Computational Medicine

Author : Zlatko Trajanoski
Publisher : Springer Science & Business Media
Page : 207 pages
File Size : 47,9 Mb
Release : 2012-09-19
Category : Science
ISBN : 9783709109465

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Computational Medicine by Zlatko Trajanoski Pdf

Computational methodologies and modeling play a growing role for investigating mechanisms, and for the diagnosis and therapy of human diseases. This progress gave rise to computational medicine, an interdisciplinary field at the interface of computer science and medicine. The main focus of computational medicine lies in the development of data analysis methods and mathematical modeling as well as computational simulation techniques specifically addressing medical problems. In this book, we present a number of computational medicine topics at several scales: from molecules to cells, organs, and organisms. At the molecular level, tools for the analysis of genome variations as well as cloud computing resources for medical genetics are reviewed. Then, an analysis of gene expression data and the application to the characterization of microbial communities are highlighted. At the protein level, two types of analyses for mass spectrometry data are reviewed: labeled quantitative proteomics and lipidomics, followed by protein sequence analysis and a 3D structure and drug design chapter. Finally, three chapters on clinical applications focus on the integration of biomolecular and clinical data for cancer research, biomarker discovery, and network-based methods for computational diagnostics.

Author : Diana J Vincent,Matthew Witten
Publisher : World Scientific
Page : 1630 pages
File Size : 49,5 Mb
Release : 1996-07-03
Category : Electronic
ISBN : 9789814548335

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Computational Medicine, Public Health And Biotechnology: Building A Man In The Machine - Proceedings Of The First World Congress (In 3 Parts) by Diana J Vincent,Matthew Witten Pdf

This three volume series represents a selected and refereed collection of papers contributed by the participants of the First World Congress on Computational Medicine, Public Health, and Biotechnology, held in 1994 at Austin, Texas. Over 500 individuals, from 30 countries attended this meeting. In addition, this collection contains a number of papers from the Australian CSIRO High Performance Computing Meeting held that same year.

Author : Goran Rakocevic,Tijana Djukic,Nenad Filipovic,Veljko Milutinović
Publisher : Springer Science & Business Media
Page : 383 pages
File Size : 49,6 Mb
Release : 2013-10-17
Category : Computers
ISBN : 9781461487852

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Computational Medicine in Data Mining and Modeling by Goran Rakocevic,Tijana Djukic,Nenad Filipovic,Veljko Milutinović Pdf

This book presents an overview of a variety of contemporary statistical, mathematical and computer science techniques which are used to further the knowledge in the medical domain. The authors focus on applying data mining to the medical domain, including mining the sets of clinical data typically found in patient’s medical records, image mining, medical mining, data mining and machine learning applied to generic genomic data and more. This work also introduces modeling behavior of cancer cells, multi-scale computational models and simulations of blood flow through vessels by using patient-specific models. The authors cover different imaging techniques used to generate patient-specific models. This is used in computational fluid dynamics software to analyze fluid flow. Case studies are provided at the end of each chapter. Professionals and researchers with quantitative backgrounds will find Computational Medicine in Data Mining and Modeling useful as a reference. Advanced-level students studying computer science, mathematics, statistics and biomedicine will also find this book valuable as a reference or secondary text book.

Author : Dilranjan S. Wickramasuriya
Publisher : Springer Nature
Page : 235 pages
File Size : 45,6 Mb
Release : 2024-06-27
Category : Electronic
ISBN : 9783031471049

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Bayesian Filter Design for Computational Medicine by Dilranjan S. Wickramasuriya Pdf

Author : Nataša Pržulj
Publisher : Cambridge University Press
Page : 647 pages
File Size : 42,8 Mb
Release : 2019-03-28
Category : Language Arts & Disciplines
ISBN : 9781108432238

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Analyzing Network Data in Biology and Medicine by Nataša Pržulj Pdf

Introduces biological concepts and biotechnologies producing the data, graph and network theory, cluster analysis and machine learning, using real-world biological and medical examples.

Author : Ivo Babuska,Joseph E. Flaherty,William D. Henshaw,John E. Hopcroft,Joseph E. Oliger,Tayfun Tezduyar
Publisher : Springer Science & Business Media
Page : 487 pages
File Size : 43,6 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461242482

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Modeling, Mesh Generation, and Adaptive Numerical Methods for Partial Differential Equations by Ivo Babuska,Joseph E. Flaherty,William D. Henshaw,John E. Hopcroft,Joseph E. Oliger,Tayfun Tezduyar Pdf

With considerations such as complex-dimensional geometries and nonlinearity, the computational solution of partial differential systems has become so involved that it is important to automate decisions that have been normally left to the individual. This book covers such decisions: 1) mesh generation with links to the software generating the domain geometry, 2) solution accuracy and reliability with mesh selection linked to solution generation. This book is suited for mathematicians, computer scientists and engineers and is intended to encourage interdisciplinary interaction between the diverse groups.

