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001 978-3-540-45497-7
003 DE-He213
005 20160624102003.0
007 cr nn 008mamaa
008 121227s2001 gw | s |||| 0|eng d
020 _a9783540454977
_9978-3-540-45497-7
024 7 _a10.1007/3-540-45497-7
_2doi
050 4 _aQA75.5-76.95
072 7 _aUNH
_2bicssc
072 7 _aUND
_2bicssc
072 7 _aCOM030000
_2bisacsh
082 0 4 _a025.04
_223
245 1 0 _aMedical Data Analysis
_h[electronic resource] :
_bSecond International Symposium, ISMDA 2001 Madrid, Spain, October 8–9, 2001 Proceedings /
_cedited by Jose Crespo, Victor Maojo, Fernando Martin.
260 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2001.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2001.
300 _aX, 314 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v2199
505 0 _aMedical Analysis and Diagnosis by Neural Networks -- On Applying Supervised Classification Techniques in Medicine -- Methods and Criteria for Detecting Significant Regions in Medical Image Analysis -- Using Bayesian Networks to Model Emergency Medical Services -- Analysis of Strength Data Based on Expert Knowledge -- A Computational Environment for Medical Diagnosis Support Systems -- Automatic Detection of Regions of Interest in Digitized Mammograms for Computer-Aided Diagnosis -- A New Method for Unifying Heterogeneous Databases -- Fatigue Indicators of Drowsy Drivers Based on Analysis of Physiological Signals -- Secure and Interoperable Document Management over the Internet — The Generic HARP Cross-Security Platform for Clinical Studies -- A Generalized Uncertainty Function and Fuzzy Modeling -- Special Time Series Models for Analysis of Mortality Data -- Knowledge Organisation in a Neonatal Jaundice Decision Support System -- Quasi-Fourier Modeling Individual and Count Outcomes -- An Anatomical and Functional Model for the Study of Cortical Functions -- Predicting the Level of Metabolic Control Using Collaborative Filtering -- Web-Enabled Knowledge-Based Analysis of Genetic Data -- Fuzzy Sets Applied to Image Processing and Quantification of Interstitial Fibrosis and Glomerular Size in Computer Assisted Microscopy -- Cancer Epidemiology of Small Communities: Using a Novel Approach to Detecting Clusters -- Hybrid Pattern Recognition Algorithms with the Statistical Model Applied to the Computer-Aided Medical Diagnosis -- Computer-Aided Diagnosis: Application of Wavelet Transform to the Detection of Clustered Microcalcifications in Digital Mammograms -- A Methodology for Constructing Expert Systems for Medical Diagnosis -- An Expert System for Microbiological Data Validation and Surveillance -- Hierarchical Clustering of Female Urinary Incontinence Data Having Noise and Outliers -- ACMD: A Practical Tool for Automatic Neural Net Based Learning -- Development of a Mammographic Analysis System Using Computer Vision Techniques -- Improvement of a Mammographic CAD System for Mass Detection -- Classification of Gene Expression Data in an Ontology -- Feature Selection Algorithms Applied to Parkinson’s Disease -- A New Model for AIDS Survival Analysis -- A Frequent Patterns Tree Approach for Rule Generation with Categorical Septic Shock Patient Data -- Analysis of Medical Diagnostic Images via the Implementation and Access to a Safe DICOMPACS with a Web Interface: Analysis of Contrast-enhanced CT Imaging of Oral and Oropharyngeal Carcinomas -- Classification of HEp-2 Cells Using Fluorescent Image Analysis and Data Mining -- Multitask Pattern Recognition Algorithm for the Medical Decision Support System -- The Analysis of Hospital Episodes -- Electroshock Effects Identification Using Classification Based on Rules -- Advanced Visualization of 3D data of Intravascular Ultrasound images -- Investigations on Stability and Overoptimism of Classification Trees by Using Cross-Validation -- A Case-Based Approach for the Classification of Medical Time Series -- Binary Vector or Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction -- Notes on Medical Decision Model Creation -- Refining the Knowledge Base of an Otoneurological Expert System -- Segmentation of Color Fundus Images of the Human Retina: Detection of the Optic Disc and the Vascular Tree Using Morphological Techniques -- Learning Structural Knowledge from the ECG -- Recurrence Quantification Analysis to Characterise the Heart Rate Variability Before the Onset of Ventricular Tachycardia -- Learning Bayesian-Network Topologies in Realistic Medical Domains.
520 _aThe 2nd International Symposium on Medical Data Analysis (ISMDA 2001) was the continuation of the successful ISMDA 2000, a conference held in Fra- furt, Germany, in September 2000. The ISMDA conferences were conceived to integrate interdisciplinary research from scienti?c ?elds such as statistics, s- nal processing, medical informatics, data mining, and biometrics for biomedical data analysis. A number of academic and professional people from those ?elds, including computer scientists, statisticians, physicians, engineers, and others, - alized that new approaches were needed to apply successfully all the traditional techniques, methods, and tools of data analysis to medicine. ISMDA 2001, as its predecessor, aimed to provide an international forum for sharing and exchanging original research ideas and practical development ex- riences. This year we broadened the scope of the conference, to included methods for image analysis and bioinformatics. Both are exciting scienti?c research ?elds and it was clear to the scienti?c committee that they had to be included in the areas of interest. Medicine has been one of the most di?cult application areas for computing. The number and importance of the di?erent issues involved suggests why many data analysis researchers ?nd the medical domain such a challenging ?eld. New interactive approaches are needed to solve these problems.
650 0 _aComputer science.
650 0 _aMedical records
_xData processing.
650 0 _aComputer software.
650 0 _aInformation storage and retrieval systems.
650 0 _aArtificial intelligence.
650 0 _aOptical pattern recognition.
650 1 4 _aComputer Science.
650 2 4 _aInformation Storage and Retrieval.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aProbability and Statistics in Computer Science.
650 2 4 _aPattern Recognition.
650 2 4 _aHealth Informatics.
650 2 4 _aAlgorithm Analysis and Problem Complexity.
700 1 _aCrespo, Jose.
_eeditor.
700 1 _aMaojo, Victor.
_eeditor.
700 1 _aMartin, Fernando.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540427346
786 _dSpringer
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v2199
856 4 0 _uhttp://dx.doi.org/10.1007/3-540-45497-7
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