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Visualització de la informació --- Visualització --- Analítica visual --- Visualització científica --- Visualització de les dades --- Information visualization. --- Computer graphics --- Computer graphics. --- Mathematics. --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- Data visualization --- Visualization of information --- Information science --- Visual analytics --- Digital techniques

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Charts, diagrams, etc. --- Information visualization. --- Science --- Visualització de la informació --- Diagrames --- Filosofia de la ciència --- Fenomenologia --- Philosophy. --- Intersubjectivitat --- Psicologia fenomenològica --- Història de la psicologia --- Filosofia i ciència --- Ciència --- Coincidència --- Filosofia de la matemàtica --- Teoria de sistemes --- Data visualization --- Visualization of information --- Information science --- Visual analytics --- Diagrams, charts, etc. --- Graphs --- Plots (Diagrams) --- Normal science --- Philosophy of science --- Esquemes --- Gràfics --- Quadres i gràfics --- Visualització científica --- Visualització de les dades --- Visualització --- Analítica visual

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This edited book explores the use of technology to enable us to visualise the life sciences in a more meaningful and engaging way. It will enable those interested in visualisation techniques to gain a better understanding of the applications that can be used in visualisation, imaging and analysis, education, engagement and training. The reader will also be able to learn about the use of visualisation techniques and technologies for the historical and forensic settings. The reader will be able to explore the utilisation of technologies from a number of fields to enable an engaging and meaningful visual representation of the biomedical sciences. In this volume, there are chapters which examine forensic and historical visualisation techniques and digital reconstruction, ultrasound, virtual learning resources and patient utilised software and hardware. The use of HoloLens as a disruptive technology is discussed as well as historical items as a feature in a modern medical curriculum. It concludes with a fascinating chapter on pulse extraction from facial videos. All in all, this volume has something for everyone whether that is faculty, students, clinicians and forensic practitioners, patients, or simply having an interest in one or more of these areas.

Medicine. --- Biomedical engineering. --- Bioinformatics. --- Biotechnology. --- Optical data processing. --- Biomedicine, general. --- Biomedical Engineering and Bioengineering. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Chemical engineering --- Genetic engineering --- Bio-informatics --- Biological informatics --- Biology --- Information science --- Computational biology --- Systems biology --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- Medicine --- Health Workforce --- Optical equipment --- Data processing --- Visualització de la informació --- Enginyeria biomèdica --- Enginyeria clínica --- Enginyeria mèdica --- Bioenginyeria --- Biofísica --- Enginyeria --- Medicina --- Electrònica mèdica --- Enginyeria de teixits --- Materials biomèdics --- Aparells i instruments mèdics --- Visualització científica --- Visualització de les dades --- Visualització --- Analítica visual

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This is the first technical book that considers tests as public tools and examines how to engineer and process test data, extract the structure within the data to be visualized, and thereby make test results useful for students, teachers, and the society. The author does not differentiate test data analysis from data engineering and information visualization. This monograph introduces the following methods of engineering or processing test data, including the latest machine learning techniques: classical test theory (CTT), item response theory (IRT), latent class analysis (LCA), latent rank analysis (LRA), biclustering (co-clustering), and Bayesian network model (BNM). CTT and IRT are methods for analyzing test data and evaluating students’ abilities on a continuous scale. LCA and LRA assess examinees by classifying them into nominal and ordinal clusters, respectively, where the adequate number of clusters is estimated from the data. Biclustering classifies examinees into groups (latent clusters) while classifying items into fields (factors). Particularly, the infinite relational model discussed in this book is a biclustering method feasible under the condition that neither the number of groups nor the number of fields is known beforehand. Additionally, the local dependence LRA, local dependence biclustering, and bicluster network model are methods that search and visualize inter-item (or inter-field) network structure using the mechanism of BNM. As this book offers a new perspective on test data analysis methods, it is certain to widen readers’ perspective on test data analysis. .

Estadística bayesiana --- Anàlisi de conglomerats --- Mineria de dades --- Tests i proves en educació --- Processament de dades --- Visualització de la informació --- Visualització científica --- Visualització de les dades --- Visualització --- Analítica visual --- Processament de dades electròniques --- Processament automàtic de dades --- Processament electrònic de dades --- Processament integrat de dades --- Sistematització de dades (Ordinadors) --- Tractament de dades --- Tractament electrònic de dades --- Tractament integrat de dades --- Automatització --- Informàtica --- Complexitat computacional --- Curació de dades --- Depuració (Informàtica) --- Estructures de dades (Informàtica) --- Gestió de bases de dades --- Informàtica mòbil --- Informàtica recreativa --- Intel·ligència artificial --- Sistemes en línia --- Temps real (Informàtica) --- Tractament del llenguatge natural (Informàtica) --- Processament òptic de dades --- Protecció de dades --- Transmissió de dades --- Tolerància als errors (Informàtica) --- Mesuraments en educació --- Mesuraments i proves educatives --- Proves en educació --- Tests en educació --- Psicometria --- Proves d'accés a la universitat --- Qualificacions (Ensenyament) --- Tests de lectura --- Avaluació dels alumnes --- Avaluació dels estudiants --- Tests --- Prospecció de dades --- Cerca en bases de dades --- Arquitectura orientada a serveis (Informàtica) --- Extracció de dades de llocs web --- Mineria de web --- Anàlisi de Cluster --- Anàlisi d'agrupaments --- Anàlisi espacial (Estadística) --- Anàlisi multivariable --- Correlació (Estadística) --- Estadística de Bayes --- Fórmula de Bayes --- Presa de decisions (Estadística bayesiana) --- Solució de Bayes --- Teorema de Bayes --- Teoria de la decisió estadística bayesiana --- Presa de decisions --- Data mining. --- Information visualization. --- Educational tests and measurements --- Bayesian statistical decision theory. --- Cluster analysis. --- Data processing. --- Correlation (Statistics) --- Multivariate analysis --- Spatial analysis (Statistics) --- Bayes' solution --- Bayesian analysis --- Statistical decision --- Data visualization --- Visualization of information --- Information science --- Visual analytics --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Social sciences --- Statistics. --- Political planning. --- Psychometrics. --- Machine learning. --- Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy. --- Statistical Theory and Methods. --- Public Policy. --- Machine Learning. --- Statistical methods. --- Learning, Machine --- Artificial intelligence --- Machine theory --- Measurement, Mental --- Measurement, Psychological --- Psychological measurement --- Psychological scaling --- Psychological statistics --- Psychology --- Psychometry (Psychophysics) --- Scaling, Psychological --- Psychological tests --- Scaling (Social sciences) --- Planning in politics --- Public policy --- Planning --- Policy sciences --- Politics, Practical --- Public administration --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Measurement --- Scaling --- Methodology