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A detailed description of up-to-date methods used for computer processing and interpretation of medical images is given. The scope of the book include images acquisition, storing with compression, processing, analysis, recognition and also its automatic understanding In introduction general overview of the computer vision methods designed for medical images is presented. Next sources of medical images are presented with their general characteristics. Both traditional (like X-ray) and very modern (like PET) sources of medical images are presented. The main emphasis is placed on such properties of medical images given by particular medical imaging methods which are important form the point of view of its computer processing, analysis and recognition. The consecutive parts of the book describes compression and processing methods, including many methods developed by authors especially for medical images. After parts describing analysis and recognition of medical images come most important part, in which the new method of automatic understanding of medical images is given. This new method of image interpretation, described in previous works of the same authors with applications for simple 2D images now is generalized for 3D images and for complex medical images with many objects observed and with complicated relations between these objects.

Image Interpretation, Computer-Assisted --- Diagnostic imaging --- Artificial intelligence --- Imagerie pour le diagnostic --- Intelligence artificielle --- methods --- Data processing --- Informatique --- Diagnostic Imaging --- Methods --- Artificial Intelligence --- Investigative Techniques --- Diagnostic Techniques and Procedures --- Computing Methodologies --- Diagnosis, Computer-Assisted --- Decision Making, Computer-Assisted --- Diagnosis --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Information Science --- Medical Informatics Applications --- Medical Informatics --- Radiology, MRI, Ultrasonography & Medical Physics --- Applied Mathematics --- Civil Engineering --- Medicine --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Health & Biological Sciences --- Imaging systems in medicine. --- Data processing. --- Clinical imaging --- Imaging, Diagnostic --- Medical diagnostic imaging --- Medical imaging --- Noninvasive medical imaging --- Medical imaging systems --- Medicine. --- Internal medicine. --- Artificial intelligence. --- Applied mathematics. --- Engineering mathematics. --- Medicine & Public Health. --- Internal Medicine. --- Appl.Mathematics/Computational Methods of Engineering. --- Artificial Intelligence (incl. Robotics). --- Engineering --- Engineering analysis --- Mathematical analysis --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Medicine, Internal --- Clinical sciences --- Medical profession --- Human biology --- Life sciences --- Medical sciences --- Pathology --- Physicians --- Mathematics --- Medical instruments and apparatus --- Diagnosis, Noninvasive --- Imaging systems in medicine --- Mathematical and Computational Engineering. --- Artificial Intelligence. --- Engineering—Data processing. --- Mathematical and Computational Engineering Applications.

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This book presents the best 27 papers from the 20th Polish Conference on Biocybernetics and Biomedical Engineering (PCBBE) hosted by the AGH University of Science and Technology in Krakow. This biannual event has been held for nearly four decades and offers scientists and professionals from the fields of engineering, medicine, physics, and computer science an excellent platform for exchanging ideas. Biocybernetics and biomedical engineering is currently considered a promising approach to improving healthcare – and consequently quality of life. Innovative technical solutions not only respond to the needs of caregivers, but also stimulate the development of medical sciences by supporting medical practitioners, and we are currently witnessing a profound change of the role of medicine that has become ubiquitous in everyday life thanks to recent technological advances. The development of civilization manifests itself in a growing focus on investigating the secrets of the human life, continuous efforts to support life, and mimicking biological systems in engineering. Presenting the latest developments in all areas of biomedical engineering, the book is a valuable resource for researchers and scientists in the field.

Biological control systems --- Biomedical engineering --- Engineering. --- Artificial intelligence. --- Computational intelligence. --- Biomedical engineering. --- Computational Intelligence. --- Artificial Intelligence (incl. Robotics). --- Biomedical Engineering. --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- Medicine --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Construction --- Industrial arts --- Technology --- Artificial Intelligence. --- Biomedical Engineering and Bioengineering.

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A detailed description of up-to-date methods used for computer processing and interpretation of medical images is given. The scope of the book include images acquisition, storing with compression, processing, analysis, recognition and also its automatic understanding In introduction general overview of the computer vision methods designed for medical images is presented. Next sources of medical images are presented with their general characteristics. Both traditional (like X-ray) and very modern (like PET) sources of medical images are presented. The main emphasis is placed on such properties of medical images given by particular medical imaging methods which are important form the point of view of its computer processing, analysis and recognition. The consecutive parts of the book describes compression and processing methods, including many methods developed by authors especially for medical images. After parts describing analysis and recognition of medical images come most important part, in which the new method of automatic understanding of medical images is given. This new method of image interpretation, described in previous works of the same authors with applications for simple 2D images now is generalized for 3D images and for complex medical images with many objects observed and with complicated relations between these objects.

Engineering sciences. Technology --- Artificial intelligence. Robotics. Simulation. Graphics --- analyse (wiskunde) --- ingenieurswetenschappen --- robots

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Artificial intelligence. Robotics. Simulation. Graphics --- neuronale netwerken --- fuzzy logic --- cybernetica --- KI (kunstmatige intelligentie) --- robots

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Complex analysis --- Mathematical statistics --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- beeldverwerking --- factoranalyse --- complexe analyse (wiskunde) --- grafische vormgeving --- algoritmen --- KI (kunstmatige intelligentie)