SearchPublisher and Institutes
You are here: Home :: Keyword index :: Bre bis com :: circadian rhythm - classification of gene expression data 
classification
Items for "classification"
A Systematic Designing Approach for Signal-based Fault Diagnosis System, Part 1
This paper deals with the design methodology of fault diagnosis systems based on signal analysis. Fault diagnosis systems generaly have to be engineered individualy, therefore it is of interest to develop tools and schematic design process as aimed in this paper, which reduce the engineering expense...
Keywords: Fault detection, fault diagnosis, feature extraction, feature selection, classification
01/2006 | at – Automatisierungstechnik, Oldenbourg WissenschaftsverlagStatistical inference on graphs
The problem of graph inference, or graph reconstruction, is to predict the presence or absence of edges between a set of given points known to form the vertices of a graph...
Keywords: statistical learning, classification, Vapnik-Chervonenkis dimension, graph inference, graph reconstruction
02/2006 | Statistics & Decisions, Oldenbourg WissenschaftsverlagStroke: causes and classification
Cerebrovascular disease is caused by ischaemic stroke, intracerebral haemorrhage, subarachnoidal haemorrhage or cerebral vein and sinus thrombosis...
Keywords: Schlaganfall, Ursachen, Klassifikation
01/2006 | Hämostaseologie, SchattauerAdaptable Preprocessing Units and Neural Classification for the Segmentation of EEG Signals
In this contribution, a methodology for the simultaneous adaptation of preprocessing units (PPUs) for feature extraction and of neural classifiers that can be used for time series classification is presented...
Keywords: EEG Processing, Neural Networks, classification, Intensive Care
09/1999 | Methods of Information in Medicine, SchattauerManagers Reports of Automated Coding System Adoption and Effects on Data Quality
OBJECTIVE: Assessment of the adoption of automated classification (encoder) systems in healthcare settings and related effects on perceived data quality. METHODS: Survey of all U.S...
Keywords: MeSH terms: evidence-based, quality, classification, data systems
01/2003 | Methods of Information in Medicine, SchattauerLogical Ontology for Mediating between Nursing Intervention Terminology Systems
OBJECTIVES: Several researchers have proposed the use of logical ontologies as reference terminologies...
Keywords: Nursing, Terminology, classification
01/2003 | Methods of Information in Medicine, SchattauerDiagnosis of Glaucoma by Indirect Classifiers
OBJECTIVES: Demonstration of the applicability of a framework called indirect classification to the example of glaucoma classification...
Keywords: Glaucoma, classification, decision trees
01/2003 | Methods of Information in Medicine, SchattauerStatistical Linkage of Treatment to Diagnosis for Research and Monitoring of Practice Patterns
OBJECTIVES: At each patient contact general practitioners enter information about the diagnoses and the interventions in the electronic medical record (EMR) system...
Keywords: General Practitioner, family practice, classification, Quality assurance, linkage, EMR data
01/2004 | Methods of Information in Medicine, SchattauerPenalized Binary Regression for Gene Expression Profiling
OBJECTIVES: A typical bioinformatics task in microarray analysis is the classification of biological samples into two alternative categories...
Keywords: Bayes, bioinformatics, classification, cross-validation, logit regression, penalization, prediction, probit regression
01/2004 | Methods of Information in Medicine, SchattauerMarker Identification and Classification of Cancer Types Using Gene Expression Data and SIMCA
OBJECTIVES: High-throughput technologies are radically boosting the understanding of living systems, thus creating enormous opportunities to elucidate the biological processes of cells in different physiological states...
Keywords: Gene Expression Data, SIMCA, PCA, feature extraction, classification
01/2004 | Methods of Information in Medicine, SchattauerAnalysis of Vocal Tract Characteristics for Near-term Suicidal Risk Assessment
OBJECTIVES: Among the many clinical decisions that psychiatrists must make, assessment of a patient's risk of committing suicide is definitely among the most important, complex and demanding...
Keywords: Suicide, speech, classification, mel-cepstrum
01/2004 | Methods of Information in Medicine, SchattauerSimulation Based Analysis of Automated, Classification of Medical Images
OBJECTIVES: The ability of various classifiers to discriminate between normal and glaucomatous eyes based on features derived from automated analysis of laser scanning images of the eye background is investigated. METHODS: To compare the classifiers without over-optimization for a given dataset, we use a simulation model to create topography images...
Keywords: classification, laser scanning images, Glaucoma, Simulation
01/2004 | Methods of Information in Medicine, SchattauerImproving Model Robustness with Bootstrapping Application to Optimal Discriminant Analysis for Ordinal Responses (ODAO)
Objective: Recent results published by Coste et al. in discriminant analysis with ordinal responses showed the superiority of optimal discriminating analysis for ordinal responses (ODAO) both in terms of classification and simplicity of implementation compared to classic methods (Fishers discrimination, logistic regression) applied to medical data (prognostics of burns) and to simulated data...
Keywords: classification, ordinal responses, ODAO, adaptive random search, fluctuations, modeling, bootstrap, robustness
01/2005 | Methods of Information in Medicine, SchattauerA Methodological Framework for the Conversion of Procedure Classifications
OBJECTIVES: During the adaptation of the Australian Refined Diagnosis Related Groups for Germany mapping tables between procedure classifications were needed...
Keywords: classification, diagnosis-related groups, Mapping, procedures, Terminology
01/2005 | Methods of Information in Medicine, SchattauerReproducible Statistical Analysis in Microarray Profiling Studies
Objectives: Microarrays are a recent biotechnology that offers the hope of improved cancer classification...
Keywords: classification, reproducibility, microarray profiling studies, statistical computation
01/2006 | Methods of Information in Medicine, SchattauerFrom diagnostics to therapy – conceptual basis for real-time movement feedback in rehabilitation medicine
Recently, locomotion therapy on a treadmill has become part of rehabilitation programs for neurological gait disorders (spinal cord injury, hemiplegia)...
Keywords: classification, feature extraction, gait analysis, movement feedback, rehabilitation
12/2006 | Biomedizinische Technik, Walter de GruyterAuditory evoked potentials for the assessment of depth of anaesthesia: different configurations of artefact detection algorithms
Monitoring the depth of anaesthesia has become an important research topic in the field of biosignal processing...
Keywords: AEP extraction, AEP verification, EEG, classification, monitoring, support vector machines
02/2007 | Biomedizinische Technik, Walter de Gruyter‘Species’ of peptidases
A good system for the naming and classification of peptidases can contribute much to the study of these enzymes...
Keywords: classification, MEROPS database, peptidase species
11/2007 | Biological Chemistry, Walter de GruyterNon-parametric segmentation of ALS point clouds using mean shift
Segmentation is a key task in the processing of 3D point clouds as obtained from airborne laser scanners (ALS)...
Keywords: segmentation, classification, clustering, airborne laser scanning, mean shift
11/2007 | Journal of Applied Geodesy, Walter de GruyterA synoptic review of the classification of red algal genera a half century after Kylin's “Die Gattungen der Rhodophyceen ”
Classification of the red algae (Rhodoplantae) has undergone significant change since the seminal work of Harald Kylin, “
Keywords: classification, genera, Kylin, red algae, Rhodoplantae
09/2007 | Botanica Marina, Walter de GruyterReproducibility of impaired glucose tolerance (IGT) and impaired fasting glucose (IFG) classification: a systematic review
Keywords: classification, diagnosis, impaired fasting glucose, impaired glucose tolerance, reproducibility, systematic review
09/2007 | Clinical Chemical Laboratory Medicine, Walter de Gruyter