Applications of Computational Intelligence in Biomedical Technology

✍ Scribed by Radim Bris, Jaroslav Majernik, Krzysztof Pancerz, Elena Zaitseva (eds.)

Publisher: Springer International Publishing
Year: 2016
Tongue: English
Leaves: 255
Series: Studies in Computational Intelligence 606
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book presents latest results and selected applications of Computational Intelligence in Biomedical Technologies. Most of contributions deal with problems of Biomedical and Medical Informatics, ranging from theoretical considerations to practical applications. Various aspects of development methods and algorithms in Biomedical and Medical Informatics as well as Algorithms for medical image processing, modeling methods are discussed. Individual contributions also cover medical decision making support, estimation of risks of treatments, reliability of medical systems, problems of practical clinical applications and many other topics. This book is intended for scientists interested in problems of Biomedical Technologies, for researchers and academic staff, for all dealing with Biomedical and Medical Informatics, as well as PhD students. Useful information is offered also to IT companies, developers of equipment and/or software for medicine and medical professionals.

✦ Table of Contents

Front Matter....Pages i-viii
Mesh-Based Modeling of Individual Cells and Their Dynamics in Biological Fluids....Pages 1-28
Usage of Industrial Computed Tomography for Evaluation of Custom-Made Implants....Pages 29-45
Assessment of Mortality Risk for Patients Undergoing Colorectal Surgery Using Regression Modeling....Pages 47-66
Profiling of Software Requirements for the Pharmaceutical Enterprise Manufacturing Execution System....Pages 67-92
Application of Survival Analysis on Analysing the Association Between Chromosomal Aberrations and Carcinoma....Pages 93-102
Modelling the Results of the Phadiatop Test Using the Logistic and Ordinal Regression....Pages 103-118
Complex Data Management in MRI Results Processing....Pages 119-141
Biometrics for Biomedical Applications....Pages 143-161
Multimedia Support of Medical Education Utilizing On-Line Archive of Video Lectures....Pages 163-174
Evaluation of Postural Stability Using Motion Analysis Techniques....Pages 175-184
Some Issues on an Object-Oriented Programming Language for Physarum Machines....Pages 185-199
A Tool for Computer-Aided Diagnosis of Psychological Disorders Based on the MMPI Test: An Overview....Pages 201-213
The Instance and Feature Selection for Neural Network Based Diagnosis of Chronic Obstructive Bronchitis....Pages 215-228
New Methods for the Reliability Analysis of Healthcare System Based on Application of Multi-State System ....Pages 229-251

✦ Subjects

Computational Intelligence; Biomedical Engineering; Artificial Intelligence (incl. Robotics)

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