Author : Barry Doyle,Karol Miller,Adam Wittek,Poul M.F. Nielsen
Publisher : Springer
Page : 128 pages
File Size : 40,6 Mb
Release : 2014-05-24
Category : Technology & Engineering
ISBN : 9781493907458

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Computational Biomechanics for Medicine by Barry Doyle,Karol Miller,Adam Wittek,Poul M.F. Nielsen Pdf

One of the greatest challenges facing the computational engineering community is to extend the success of computational mechanics to fields outside traditional engineering, in particular to biology, the biomedical sciences and medicine. The Computational Biomechanics for Medicine series provides an opportunity for specialists in computational biomechanics to present their latest methodologies and advancements. This 5th edition comprises nine of the latest developments in both fundamental science and patient-specific applications, from researchers in Australia, New Zealand, USA, UK, France, Ireland and China. Some of the interesting topics discussed are: cellular mechanics; tumor growth and modeling; medical image analysis and both patient-specific fluid dynamics and solid mechanic simulations.

Author : Kenneth W. Goodman
Publisher : Cambridge University Press
Page : 196 pages
File Size : 50,8 Mb
Release : 1998
Category : Computers
ISBN : 0521469058

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Ethics, Computing, and Medicine by Kenneth W. Goodman Pdf

New technology always raises compelling ethical questions. As those in medicine increasingly depend on computers and other intelligent machines, the intersection of ethics, computing and the health professions grows much more complex and significant. This book attempts systematically to identify and address the full range of ethical issues that arise when intelligent machines are used in medicine, nursing, psychology, and allied health professions. It maps and explores a variety of important issues and controversies, including ethics and evaluation in computational medicine, patient and provider confidentiality, responsibility for use of computers in medicine, appropriate use of decision support systems, outcomes of research and computational prognosis (including mortality predictions), and computer-based biomedical research - especially meta-analysis. This book is accessible to participants in the fields of bioethics and medical informatics. It is appropriate for physicians, nurses, administrators, ethicists, health attorneys, advanced undergraduates and graduate students.

Author : Shuai Cheng Li,Sandro Jose De Souza,Bairong Shen
Publisher : Frontiers Media SA
Page : 128 pages
File Size : 43,7 Mb
Release : 2022-02-01
Category : Science
ISBN : 9782889741823

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Analysis of Bioinformatics Tools in Systems Genetics by Shuai Cheng Li,Sandro Jose De Souza,Bairong Shen Pdf

Author : Marc Garbey,Barbara Lee Bass,Scott Berceli,Christophe Collet,Pietro Cerveri
Publisher : Springer Science & Business Media
Page : 389 pages
File Size : 46,5 Mb
Release : 2013-12-05
Category : Technology & Engineering
ISBN : 9781461486480

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Computational Surgery and Dual Training by Marc Garbey,Barbara Lee Bass,Scott Berceli,Christophe Collet,Pietro Cerveri Pdf

This critical volume focuses on the use of medical imaging, medical robotics, simulation, and information technology in surgery. Part I discusses computational surgery and disease management and specifically breast conservative therapy, abdominal surgery for cancer, vascular occlusive disease and trauma medicine. Part II covers the role of image processing and visualization in surgical intervention with a focus on case studies. Part III presents the important role of robotics in image driven intervention. Part IV provides a road map for modeling, simulation and experimental data. Part V deals specifically with the importance of training in the computational surgery area.

Author : Anonim
Publisher : Academic Press
Page : 1571 pages
File Size : 48,5 Mb
Release : 2020-08-24
Category : Science
ISBN : 9780128160787

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Systems Medicine by Anonim Pdf

Technological advances in generated molecular and cell biological data are transforming biomedical research. Sequencing, multi-omics and imaging technologies are likely to have deep impact on the future of medical practice. In parallel to technological developments, methodologies to gather, integrate, visualize and analyze heterogeneous and large-scale data sets are needed to develop new approaches for diagnosis, prognosis and therapy. Systems Medicine: Integrative, Qualitative and Computational Approaches is an innovative, interdisciplinary and integrative approach that extends the concept of systems biology and the unprecedented insights that computational methods and mathematical modeling offer of the interactions and network behavior of complex biological systems, to novel clinically relevant applications for the design of more successful prognostic, diagnostic and therapeutic approaches. This 3 volume work features 132 entries from renowned experts in the fields and covers the tools, methods, algorithms and data analysis workflows used for integrating and analyzing multi-dimensional data routinely generated in clinical settings with the aim of providing medical practitioners with robust clinical decision support systems. Importantly the work delves into the applications of systems medicine in areas such as tumor systems biology, metabolic and cardiovascular diseases as well as immunology and infectious diseases amongst others. This is a fundamental resource for biomedical students and researchers as well as medical practitioners who need to need to adopt advances in computational tools and methods into the clinical practice. Encyclopedic coverage: ‘one-stop’ resource for access to information written by world-leading scholars in the field of Systems Biology and Systems Medicine, with easy cross-referencing of related articles to promote understanding and further research Authoritative: the whole work is authored and edited by recognized experts in the field, with a range of different expertise, ensuring a high quality standard Digitally innovative: Hyperlinked references and further readings, cross-references and diagrams/images will allow readers to easily navigate a wealth of information

