Advances in Intelligent Analysis of Medical Data and Decision Support Systems

ISBN-13: 9783319000282 / Angielski / Twarda / 2013 / 247 str.

Roumen Kountchev;Barna Iantovics

Opis

This volume is a result of the fruitful and vivid discussions during the MedDecSup'2012 International Workshop bringing together a relevant body of knowledge, and new developments in the increasingly important field of medical informatics. This carefully edited book presents new ideas aimed at the development of intelligent processing of various kinds of medical information and the perfection of the contemporary computer systems for medical decision support. The book presents advances of the medical information systems for intelligent archiving, processing, analysis and search-by-content which will improve the quality of the medical services for every patient and of the global healthcare system. The book combines in a synergistic way theoretical developments with the practicability of the approaches developed and presents the last developments and achievements in medical informatics to a broad range of readers: engineers, mathematicians, physicians, and PhD students.

Spis treści

Machine Learning Applications in Cancer Informatics.- Methods for interpretation of data in medical informatics.- Margarita Favorskaya. Visual System of Sign Alphabet Learning for Poorly-hearing Children.- Decorrelation of sequences of medical CT images based on the Hierarchical Adaptive KLT.- Compression with Adaptive Speckle Suppression for Ultrasound Medical Images.- Adaptive Approach for Enhancement the Visual Quality of Low-contrast Medical Images.- An Adaptive Enhancement of X-ray Images.- Medical Images Transform by Multistage PCA-based Algorithm.- A New Histogram-based Descriptor for Images Retrieval from Databases.- Combining Features Evaluation Approach in Content-Based Image Search for Medical Applications.- Semi-automatic ultrasound medical image recognition for diseases classification in neurology.- Classification and Detection of Diabetic Retinopathy.- Principal Component Analysis Used In Estimation Of Human’s Immune System, Suffered From Allergic Rhinosinusopathy Complicated with Clamidiosis or without it.- Computer-Aided Diagnosis of Laryngopathies in the LabVIEW Environment: Exemplary Implementation.- Analysis and Development of Techniques and Methods in Medical Practice in Cochlear Implant Systems.- On Confidentially Connected-Free Graphs.- Route Search Algorithm in Timetable Graphs and Extension for Block Agents.- From Individual EHR Maintenance to Generalised Findings: Experiments for Application of NLP to Patient-Related Texts.- A Terminology Indexing Based on Heuristics Using Linguistic Resources for Medical Textual Corpus.- Architecture for Medical Image Processing.- A New Generation of Biomedical Equipment: FPGA.