Edizione	[1st ed. 2007.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007
Descrizione fisica	1 online resource (XVI, 482 p.)
Disciplina	572.80285
Collana	Lecture Notes in Bioinformatics
Soggetto topico	Life sciences Bioinformatics Data mining Artificial intelligence Information storage and retrieval systems Computer science—Mathematics Mathematical statistics Life Sciences Computational and Systems Biology Data Mining and Knowledge Discovery Artificial Intelligence Information Storage and Retrieval Probability and Statistics in Computer Science
ISBN	1-280-86488-5 9786610864881 3-540-71233-X
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Session 1: Microarray and Systems Biology I (Networks) -- Bayesian Inference of Gene Regulatory Networks Using Gene Expression Time Series Data -- Biological Network Inference Using Redundancy Analysis -- A Novel Graph Optimisation Algorithm for the Extraction of Gene Regulatory Networks from Temporal Microarray Data -- Session 2: Microarray and Systems Biology II -- Analysing Periodic Phenomena by Circular PCA -- Identification of Cold-Induced Genes in Cereal Crops and Arabidopsis Through Comparative Analysis of Multiple EST Sets -- Mining Spatial Gene Expression Data for Association Rules -- Session 3: Medical, SNPs, Genomics I -- Individualized Predictions of Survival Time Distributions from Gene Expression Data Using a Bayesian MCMC Approach -- Comparing Logic Regression Based Methods for Identifying SNP Interactions -- Stochastical Analysis of Finite Point Sampling of 3D Chromatin Fiber in Interphase Cell Nuclei -- Session 4: Medical, SNPs, Genomics II -- Structural Screening of HIV-1 Protease/Inhibitor Docking by Non-parametric Binomial Distribution Test -- satDNA Analyzer 1.2 as a Valuable Computing Tool for Evolutionary Analysis of Satellite-DNA Families: Revisiting Y-Linked Satellite-DNA Sequences of Rumex (Polygonaceae) -- A Soft Hierarchical Algorithm for the Clustering of Multiple Bioactive Chemical Compounds -- Session 5: Systems Biology -- A Novel Method for Flux Distribution Computation in Metabolic Networks -- Inverse Bifurcation Analysis of a Model for the Mammalian G 1/S Regulatory Module -- Weighted Cohesiveness for Identification of Functional Modules and Their Interconnectivity -- Modelling and Simulation of the Genetic Phenomena of Additivity and Dominance via Gene Networks of Parallel Aggregation Processes -- Session 6: Sequence Analysis I (Coding) -- Protein Remote Homology Detection Based on Binary Profiles -- Biological Sequences Encoding for Supervised Classification -- Fast Search Algorithms for Position Specific Scoring Matrices -- Session 7: Sequence Analysis II -- A Markovian Approach for the Segmentation of Chimpanzee Genome -- Synthetic Protein Sequence Oversampling Method for Classification and Remote Homology Detection in Imbalanced Protein Data -- Stem Kernels for RNA Sequence Analyses -- Prediction of Structurally-Determined Coiled-Coil Domains with Hidden Markov Models -- Session 8: Proteomics I -- Patch Prediction of Protein Interaction Sites: Validation of a Scoring Function for an Online Server -- Statistical Inference on Distinct RNA Stem-Loops in Genomic Sequences -- Interpretation of Protein Subcellular Location Patterns in 3D Images Across Cell Types and Resolutions -- Session 9: Proteomics II (Measurements) -- Bayesian Inference for 2D Gel Electrophoresis Image Analysis -- SimShiftDB: Chemical-Shift-Based Homology Modeling -- Annotation of LC/ESI-MS Mass Signals -- Session 10: Proteomics III (Structure) -- Stochastic Protein Folding Simulation in the d-Dimensional HP-Model -- Enhancing Protein Disorder Detection by Refined Secondary Structure Prediction -- Joining Softassign and Dynamic Programming for the Contact Map Overlap Problem -- Session 11: Databases, Web and Text Analysis -- An Evaluation of Text Retrieval Methods for Similarity Search of Multi-dimensional NMR-Spectra -- Ontology-Based MEDLINE Document Classification -- Integrating Mutations Data of the TP53 Human Gene in the Bioinformatics Network Environment -- Efficient and Scalable Indexing Techniques for Biological Sequence Data.
Record Nr.	UNISA-996465850803316

Edizione	[1st ed. 2006.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006
Descrizione fisica	1 online resource (XIII, 497 p.)
