Natural User Interfaces in Medical Image Analysis: Cognitive Analysis of Brain and Carotid Artery Images

ISBN-13: 9783319377001 / Angielski / Miękka / 2016 / 288 str.

Marek R. Ogiela; Tomasz Hachaj

Opis

Although the capabilities of computer image analysis do not yet match those of the human visual system, recent developments have made great progress towards tackling the challenges posed by the perceptual analysis of images.This unique text/reference highlights a selection of important, practical applications of advanced image analysis methods for medical images. The book covers the complete methodology for processing, analysing and interpreting diagnostic results of sample computed tomography (CT) images. The text also presents significant problems related to new approaches and paradigms in image understanding and semantic image analysis. To further engage the reader, example source code is provided for the implemented algorithms in the described solutions.Topics and features: describes the most important methods and algorithms used for image analysis, including holistic and syntactic methods; examines the fundamentals of cognitive computer image analysis for computer-aided diagnosis and semantic image description, introducing the cognitive resonance model; presents original approaches for the semantic analysis of CT perfusion and CT angiography images of the brain and carotid artery; discusses techniques for creating 3D visualisations of large datasets, and efficient and reliable algorithms for 3D rendering; reviews natural user interfaces in medical imaging systems, covering innovative Gesture Description Language technology; concludes with a summary of significant developments in advanced image recognition techniques and their practical applications, along with possible directions for future research.This cutting-edge work is an invaluable practical resource for researchers and professionals interested in medical informatics, computer-aided diagnosis, computer graphics, and intelligent information systems.

Spis treści

Image Processing, Pattern Recognition and Semantic Understanding Techniques

Cognitive Methods for Semantic Image Analysis in Medical Imaging Applications

Computer Analysis of Brain Perfusion and Neck Angiography Images

Brain and Neck Visualization Techniques

Natural User Interfaces for Exploring and Modeling Brain and Neck Structures

Summary

O autorze

Prof. Dr. Marek R. Ogiela is a Professor of Computer Science and Head of the Cryptography and Cognitive Informatics Research Group at the AGH University of Science and Technology, Krakow, Poland. He has developed new paradigms of visual pattern cognitive understanding, as well as crypto-biometric secret-sharing threshold schemes.

His publications include the Springer titles Secure Information Management Using Linguistic Threshold Approach, Advances in Cognitive Information Systems, Computational Intelligence Paradigms in Advanced Pattern Classification, Cognitive Techniques in Visual Data Interpretation and Modern Computational Intelligence Methods for the Interpretation of Medical Images.

Dr. Tomasz Hachaj is an Assistant Professor at the Institute of Computer Science and Computational Methods of the Pedagogical University of Krakow, Poland. His research interests are in pattern recognition, image processing and computer graphics. He is the author of a few dozen scientific publications in his fields of interest.

Prof. Dr. Marek R. Ogiela and Dr. Tomasz Hachaj are inventors of the innovative GDL technology for multimedia systems and human gesture analysis.