Information technologies in biomedicine
著者
書誌事項
Information technologies in biomedicine
（Advances in soft computing, 47）
Springer, c2008
- pbk.
- ebk.
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注記
Includes bibliographical references and index
内容説明・目次
- 巻冊次
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pbk. ISBN 9783540681670
内容説明
As the medical information systems have been integrated in order to address the core of medicine, including patient care in ambulatory and in-patient setting, computer assisted diagnosis and treatment, telemedicine, and home care we are witnessing radical changes in the Information Technologies. This will continue in the years to come. This book presents a comprehensive study in this field and contains carefully selected articles contributed by experts of information technologies. It is an interdisciplinary collection of papers that have both a theoretical and applied dimension. In particular, it includes the following sections: - Image Processing and CAD, - Signal Processing, - Biotechnology, - Data Analysis, - Multimedia, - Biomechanics.
This book is a great reference tool for scientists who deal with problems of designing and implementing information processing tools employed in systems that assist the clinicians in patient diagnosis and treatment.
目次
Invited Papers.- Exploring the Knowledge of Human Expert beyond His Willing Expression.- Application Problems of Implants Used in Interventional Cardiology.- Computer Enhanced Orthopedics.- Computer-Aided Diagnosis: From Image Understanding to Integrated Assistance.- Image Processing and CAD.- Biomedical Structures Representation by Morphological Spectra.- Medical Image Analysis Using Potential Active Contours.- Potential Active Contours - Basic Concepts, Mechanisms and Features.- Fractal Magnification of Medical Images.- Fuzzy Clustering in Segmentation of Abdominal Structures Based on CT Studies.- The Clusterization Process in an Adaptative Method of Image Segmentation.- Content-Based Indexing of Medical Images for Digital Radiology Applications.- Shape and Texture Feature Extraction for Retrieval Mammogram in Databases.- Mathematical Morphology (MM) Features for Classification of Cancerous Masses in Mammograms.- Stroke Display Extensions: Three Forms of Visualization.- Automated Fuzzy-Connectedness-Based Segmentation in Extraction of Multiple Sclerosis Lesions.- Computer-Interactive Methods of Brain Cortical Evaluation.- Automatic Registration of MRI Brain.- Magnetic Resonance Image Classification Using Fractal Analysis.- Application of MLBP Neural Network for Exercise ECG Test Records Analysis in Coronary Artery Diagnosis.- Volumetric Analysis of Tumours and Their Blood Vessels.- Pre- and Postprocessing Stages in Fuzzy Connectedness-Based Lung Nodule CAD.- Modeling and Simulation of Airway Tissues Stresses during Pulmonary Recruitment.- Compression of Bronchoscopy Video: Coding Usefulness and Efficiency Assessment.- Fuzzy Rule-Based System for the Diagnosis of Laryngeal Pathology Based on Contact Endoscopy Images.- Synthesis of Medical Images in the Domain of Melanocytic Skin Lesions.- Identification of Layers in a Tomographic Image of an Eye Based on the Canny Edge Detection.- Signal Processing.- Diagnostic Quality-Derived Patient-Oriented Optimization of ECG Interpretation.- Projective Versus Linear Filtering for Repolarization Duration Measurement.- An Application of Robust Kernel-Based Filtering of Biomedical Signals.- Weighted Averaging of ECG Signal Using Criterion Function Minimization.- Empirical Bayesian Approach to Weighted Averaging of ECG Signal Using Cauchy Distribution.- An Approach to Estimation of the Angular Eye-Ball Speed Based on the EOG Signal.- Ensuring the Real Time Signal Transmission Using GSM/Internet Technology for Remote Fetal Monitoring.- Prediction of Newborn Sex with Neural Networks Approach to Fetal Cardiotocograms Classification.- Coping with Limitation of Bedside Measurement Instrumentation for Reliable Assessment of Fetal Heart Rate Variability.- Relationships between Isopotential Areas in EEG Maps before, during and after the Seizure Activity.- Assessment of Uterine Contractile Activity during a Pregnancy Based on a Nonlinear Analysis of the Uterine Electromyographic Signal.- Biotechnology.- Use of Computer System for Cell Hybridisation in Biotechnology and Medicine.- Clustering as a Method of Image Simplification.- Application to Estimate Haplotypes for Multiallelic Present-Absent Loci.- Detection of Mitotic Cell Fraction in Neural Stem Cells in Cultures.- Protein Molecular Viewer for Visualizing Structures Stored in the PDBML Format.- Fuzzy Support Vector Machine for Genes Expression Data Analysis.- Predictive Performance of Top Differentially Expressed Genes in Microarray Gene Expression Studies.- A Study on Diagnostic Potential of a Computer-Assisted System for Identification of Neoplastic Urothelial Nuclei from the Bladder.- Data Analysis.- Control of Hand Bioprosthesis Via Sequential Recognition of Patient's Intent Using Combination of Fuzzy Sets and Dempster-Shafer Theory.- Matching Knowledge and Evidence in a Model of Medical Diagnosis.- Nonparametric Regression for Analyzing Correlation between Medical Parameters.- Experiments on Linear Combiners.- Processing of Missing Data in a Fuzzy System.- Knowledge-Based Decision Hybrid System for the Doctor's Work Support.- Features for Text Comparison.- Possibility of Use a Fuzzy Loss Function in Medical Diagnostics.- An Application of a Generalized Additive Model for an Identification of a Nonlinear Relation between a Course of Menstrual Cycles and a Risk of Endometrioid Cysts.- Recognition of the Ventilatory Response to the Intermittent Chemical Stimuli in Awake Animals.- Multimedia.- Telesfor - Telemedical Real-Time Communication Support System.- Multimedia Program for Teaching Autistic Children.- Multimedia System for Accessible Distant Education.- Biomechanics.- Biomechanical Behaviour of Double Threaded Screw in Tibia Fixation.- Biomechanical Analysis of Lumbar Spine Stabilization by Means of Transpedicular Stabilizer.- FEM Analisys of the Expandable Intramedullar Nail.- Biomechanical Analysis of Plate for Corrective Osteotomy of Tibia.- Kinematic Analysis of Complex Therapeutic Movements of the Upper Limb.- Influence of Model Discretization Density in FEM Numerical Analysis on the Determined Stress Level in Bone Surrounding Dental Implants.- Computer Simulations of Electric Properties of Organic and Non-organic Compounds.
- 巻冊次
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ebk. ISBN 9783540681687
内容説明
Information Technology in Biomedicine is an interdisciplinary research area, that bridges the gap between tethodological achievements in engineering and clinical requirements in medical diagnosis and therapy. In this book, members of the academic society of technical and medical background present their research results and clinical implementation in order to satisfy the functional requirements of authorized physicians for the benefit of the patients. An extended area is covered by the articles. It includes biomedical signals, medical image processing, computer-aided diagnosis and surgery, biometrics, healthcare and telemedicine, biomechanics, biomaterials, bioinformatics. Section on bronchoscopy presents the basis as well as new research studies performed in this field. Papers present various theoretical approaches and new methodologies based on fuzzy sets, mathematical statistics, mathematical morphology, fractals, wavelets, syntactic methods, artificial neural networks, graphs and many others.
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