Disciplina	572.80285
Collana	Lecture Notes in Bioinformatics
Soggetto topico	Medicine Data mining Artificial intelligence Information storage and retrieval Mathematical statistics Bioinformatics Biomedicine, general Data Mining and Knowledge Discovery Artificial Intelligence Information Storage and Retrieval Probability and Statistics in Computer Science Computational Biology/Bioinformatics
ISBN	3-540-68065-9
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Bioinformatics: Functional Genomics -- HLA and HIV Infection Progression: Application of the Minimum Description Length Principle to Statistical Genetics -- Visualization of Functional Aspects of microRNA Regulatory Networks Using the Gene Ontology -- A Novel Method for Classifying Subfamilies and Sub-subfamilies of G-Protein Coupled Receptors -- Integration Analysis of Diverse Genomic Data Using Multi-clustering Results -- Bioinformatics: Sequence and Structure Analysis -- Effectivity of Internal Validation Techniques for Gene Clustering -- Intrinsic Splicing Profile of Human Genes Undergoing Simple Cassette Exon Events -- Generalization Rules for Binarized Descriptors -- Application of Combining Classifiers Using Dynamic Weights to the Protein Secondary Structure Prediction – Comparative Analysis of Fusion Methods -- A Novel Data Mining Approach for the Accurate Prediction of Translation Initiation Sites -- SPSO: Synthetic Protein Sequence Oversampling for Imbalanced Protein Data and Remote Homology Detection -- Biomedical Models -- Markov Modeling of Conformational Kinetics of Cardiac Ion Channel Proteins -- Insulin Sensitivity and Plasma Glucose Appearance Profile by Oral Minimal Model in Normotensive and Normoglycemic Humans -- Dynamic Model of Amino Acid and Carbohydrate Metabolism in Primary Human Liver Cells -- The Probabilities Mixture Model for Clustering Flow-Cytometric Data: An Application to Gating Lymphocytes in Peripheral Blood -- Integrative Mathematical Modeling for Analysis of Microcirculatory Function -- Searching and Visualizing Brain Networks in Schizophrenia -- Databases and Grids -- TRENCADIS – A Grid Architecture for Creating Virtual Repositories of DICOM Objects in an OGSA-Based Ontological Framework -- Minimizing Data Size for Efficient Data Reuse in Grid-Enabled Medical Applications -- Thinking Precedes Action: Using Software Engineering for the Development of a Terminology Database to Improve Access to Biomedical Documentation -- Grid-Based Knowledge Discovery in Clinico-Genomic Data -- A Prospective Study on the Integration of Microarray Data in HIS/EPR -- Web Services Interface to Run Protein Sequence Tools on Grid, Testcase of Protein Sequence Alignment -- Semantics and Information Modelling -- Integrating Clinical and Genomic Information Through the PrognoChip Mediator -- OntoDataClean: Ontology-Based Integration and Preprocessing of Distributed Data -- Language Modelling for the Needs of OCR of Medical Texts -- Biomedical Signal Processing – Time Series Analysis -- The Use of Multivariate Autoregressive Modelling for Analyzing Dynamical Physiological Responses of Individual Critically Ill Patients -- Time Series Feature Evaluation in Discriminating Preictal EEG States -- Symbol Extraction Method and Symbolic Distance for Analysing Medical Time Series -- A Wavelet Tool to Discriminate Imagery Versus Actual Finger Movements Towards a Brain–Computer Interface -- Biomedical Image Analysis and Visualisation Techniques -- A Fully Bayesian Two-Stage Model for Detecting Brain Activity in fMRI -- A Novel Algorithm for Segmentation of Lung Images -- An Evaluation of Image Compression Algorithms for Colour Retinal Images -- An Automated Model for Rapid and Reliable Segmentation of Intravascular Ultrasound Images -- Biomedical Data Analysis and Interpretation -- Supervised Neuro-fuzzy Clustering for Life Science Applications -- Study on Preprocessing and Classifying Mass Spectral Raw Data Concerning Human Normal and Disease Cases -- Non-repetitive DNA Sequence Compression Using Memoization -- Application of Rough Sets Theory to the Sequential Diagnosis -- Data Integration in Multi-dimensional Data Sets: Informational Asymmetry in the Valid Correlation of Subdivided Samples -- Decision Support Systems and Diagnostic Tools -- Two-Stage Classifier for Diagnosis of Hypertension Type -- Handwriting Analysis for Diagnosis and Prognosis of Parkinson’s Disease -- A Decision Support System for the Automatic Assessment of Hip Osteoarthritis Severity by Hip Joint Space Contour Spectral Analysis -- Modeling for Missing Tissue Compensator Fabrication Using RFID Tag in U-Health -- The Effect of User Factors on Consumer Familiarity with Health Terms: Using Gender as a Proxy for Background Knowledge About Gender-Specific Illnesses -- ICT for Patient Safety: Towards a European Research Roadmap.
Record Nr.	UNISA-996466127603316

Edizione	[1st ed. 2005.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005
Descrizione fisica	1 online resource (XII, 402 p.)
