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Titlebook: Information Technologies in Biomedicine; Third International Ewa Piętka,Jacek Kawa Conference proceedings 2012 Springer-Verlag Berlin Heid

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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/i/image/465631.jpg
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Detection of Abnormalities in ECGtable. In this paper we describe use of neural network for ECG signal prediction. Successful prediction of ECG should be used for the detection of abnormalities - artifacts, extrasystoles, apnea, etc. An automatic abnormalities detection system was created for offline and online purposes and functionality of this system is described in this paper.
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0302-9743 fully reviewed and selected from numerous submissions. The papers are organized in topical sections on image analysis; signal processing; biocybernetics; biomaterials; bioinformatics and biotechnology; biomechanics and rehabilitation; assisted living systems.978-3-642-31195-6978-3-642-31196-3Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Segmentation of the Left Ventricle Using Active Contour Method with Gradient Vector Flow Forces in Slinear regression analysis, correlation coefficients, and RSME errors. Sample Pearson product-moment correlation coefficients between automatic and manual delineation are .. = 0.95 and .. = 0.86. The coefficients of determination and RMSEs are ., . and ., ., respectively. These experiments confirm accuracy and robustness of the proposed approach.
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Automatic Detection of Melanomas: An Application Based on the ABCD Criteria for diameter) and has been tested on a database of 50 lesions (20 benign lesions and 30 malignant lesions). The results of the preliminary experiments show that the image analysis with computer assistance has the potential of more accurately identifying the dermoscopic lesions.
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Automatic Nuclei Detection on Cytological Images Using the Firefly Optimization Algorithmrequire a preliminary selection of objects on the image. We have adapted the firefly algorithm to this task. We have also proposed an initialization procedure. The method was experimentally shown to be satisfactorily effective. The approach was tested with real case medical data collected from patients of the Regional Hospital in Zielona Góra.
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Ontology of EEG Mapping – Preliminary Researchels and review of selected ontologies of nervous system. Ontology presentation provides: applied building methodology, the details of the knowledge acquisition process, the ontology structure, finally examples of applying ontology class definitions to the descriptions and interpretation of real regions of EEG activity on the EEG maps.
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