Computational Biology Of The Heart

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Computational Biology of the Heart

Author : Alexander V. Panfilov
Publisher : Wiley-Blackwell
ISBN 13 :
Total Pages : 452 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Computational Biology of the Heart by : Alexander V. Panfilov

Download or read book Computational Biology of the Heart written by Alexander V. Panfilov and published by Wiley-Blackwell. This book was released on 1997-03-28 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modelling the genesis and propagation of electrical activity in the heart in quantitative terms is one of the most important recent applications of mathematical modelling in biology. The main research direction, and the most important for biological and medical applications, is the development of realistic models of electrical activity in cardiac tissue and the whole mammalian heart. Recent progress in nonlinear dynamics, advances in computer technology and experiments on cardiac tissue have made feasible the construction of such models. Computational Biology of the Heart is the first book to provide a comprehensive survey of recent research together with a systematic overview of the subject. The contributions, all written by experts in the different areas of the subject, cover all main aspects of whole heart modelling: from excitation in single cells, to two and three dimensional models of cardiac tissue and the whole heart. Various computational models and techniques are described and then applied to reconstruct and visualise modelled activity in both normal and pathological heart tissues. The models are nonlinear and use techniques of ordinary differential equations, partial differential equations and eikonal equations. The book also provides a review of modelling cardiac contraction, mapping electrical activity from electrocardiograms, and recent experimental observations of wave propagation in the whole heart. Graduate students and researchers in such areas as applied mathematical biology, clinical physiology and cardiology will find this book to be an invaluable resource for their work.

Computing the Electrical Activity in the Heart

Author : Joakim Sundnes
Publisher : Springer Science & Business Media
ISBN 13 : 3540334378
Total Pages : 323 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Computing the Electrical Activity in the Heart by : Joakim Sundnes

Download or read book Computing the Electrical Activity in the Heart written by Joakim Sundnes and published by Springer Science & Business Media. This book was released on 2007-06-26 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes mathematical models and numerical techniques for simulating the electrical activity in the heart. It gives an introduction to the most important models, followed by a detailed description of numerical techniques. Particular focus is on efficient numerical methods for large scale simulations on both scalar and parallel computers. The results presented in the book will be of particular interest to researchers in bioengineering and computational biology.

Introduction to Computational Cardiology

Author : Boris Ja. Kogan
Publisher : Springer Science & Business Media
ISBN 13 : 0387766863
Total Pages : 236 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Introduction to Computational Cardiology by : Boris Ja. Kogan

Download or read book Introduction to Computational Cardiology written by Boris Ja. Kogan and published by Springer Science & Business Media. This book was released on 2009-12-09 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Computational Cardiology provides a comprehensive, in-depth treatment of the fundamental concepts and research challenges involved in the mathematical modeling and computer simulation of dynamical processes in the heart, under normal and pathological conditions. About this textbook: - Presents descriptions of models used in both biology and medicine for discovering the mechanisms of heart function and dysfunction on several physiological scales across different species. - Provides several examples throughout the textbook and exercises at the end which facilitate understanding of basic concepts and introduces, for implementation, treated problems to parallel supercomputers. Introduction to Computational Cardiology serves as a secondary textbook or reference book for advanced-level students in computer science, electrical engineering, biomedical engineering, and cardiac electrophysiology. It is also suitable for researchers employing mathematical modeling and computer simulations of biomedical problems.

Foundations of Systems Biology

Author : Hiroaki Kitano
Publisher : MIT Press (MA)
ISBN 13 : 9780262112666
Total Pages : 297 pages
Book Rating : 4.1/5 (126 download)

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Book Synopsis Foundations of Systems Biology by : Hiroaki Kitano

Download or read book Foundations of Systems Biology written by Hiroaki Kitano and published by MIT Press (MA). This book was released on 2001 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overview of the methodologies and techniques of the emerging field of systems biology.