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1509 pages
File Size : 51,6 Mb
Release : 2024-03-19
Category : Computers
ISBN : 9798369330272

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Research Anthology on Bioinformatics, Genomics, and Computational Biology by Management Association, Information Resources Pdf

In the evolving environment of bioinformatics, genomics, and computational biology, academic scholars are facing a challenging challenge – keeping informed about the latest research trends and findings. With unprecedented advancements in sequencing technologies, computational algorithms, and machine learning, these fields have become indispensable tools for drug discovery, disease research, genome sequencing, and more. As scholars strive to decode the language of DNA, predict protein structures, and navigate the complexities of biological data analysis, the need for a comprehensive and up-to-date resource becomes paramount. The Research Anthology on Bioinformatics, Genomics, and Computational Biology is a collection of a carefully curated selection of chapters that serves as the solution to the pressing challenge of keeping pace with the dynamic advancements in these critical disciplines. This anthology is designed to address the informational gap by providing scholars with a consolidated and authoritative source that sheds light on critical issues, innovative theories, and transformative developments in the field. It acts as a single reference point, offering insights into conceptual, methodological, technical, and managerial issues while also providing a glimpse into emerging trends and future opportunities.

Author : Vassil N. Alexandrov,Jack J. Dongarra,Benjoe A. Juliano,Rene S. Renner,C.J.Kenneth Tan
Publisher : Springer
Page : 1305 pages
File Size : 41,8 Mb
Release : 2003-05-15
Category : Computers
ISBN : 9783540455455

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Computational Science — ICCS 2001 by Vassil N. Alexandrov,Jack J. Dongarra,Benjoe A. Juliano,Rene S. Renner,C.J.Kenneth Tan Pdf

LNCS volumes 2073 and 2074 contain the proceedings of the International Conference on Computational Science, ICCS 2001, held in San Francisco, California, May 27 -31, 2001. The two volumes consist of more than 230 contributed and invited papers that reflect the aims of the conference to bring together researchers and scientists from mathematics and computer science as basic computing disciplines, researchers from various application areas who are pioneering advanced application of computational methods to sciences such as physics, chemistry, life sciences, and engineering, arts and humanitarian fields, along with software developers and vendors, to discuss problems and solutions in the area, to identify new issues, and to shape future directions for research, as well as to help industrial users apply various advanced computational techniques.

Author : Alejandro F. Frangi,Julia A. Schnabel,Christos Davatzikos,Carlos Alberola-López,Gabor Fichtinger
Publisher : Springer
Page : 964 pages
File Size : 42,5 Mb
Release : 2018-09-13
Category : Computers
ISBN : 9783030009342

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Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 by Alejandro F. Frangi,Julia A. Schnabel,Christos Davatzikos,Carlos Alberola-López,Gabor Fichtinger Pdf

The four-volume set LNCS 11070, 11071, 11072, and 11073 constitutes the refereed proceedings of the 21st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018, held in Granada, Spain, in September 2018. The 373 revised full papers presented were carefully reviewed and selected from 1068 submissions in a double-blind review process. The papers have been organized in the following topical sections: Part I: Image Quality and Artefacts; Image Reconstruction Methods; Machine Learning in Medical Imaging; Statistical Analysis for Medical Imaging; Image Registration Methods. Part II: Optical and Histology Applications: Optical Imaging Applications; Histology Applications; Microscopy Applications; Optical Coherence Tomography and Other Optical Imaging Applications. Cardiac, Chest and Abdominal Applications: Cardiac Imaging Applications: Colorectal, Kidney and Liver Imaging Applications; Lung Imaging Applications; Breast Imaging Applications; Other Abdominal Applications. Part III: Diffusion Tensor Imaging and Functional MRI: Diffusion Tensor Imaging; Diffusion Weighted Imaging; Functional MRI; Human Connectome. Neuroimaging and Brain Segmentation Methods: Neuroimaging; Brain Segmentation Methods. Part IV: Computer Assisted Intervention: Image Guided Interventions and Surgery; Surgical Planning, Simulation and Work Flow Analysis; Visualization and Augmented Reality. Image Segmentation Methods: General Image Segmentation Methods, Measures and Applications; Multi-Organ Segmentation; Abdominal Segmentation Methods; Cardiac Segmentation Methods; Chest, Lung and Spine Segmentation; Other Segmentation Applications.

Author : National Library of Medicine (U.S.)
Publisher : Unknown
Page : 1044 pages
File Size : 51,6 Mb
Release : 2024-06-27
Category : Medicine
ISBN : STANFORD:36105214548971

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National Library of Medicine Current Catalog by National Library of Medicine (U.S.) Pdf