Probabilistic modeling in bioinformatics and medical informatics

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Introduction to Statistical Phylogenetics. Assessing the Effectiveness of Bayesian Feature Selection. Ian T.

Probabilistic Modelling In Bioinformatics And Medical Informatics

Nabney, David J. Nielsen, Alina Zalounina, Leif E. Kristensen et al. Software for Probability Models in Medical Informatics. Back Matter Pages Alle origini della dieta mediterranea.

Our research focuses on design of algorithms for the management and analysis of large scale biological data e. We develop algorithms for discrete problems arising from computational biology, among these: algorithms for mass spectrometry data interpretation, clustering of transcriptomic data, non-alignment based sequence comparison. Design and testing of Pattern Recognition and Machine Learning techniques for the analysis and understanding of biological data. Our research is mainly focused on the following topics: 1 Discrete and algorithmic analyses of biological dynamics metabolism and replication, and their interplay in cellular processes ; 2 Informational and computational analysis of genomes genomic dictionaries, genomic indexes, genomic distributions of specific parameters, genome representations, genome synthesis and reconstruction from dictionaries.

Design and analysis of data-driven computational models, for both metabolic and immunological dynamics, based on grammars ruled by state functions. Investigation and classification of genomic sequences by means of information theory based methods. Design of algorithms and methods to understand biological systems using data mining and bioinformatics techniques. Operations research is a discipline that deals with the application of advanced analytical methods to help make better decisions.

Basi di dati e Sistemi Informativi. Bioinformatica e Calcolo Naturale. Neuroimaging Group. Riorganizzazione dei processi sanitari e eHealth. Active Malware Analysis based on Reinforcement Learning techniques. Comprehensive analysis of Attentional Mechanisms for Perception.


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Aromatic amino acid decarboxylase deficiency is strictly connected to pyridoxine-related seizures: a biochemical approach to gain insight into inherited neurotransmitters disorders. Cross-race accuracy bias in lie detection.

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Probabilistic Modelling in Bioinformatics and Medical Informatics

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Learning to ignore — New adaptive features of selective atention.

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