Modeling the Heart and the Circulatory System

Author : Alfio Quarteroni
Publisher : Springer
ISBN 13 : 3319052306
Total Pages : 238 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Modeling the Heart and the Circulatory System by : Alfio Quarteroni

Download or read book Modeling the Heart and the Circulatory System written by Alfio Quarteroni and published by Springer. This book was released on 2015-04-24 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book comprises contributions by some of the most respected scientists in the field of mathematical modeling and numerical simulation of the human cardiocirculatory system. The contributions cover a wide range of topics, from the preprocessing of clinical data to the development of mathematical equations, their numerical solution, and both in-vivo and in-vitro validation. They discuss the flow in the systemic arterial tree and the complex electro-fluid-mechanical coupling in the human heart. Many examples of patient-specific simulations are presented. This book is addressed to all scientists interested in the mathematical modeling and numerical simulation of the human cardiocirculatory system.

Modeling in Computational Biology and Biomedicine

Author : Frédéric Cazals
Publisher : Springer Science & Business Media
ISBN 13 : 364231208X
Total Pages : 333 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Modeling in Computational Biology and Biomedicine by : Frédéric Cazals

Download or read book Modeling in Computational Biology and Biomedicine written by Frédéric Cazals and published by Springer Science & Business Media. This book was released on 2012-11-06 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational biology, mathematical biology, biology and biomedicine are currently undergoing spectacular progresses due to a synergy between technological advances and inputs from physics, chemistry, mathematics, statistics and computer science. The goal of this book is to evidence this synergy by describing selected developments in the following fields: bioinformatics, biomedicine and neuroscience. This work is unique in two respects - first, by the variety and scales of systems studied and second, by its presentation: Each chapter provides the biological or medical context, follows up with mathematical or algorithmic developments triggered by a specific problem and concludes with one or two success stories, namely new insights gained thanks to these methodological developments. It also highlights some unsolved and outstanding theoretical questions, with a potentially high impact on these disciplines. Two communities will be particularly interested in this book. The first one is the vast community of applied mathematicians and computer scientists, whose interests should be captured by the added value generated by the application of advanced concepts and algorithms to challenging biological or medical problems. The second is the equally vast community of biologists. Whether scientists or engineers, they will find in this book a clear and self-contained account of concepts and techniques from mathematics and computer science, together with success stories on their favorite systems. The variety of systems described represents a panoply of complementary conceptual tools. On a practical level, the resources listed at the end of each chapter (databases, software) offer invaluable support for getting started on a specific topic in the fields of biomedicine, bioinformatics and neuroscience.

Functional Imaging and Modeling of the Heart

Author : Frank B. Sachse
Publisher : Springer
ISBN 13 : 3540729070
Total Pages : 488 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Functional Imaging and Modeling of the Heart by : Frank B. Sachse

Download or read book Functional Imaging and Modeling of the Heart written by Frank B. Sachse and published by Springer. This book was released on 2007-07-10 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2007, held in Salt Lake City, UT, USA in June 2007. The contributions describe both experimental and computational studies and cover topics such as imaging and image analysis, cardiac electrophysiology, electro- and magnetocardiography, cardiac mechanics and clinical application, imaging and anatomical modeling.

Gene Technology, Immunology and Computational Biology (English Edition)

Author : Dr. Lalit Gupta
Publisher : Thakur Publication Private Limited
ISBN 13 : 935755033X
Total Pages : 408 pages
Book Rating : 4.3/5 (575 download)

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Book Synopsis Gene Technology, Immunology and Computational Biology (English Edition) by : Dr. Lalit Gupta

Download or read book Gene Technology, Immunology and Computational Biology (English Edition) written by Dr. Lalit Gupta and published by Thakur Publication Private Limited. This book was released on 2023-02-01 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncover the secrets of Gene Technology, Immunology, and Computational Biology with the English edition e-Book, "Gene Technology, Immunology and Computational Biology." This comprehensive resource, published by Thakur Publication, is tailored for B.Sc 4th Semester students in U.P. State Universities, following the common syllabus. Explore the cutting-edge fields of gene technology, immunology, and computational biology, and gain a deep understanding of their applications and significance. From genetic engineering to immune responses and computational analysis, this e-Book covers a wide range of topics. Equip yourself with the knowledge and skills to excel in these dynamic fields. Get your copy today and embark on a journey of biological discovery.