Disciplina	570/.285
Collana	Lecture Notes in Bioinformatics
Soggetto topico	Medicine Database management Artificial intelligence Information storage and retrieval Mathematical statistics Bioinformatics Biomedicine, general Database Management Artificial Intelligence Information Storage and Retrieval Probability and Statistics in Computer Science
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Medical Databases and Information Systems -- Application of Three-Level Handprinted Documents Recognition in Medical Information Systems -- Data Management and Visualization Issues in a Fully Digital Echocardiography Laboratory -- A Framework Based on Web Services and Grid Technologies for Medical Image Registration -- Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform -- The Ontological Lens: Zooming in and out from Genomic to Clinical Level -- Data Analysis and Image Processing -- Dynamics of Vertebral Column Observed by Stereovision and Recurrent Neural Network Model -- Endocardial Tracking in Contrast Echocardiography Using Optical Flow -- Unfolding of Virtual Endoscopy Using Ray-Template -- Knowledge Discovery and Data Mining -- Integration of Genetic and Medical Information Through a Web Crawler System -- Vertical Integration of Bioinformatics Tools and Information Processing on Analysis Outcome -- A Grid Infrastructure for Text Mining of Full Text Articles and Creation of a Knowledge Base of Gene Relations -- Prediction of the Performance of Human Liver Cell Bioreactors by Donor Organ Data -- A Bioinformatic Approach to Epigenetic Susceptibility in Non-disjunctional Diseases -- Foreseeing Promising Bio-medical Findings for Effective Applications of Data Mining -- Statistical Methods and Tools for Biomedical Data Analysis -- Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation -- Hardware Approach to the Artificial Hand Control Algorithm Realization -- Improving the Therapeutic Performance of a Medical Bayesian Network Using Noisy Threshold Models -- SVM Detection of Premature Ectopic Excitations Based on Modified PCA -- Decision Support Systems -- A Text Corpora-Based Estimation of the Familiarity of Health Terminology -- On Sample Size and Classification Accuracy: A Performance Comparison -- Influenza Forecast: Comparison of Case-Based Reasoning and Statistical Methods -- Tumor Classification from Gene Expression Data: A Coding-Based Multiclass Learning Approach -- Boosted Decision Trees for Diagnosis Type of Hypertension -- Markov Chains Pattern Recognition Approach Applied to the Medical Diagnosis Tasks -- Computer-Aided Sequential Diagnosis Using Fuzzy Relations – Comparative Analysis of Methods -- Collaborative Systems in Biomedical Informatics -- Service Oriented Architecture for Biomedical Collaborative Research -- Simultaneous Scheduling of Replication and Computation for Bioinformatic Applications on the Grid -- The INFOBIOMED Network of Excellence: Developments for Facilitating Training and Mobility -- Bioinformatics: Computational Models -- Using Treemaps to Visualize Phylogenetic Trees -- An Ontological Approach to Represent Molecular Structure Information -- Focal Activity in Simulated LQT2 Models at Rapid Ventricular Pacing: Analysis of Cardiac Electrical Activity Using Grid-Based Computation -- Bioinformatics: Structural Analysis -- Extracting Molecular Diversity Between Populations Through Sequence Alignments -- Detection of Hydrophobic Clusters in Molecular Dynamics Protein Unfolding Simulations Using Association Rules -- Protein Secondary Structure Classifiers Fusion Using OWA -- Efficient Computation of Fitness Function by Pruning in Hydrophobic-Hydrophilic Model -- Evaluation of Fuzzy Measures in Profile Hidden Markov Models for Protein Sequences -- Bioinformatics: Microarray Data Analysis -- Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data -- Gene Selection and Classification of Human Lymphoma from Microarray Data -- Microarray Data Analysis and Management in Colorectal Cancer.
Record Nr.	UNISA-996466223903316

Edizione	[1st ed. 2004.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004
Descrizione fisica	1 online resource (XII, 512 p.)
