data, With Application in Medical Monitoring. IEEE Trans. Pattern Anal. Mach. Intell. 18 (2) (1996)
Silvana Quaglini, Roberto Bellazzi, Carlo Berzuini, Mario Stefanelli, Giovanni Barosi
Hybrid knowledge-based systems for therapy planning. Artif. Intell. Medicine 4 (3) (1992)
Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini
GAMEES II: an environment for building probabilistic expert systems based on arrays of Bayesian belief networks. CBMS (1992)
Carlo Berzuini, Riccardo Bellazzi, Silvana Quaglini, David J. Spiegelhalter
Bayesian networks for patient monitoring. Artif. Intell. Medicine 4 (3) (1992)
Silvana Quaglini, Riccardo Bellazzi, Carlo Berzuini, Mario Stefanelli, Giovanni Barosi
A Blackboard Control Architecture for Therapy Planning. AIME (1991)
Carlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi
Bayesian Networks Applied to Therapy Monitoring. UAI (1991)
Riccardo Bellazzi, Carlo Berzuini, Silvana Quaglini, David J. Spiegelhalter, Mark Leaning
Cytotoxic Chemotherapy Monitoring Using Stochastic Simulation on Graphical Models. AIME (1991)
Carlo Berzuini
Modeling temporal processes via belief networks and Petri nets, with application to expert systems. Ann. Math. Artif. Intell. 2 (1990)
Carlo Berzuini
Representing Time in Causal Probabilistic Networks. UAI (1989)
Silvana Quaglini, Carlo Berzuini, Riccardo Bellazzi, Mario Stefanelli, Giovanni Barosi
Therapy Planning by Combining Ai and Decision Theoretic Techniques. AIME (1989)
Carlo Berzuini
Combining Symbolic Learning Techniques and Statistical Regression Analysis. AAAI (1988)
Carlo Berzuini
Partially Supervised Learning from Examples with the Aid of Statistical Regression Analysis. ISMIS (1988)