Systems Biology

Author : Isidore Rigoutsos
Publisher : Oxford University Press
ISBN 13 : 0195300807
Total Pages : 360 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis Systems Biology by : Isidore Rigoutsos

Download or read book Systems Biology written by Isidore Rigoutsos and published by Oxford University Press. This book was released on 2006-09-14 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent of genome sequencing and associated technologies has transformed biologists' ability to measure important classes of molecules and their interactions. This expanded cellular view has opened the field to thousands of interactions that previously were outside the researchers' reach. The processing and interpretation of these new vast quantities of interconnected data call for sophisticated mathematical models and computational methods. Systems biology meets this need by combining genomic knowledge with theoretical, experimental and computational approaches from a number of traditional scientific disciplines to create a mechanistic explanation of cellular systems and processes.Systems Biology I: Genomics and Systems Biology II: Networks, Models, and Applications offer a much-needed study of genomic principles and their associated networks and models. Written for a wide audience, each volume presents a timely compendium of essential information that is necessary for a comprehensive study of the subject. The chapters in the two volumes reflect the hierarchical nature of systems biology. Chapter authors-world-recognized experts in their fields-provide authoritative discussions on a wide range of topics along this hierarchy. Volume I explores issues pertaining to genomics that range from prebiotic chemistry to noncoding RNAs. Volume II covers an equally wide spectrum, from mass spectrometry to embryonic stem cells. The two volumes are meant to provide a reliable reference for students and researchers alike.

Dynamics of Biological Systems

Author : Michael Small
Publisher : CRC Press
ISBN 13 : 1439853363
Total Pages : 286 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Dynamics of Biological Systems by : Michael Small

Download or read book Dynamics of Biological Systems written by Michael Small and published by CRC Press. This book was released on 2011-08-25 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the spontaneous rapid firing of cortical neurons to the spatial diffusion of disease epidemics, biological systems exhibit rich dynamic behaviour over a vast range of time and space scales. Unifying many of these diverse phenomena, Dynamics of Biological Systems provides the computational and mathematical platform from which to understand the underlying processes of the phenomena. Through an extensive tour of various biological systems, the text introduces computational methods for simulating spatial diffusion processes in excitable media, such as the human heart, as well as mathematical tools for dealing with systems of nonlinear ordinary and partial differential equations, such as neuronal activation and disease diffusion. The mathematical models and computer simulations offer insight into the dynamics of temporal and spatial biological systems, including cardiac pacemakers, artificial electrical defibrillation, pandemics, pattern formation, flocking behaviour, the interaction of autonomous agents, and hierarchical and structured network topologies. Tools from complex systems and complex networks are also presented for dealing with real phenomenological systems. With exercises and projects in each chapter, this classroom-tested text shows students how to apply a variety of mathematical and computational techniques to model and analyze the temporal and spatial phenomena of biological systems. MATLAB® implementations of algorithms and case studies are available on the author’s website.

Systems Biology Approaches to Understanding the Cause and Treatment of Heart, Lung, Blood, and Sleep Disorders

Author : Raimond L Winslow
Publisher : Frontiers E-books
ISBN 13 : 2889192490
Total Pages : 181 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Systems Biology Approaches to Understanding the Cause and Treatment of Heart, Lung, Blood, and Sleep Disorders by : Raimond L Winslow

Download or read book Systems Biology Approaches to Understanding the Cause and Treatment of Heart, Lung, Blood, and Sleep Disorders written by Raimond L Winslow and published by Frontiers E-books. This book was released on 2014-11-21 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: Development of powerful new high- throughput technologies for probing the transcriptome, proteome and metabolome is driving the rapid acquisition of information on the function of molecular systems. The importance of these achievements cannot be understated – they have transformed the nature of both biology and medicine. Despite this dramatic progress, one of the greatest challenges that continues to confront modern biology is to understand how behavior at the level of genome, proteome and metabolome determines physiological function at the level of cell, tissue and organ in both health and disease. Because of the inherent complexity of biological systems, the development, analysis, and validation of integrative computational models based directly on experimental data is necessary to achieve this understanding. This approach, known as systems biology, integrates computational and experimental approaches through iterative development of mathematical models and experimental validation and testing. The combination of these approaches allows for a mechanistic understanding of the function of complex biological systems in health and their dysfunction in disease. The National Heart, Lung, and Blood Institute (NHLBI) has recognized the importance of the systems biology approach for understanding normal physiology and perturbations associated with heart, lung, blood, and sleep diseases and disorders. In 2006, NHLBI announced the Exploratory Program in Systems Biology, followed in 2010 by the NHLBI Systems Biology Collaborations. The goal of these programs is to support collaborative teams of investigators in using experimental and computational strategies to integrate the component parts of biological networks and pathways into computational models that are based firmly on and validated using experimental data. These validated models are then applied to gain insights into the mechanisms of altered system function in disease, to generate novel hypotheses regarding these mechanisms that can be tested experimentally, and to then use the results of experiments to refine the models. The purpose of this Research Topic is to present the range of innovative, new approaches being developed by investigators working in areas of systems biology that couple experimental and modeling studies to understand the cause and possible treatment of heart, lung, blood and sleep diseases and disorders. This Research Topic will be of great interest to the cardiovascular research community as well as to the general community of systems biologists.

