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Titlebook: Medical Data Analysis; Second International Jose Crespo,Victor Maojo,Fernando Martin Conference proceedings 2001 Springer-Verlag Berlin Hei

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书目名称Medical Data Analysis
副标题Second International
编辑Jose Crespo,Victor Maojo,Fernando Martin
视频video
概述Includes supplementary material:
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Medical Data Analysis; Second International Jose Crespo,Victor Maojo,Fernando Martin Conference proceedings 2001 Springer-Verlag Berlin Hei
描述The 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
出版日期Conference proceedings 2001
关键词Analysis; Bayesian network; case-based reasoning; classification; cognition; computer; computer vision; dat
版次1
doihttps://doi.org/10.1007/3-540-45497-7
isbn_softcover978-3-540-42734-6
isbn_ebook978-3-540-45497-7Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2001
The information of publication is updating

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A Generalized Uncertainty Function and Fuzzy Modeling,In this paper, a new hypothesis concerning the relationship between fuzzy truth values and probabilities is put forward. According to the hypothesis, the possibility distribution function and probability density function are not independent mathematical entities, but only different forms of a generalized uncertainty function.
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Web-Enabled Knowledge-Based Analysis of Genetic Data,ata and uses expert-defined patterns to find gene-to-gene or gene-to-outcome relations. It presents the results of analysis as genetic networks, wherein a set of genes has various influence on one another and on a biological outcome. In the paper, we particularly focus on its web-based interface and explanation mechanisms.
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Medical Analysis and Diagnosis by Neural Networks,n and the neuro-fuzzy approach is presented. Finally, as case study of neural rule based diagnosis septic shock diagnosis is described, on one hand by a growing neural network and on the other hand by a rule based system.
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Automatic Detection of Regions of Interest in Digitized Mammograms for Computer-Aided Diagnosis,localization. The output given by the system consists on a set of suspicious regions of being a carcinoma located in the original digitized image. .A clinical database has been built for testing purposes comprising 690 mammographic studies for which surgical verification is available, 392 of them obtained in 1997, and the rest in 1998.
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