Disciplina	610.72/7
Collana	Lecture Notes in Computer Science
Soggetto topico	Medicine Database management Health informatics Mathematical statistics Information storage and retrieval Artificial intelligence Biomedicine, general Database Management Health Informatics Probability and Statistics in Computer Science Information Storage and Retrieval Artificial Intelligence
ISBN	3-540-30547-5
Classificazione	42.11 44.32
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Data Analysis for Image Processing -- RF Inhomogeneity Correction Algorithm in Magnetic Resonance Imaging -- Fully 3D Wavelets MRI Compression -- A New Approach to Automatic Segmentation of Bone in Medical Magnetic Resonance Imaging -- An Accurate and Parallelizable Geometric Projector/Backprojector for 3D PET Image Reconstruction -- Data Visualization -- EEG Data and Data Analysis Visualization -- A Web Information System for Medical Image Management -- Reliable Space Leaping Using Distance Template -- Decision Support Systems -- A Rule-Based Knowledge System for Diagnosis of Mental Retardation -- Case-Based Diagnosis of Dysmorphic Syndromes -- Bayesian Prediction of Down Syndrome Based on Maternal Age and Four Serum Markers -- SOC: A Distributed Decision Support Architecture for Clinical Diagnosis -- Decision Support Server Architecture for Mobile Medical Applications -- Ordered Time-Independent CIG Learning -- SINCO: Intelligent System in Disease Prevention and Control. An Architectural Approach -- Could a Computer Based System for Evaluating Patients with Suspected Myocardial Infarction Improve Ambulance Allocation? -- On the Robustness of Feature Selection with Absent and Non-observed Features -- Design of a Neural Network Model as a Decision Making Aid in Renal Transplant -- Learning the Dose Adjustment for the Oral Anticoagulation Treatment -- Information Retrieval -- Thermal Medical Image Retrieval by Moment Invariants -- Knowledge Discovery and Data Mining -- Employing Maximum Mutual Information for Bayesian Classification -- Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support -- Selective Classifiers Can Be Too Restrictive: A Case-Study in Oesophageal Cancer -- A Performance Comparative Analysis Between Rule-Induction Algorithms and Clustering-Based Constructive Rule-Induction Algorithms. Application to Rheumatoid Arthritis -- Domain-Specific Particularities of Data Mining: Lessons Learned -- Statistical Methods and Tools for Biological and Medical Data Analysis -- A Structural Hierarchical Approach to Longitudinal Modeling of Effects of Air Pollution on Health Outcomes -- Replacing Indicator Variables by Fuzzy Membership Functions in Statistical Regression Models: Examples of Epidemiological Studies -- PCA Representation of ECG Signal as a Useful Tool for Detection of Premature Ventricular Beats in 3-Channel Holter Recording by Neural Network and Support Vector Machine Classifier -- Finding Relations in Medical Diagnoses and Procedures -- An Automatic Filtering Procedure for Processing Biomechanical Kinematic Signals -- Analysis of Cornea Transplant Tissue Rejection Delay in Mice Subjects -- Toward a Model of Clinical Trials -- Time Series Analysis -- Predicting Missing Parts in Time Series Using Uncertainty Theory -- Classification of Long-Term EEG Recordings -- Application of Quantitative Methods of Signal Processing to Automatic Classification of Long-Term EEG Records -- Semantic Reference Model in Medical Time Series -- Control of Artificial Hand via Recognition of EMG Signals -- Bioinformatics: Data Management and Analysis in Bioinformatics -- SEQPACKER: A Biologist-Friendly User Interface to Manipulate Nucleotide Sequences in Genomic Epidemiology -- Performing Ontology-Driven Gene Prediction Queries in a Multi-agent Environment -- Protein Folding in 2-Dimensional Lattices with Estimation of Distribution Algorithms -- Bioinformatics: Integration of Biological and Medical Data -- Quantitative Evaluation of Established Clustering Methods for Gene Expression Data -- DiseaseCard: A Web-Based Tool for the Collaborative Integration of Genetic and Medical Information -- Biomedical Informatics: From Past Experiences to the Infobiomed Network of Excellence -- Bioinformatics: Metabolic Data and Pathways -- Network Analysis of the Kinetics of Amino Acid Metabolism in a Liver Cell Bioreactor -- Model Selection and Adaptation for Biochemical Pathways -- NeoScreen: A Software Application for MS/MS Newborn Screening Analysis -- Bioinformatics: Microarray Data Analysis and Visualization -- Technological Platform to Aid the Exchange of Information and Applications Using Web Services -- Visualization of Biological Information with Circular Drawings -- Gene Selection Using Genetic Algorithms -- Knowledgeable Clustering of Microarray Data -- Correlation of Expression Between Different IMAGE Clones from the Same UniGene Cluster.
Record Nr.	UNISA-996466364903316

Edizione	[1st ed. 2014.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Descrizione fisica	1 online resource (XII, 242 p. 96 illus.)
Disciplina	006.6 006.37
Collana	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico	Optical data processing Pattern recognition Computer science—Mathematics Mathematical statistics Radiology Medicine Image Processing and Computer Vision Pattern Recognition Mathematics of Computing Probability and Statistics in Computer Science Imaging / Radiology Biomedicine, general
ISBN	3-319-08554-9
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Computational Efficiency -- Model Based Regularisation -- Optimisation -- Reconstruction -- Interventional Application -- Application Specific Measures of Similarity -- Poster Session.
Record Nr.	UNISA-996199993603316