Learning and Inference in Computational Systems Biology

Author : Neil D. Lawrence
Publisher :
ISBN 13 :
Total Pages : 384 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Learning and Inference in Computational Systems Biology by : Neil D. Lawrence

Download or read book Learning and Inference in Computational Systems Biology written by Neil D. Lawrence and published by . This book was released on 2010 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tools and techniques for biological inference problems at scales ranging from genome-wide to pathway-specific. Computational systems biology unifies the mechanistic approach of systems biology with the data-driven approach of computational biology. Computational systems biology aims to develop algorithms that uncover the structure and parameterization of the underlying mechanistic model--in other words, to answer specific questions about the underlying mechanisms of a biological system--in a process that can be thought of as learning or inference. This volume offers state-of-the-art perspectives from computational biology, statistics, modeling, and machine learning on new methodologies for learning and inference in biological networks.The chapters offer practical approaches to biological inference problems ranging from genome-wide inference of genetic regulation to pathway-specific studies. Both deterministic models (based on ordinary differential equations) and stochastic models (which anticipate the increasing availability of data from small populations of cells) are considered. Several chapters emphasize Bayesian inference, so the editors have included an introduction to the philosophy of the Bayesian approach and an overview of current work on Bayesian inference. Taken together, the methods discussed by the experts in Learning and Inference in Computational Systems Biology provide a foundation upon which the next decade of research in systems biology can be built. Florence d'Alch e-Buc, John Angus, Matthew J. Beal, Nicholas Brunel, Ben Calderhead, Pei Gao, Mark Girolami, Andrew Golightly, Dirk Husmeier, Johannes Jaeger, Neil D. Lawrence, Juan Li, Kuang Lin, Pedro Mendes, Nicholas A. M. Monk, Eric Mjolsness, Manfred Opper, Claudia Rangel, Magnus Rattray, Andreas Ruttor, Guido Sanguinetti, Michalis Titsias, Vladislav Vyshemirsky, David L. Wild, Darren Wilkinson, Guy Yosiphon

Bioinformatics and Computational Biology

Author : Tiratha Raj Singh
Publisher : CRC Press
ISBN 13 : 1003813208
Total Pages : 376 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Bioinformatics and Computational Biology by : Tiratha Raj Singh

Download or read book Bioinformatics and Computational Biology written by Tiratha Raj Singh and published by CRC Press. This book was released on 2023-12-13 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bioinformatics and Computational Biology: Technological Advancements, Applications and Opportunities is an invaluable resource for general and applied researchers who analyze biological data that is generated, at an unprecedented rate, at the global level. After careful evaluation of the requirements for current trends in bioinformatics and computational biology, it is anticipated that the book will provide an insightful resource to the academic and scientific community. Through a myriad of computational resources, algorithms, and methods, it equips readers with the confidence to both analyze biological data and estimate predictions. The book offers comprehensive coverage of the most essential and emerging topics: Cloud-based monitoring of bioinformatics multivariate data with cloud platforms Machine learning and deep learning in bioinformatics Quantum machine learning for biological applications Integrating machine learning strategies with multiomics to augment prognosis in chronic diseases Biomedical engineering Next generation sequencing techniques and applications Computational systems biology and molecular evolution While other books may touch on some of the same issues and nuances of biological data analysis, they neglect to feature bioinformatics and computational biology exclusively, and as exhaustively. This book's abundance of several subtopics related to almost all of the regulatory activities of biomolecules from where real data is being generated brings an added dimension.

Heart Development and Disease

Author :
Publisher : Elsevier
ISBN 13 : 0128232986
Total Pages : 350 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Heart Development and Disease by :

Download or read book Heart Development and Disease written by and published by Elsevier. This book was released on 2024-04-02 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Heart Development and Disease, Volume 156 in the Current Topics in Developmental Biology series, highlights new advances in the field, with this new volume presenting interesting chapters including Macrophages during heart valve development, Computational models of cardiovascular biology, Mechanisms of early sarcomere assembly, Role of RNA binding proteins during heart development and disease, Early heart development and morphogenesis, PSC models for development and disease, ECM or SHF development, Role of metabolism during heart development, Cellular ploidy in cardiac biology, and Genetics of CHD in the human population. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Current Topics in Developmental Biology series Updated release includes the latest information on Heart Development Disease

Theory of Heart

Author : Leon Glass
Publisher : Springer Science & Business Media
ISBN 13 : 1461231183
Total Pages : 617 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Theory of Heart by : Leon Glass

Download or read book Theory of Heart written by Leon Glass and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years there has been a growth in interest in studying the heart from the perspective of the physical sciences: mechanics, fluid flow, electromechanics. This volume is the result of a workshop held in July 1989 at the Institute for Nonlinear Sciences at the University of California at San Diego that brought together scientists and clinicians with graduate students and postdoctoral fellows who shared an interest in the heart. The chapters were prepared by the invited speakers as didactic reviews of their subjects but also include the structure, mechanical properties, and function of the heart and the myocardium, electrical activity of the heart and myocardium, and mathematical models of heart function.

A First Course in Systems Biology

Author : Eberhard Voit
Publisher : Garland Science
ISBN 13 : 1351332937
Total Pages : 604 pages
Book Rating : 4.3/5 (513 download)

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Book Synopsis A First Course in Systems Biology by : Eberhard Voit

Download or read book A First Course in Systems Biology written by Eberhard Voit and published by Garland Science. This book was released on 2017-09-05 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: A First Course in Systems Biology is an introduction for advanced undergraduate and graduate students to the growing field of systems biology. Its main focus is the development of computational models and their applications to diverse biological systems. The book begins with the fundamentals of modeling, then reviews features of the molecular inventories that bring biological systems to life and discusses case studies that represent some of the frontiers in systems biology and synthetic biology. In this way, it provides the reader with a comprehensive background and access to methods for executing standard systems biology tasks, understanding the modern literature, and launching into specialized courses or projects that address biological questions using theoretical and computational means. New topics in this edition include: default modules for model design, limit cycles and chaos, parameter estimation in Excel, model representations of gene regulation through transcription factors, derivation of the Michaelis-Menten rate law from the original conceptual model, different types of inhibition, hysteresis, a model of differentiation, system adaptation to persistent signals, nonlinear nullclines, PBPK models, and elementary modes. The format is a combination of instructional text and references to primary literature, complemented by sets of small-scale exercises that enable hands-on experience, and large-scale, often open-ended questions for further reflection.

Encyclopedia of Bioinformatics and Computational Biology

Author :
Publisher : Elsevier
ISBN 13 : 0128114320
Total Pages : 3421 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Encyclopedia of Bioinformatics and Computational Biology by :

Download or read book Encyclopedia of Bioinformatics and Computational Biology written by and published by Elsevier. This book was released on 2018-08-21 with total page 3421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics, Three Volume Set combines elements of computer science, information technology, mathematics, statistics and biotechnology, providing the methodology and in silico solutions to mine biological data and processes. The book covers Theory, Topics and Applications, with a special focus on Integrative –omics and Systems Biology. The theoretical, methodological underpinnings of BCB, including phylogeny are covered, as are more current areas of focus, such as translational bioinformatics, cheminformatics, and environmental informatics. Finally, Applications provide guidance for commonly asked questions. This major reference work spans basic and cutting-edge methodologies authored by leaders in the field, providing an invaluable resource for students, scientists, professionals in research institutes, and a broad swath of researchers in biotechnology and the biomedical and pharmaceutical industries. Brings together information from computer science, information technology, mathematics, statistics and biotechnology Written and reviewed by leading experts in the field, providing a unique and authoritative resource Focuses on the main theoretical and methodological concepts before expanding on specific topics and applications Includes interactive images, multimedia tools and crosslinking to further resources and databases