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High Performance Computing In Biomedical Research
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Book Synopsis High-Performance Computing in Biomedical Research by : Theo C. Pilkington
Download or read book High-Performance Computing in Biomedical Research written by Theo C. Pilkington and published by CRC Press. This book was released on 2020-09-10 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leading researchers have contributed state-of-the-art chapters to this overview of high-performance computing in biomedical research. The book includes over 30 pages of color illustrations. Some of the important topics featured in the book include the following:
Book Synopsis High Performance Computing for Drug Discovery and Biomedicine by : Alexander Heifetz
Download or read book High Performance Computing for Drug Discovery and Biomedicine written by Alexander Heifetz and published by Springer Nature. This book was released on 2023-09-13 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores the application of high-performance computing (HPC) technologies to computational drug discovery (CDD) and biomedicine. The first section collects CDD approaches that, together with HPC, can revolutionize and automate drug discovery process, such as knowledge graphs, natural language processing (NLP), Bayesian optimization, automated virtual screening platforms, alchemical free energy workflows, fragment-molecular orbitals (FMO), HPC-adapted molecular dynamic simulation (MD-HPC), and the potential of cloud computing for drug discovery. The second section delves into computational algorithms and workflows for biomedicine, featuring an HPC framework to assess drug-induced arrhythmic risk, digital patient applications relevant to the clinic, virtual human simulations, cellular and whole-body blood flow modeling for stroke treatments, prediction of the femoral bone strength from CT data, and many more subjects. Written for the highly successful Methods in Molecular Biology series, chapters include introductions to their respective topics, lists of the necessary software and tools, step-by-step and readily reproducible modeling protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and practical, High Performance Computing for Drug Discovery and Biomedicine allows a diverse audience, including computer scientists, computational and medicinal chemists, biologists, clinicians, pharmacologists and drug designers, to navigate the complex landscape of what is currently possible and to understand the challenges and future directions of HPC-based technologies.
Book Synopsis High Performance Computing in Biomimetics by : Kamarul Arifin Ahmad
Download or read book High Performance Computing in Biomimetics written by Kamarul Arifin Ahmad and published by Springer Nature. This book was released on with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis High Performance Computing for Intelligent Medical Systems by : Varun Bajaj
Download or read book High Performance Computing for Intelligent Medical Systems written by Varun Bajaj and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern medicine and healthcare are highly dependent on engineering, employing instrumentation and computer systems to aid investigation, diagnosis, treatment and patient management. The significant developments in the field of computational intelligence, combined with the emergence of high-performance computing is impacting society in many ways, and the health sector is no exception. The interface of high-performance computing, computational intelligence and medical science, has seen the emergence of intelligent medical systems. These systems can provide a deeper insight into many healthcare and medical problems. They can also aid in controlling, analyzing and the management of medical applications and can provide significant improvement in the quality of life and efficacy of clinical treatment. However, the successful application of high-performance computing in medicine requires in-depth knowledge and understanding of medical systems. This book focuses on the advances and applications of high-performance computing for medical systems and provides an insight into the latest developments in the field. It will help readers to understand the high-performance computing research domain as related to intelligent medical systems, its effect on our lives and its present limitations. Part of IOP Series in Next Generation Computing.
Book Synopsis High-Performance Computing Opportunities and Challenges for Army R & D. by :
Download or read book High-Performance Computing Opportunities and Challenges for Army R & D. written by and published by . This book was released on 2006 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Members of this project have studied the academic and industrial uses of High Performance Computing (HPC) and have conducted site visits at a number of Army R & D HPC user and provider sites, including the Medical Research and Materiel Command (MRMC), Edgewood Chemical Biological Center (ECBC), the Army Research Lab's Major Shared Resource Center (MSRC), the Developmental Test Command (DTC), Research, Development, and Engineering Command's (RDECOM's) Communications- Electronics Research, Development, and Engineering (RD & E) Center (CERDEC), Scalable Network Technologies, Inc., and the Director for Command, Control, Communication, Computers, Intelligence, Surveillance, and Reconnaissance (C4ISR) for Future Combat Systems (FCS) at Boeing, Huntington Beach, California. Because of the breadth of possible uses of HPC in Army R & D, our client asked us to concentrate on two HPC application areas: biotechnology and biomedicine, and modeling and simulation of the complex battlefield wireless network communication systems. We did so, and concluded that these areas are of great importance and merit focused funding and attention.
Book Synopsis Graphics Processing Unit-Based High Performance Computing in Radiation Therapy by : Xun Jia
Download or read book Graphics Processing Unit-Based High Performance Computing in Radiation Therapy written by Xun Jia and published by CRC Press. This book was released on 2018-09-21 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use the GPU Successfully in Your Radiotherapy Practice With its high processing power, cost-effectiveness, and easy deployment, access, and maintenance, the graphics processing unit (GPU) has increasingly been used to tackle problems in the medical physics field, ranging from computed tomography reconstruction to Monte Carlo radiation transport simulation. Graphics Processing Unit-Based High Performance Computing in Radiation Therapy collects state-of-the-art research on GPU computing and its applications to medical physics problems in radiation therapy. Tackle Problems in Medical Imaging and Radiotherapy The book first offers an introduction to the GPU technology and its current applications in radiotherapy. Most of the remaining chapters discuss a specific application of a GPU in a key radiotherapy problem. These chapters summarize advances and present technical details and insightful discussions on the use of GPU in addressing the problems. The book also examines two real systems developed with GPU as a core component to accomplish important clinical tasks in modern radiotherapy. Translate Research Developments to Clinical Practice Written by a team of international experts in radiation oncology, biomedical imaging, computing, and physics, this book gets clinical and research physicists, graduate students, and other scientists up to date on the latest in GPU computing for radiotherapy. It encourages you to bring this novel technology to routine clinical radiotherapy practice.
Book Synopsis Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing by : Pereira, Manuela
Download or read book Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing written by Pereira, Manuela and published by IGI Global. This book was released on 2010-09-30 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing disseminates knowledge regarding high performance computing for medical applications and bioinformatics. This critical reference source contains a valuable collection of cutting-edge research chapters for those working in the broad field of medical informatics and bioinformatics.
Book Synopsis IBM Reference Architecture for High Performance Data and AI in Healthcare and Life Sciences by : Dino Quintero
Download or read book IBM Reference Architecture for High Performance Data and AI in Healthcare and Life Sciences written by Dino Quintero and published by IBM Redbooks. This book was released on 2019-09-08 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redpaper publication provides an update to the original description of IBM Reference Architecture for Genomics. This paper expands the reference architecture to cover all of the major vertical areas of healthcare and life sciences industries, such as genomics, imaging, and clinical and translational research. The architecture was renamed IBM Reference Architecture for High Performance Data and AI in Healthcare and Life Sciences to reflect the fact that it incorporates key building blocks for high-performance computing (HPC) and software-defined storage, and that it supports an expanding infrastructure of leading industry partners, platforms, and frameworks. The reference architecture defines a highly flexible, scalable, and cost-effective platform for accessing, managing, storing, sharing, integrating, and analyzing big data, which can be deployed on-premises, in the cloud, or as a hybrid of the two. IT organizations can use the reference architecture as a high-level guide for overcoming data management challenges and processing bottlenecks that are frequently encountered in personalized healthcare initiatives, and in compute-intensive and data-intensive biomedical workloads. This reference architecture also provides a framework and context for modern healthcare and life sciences institutions to adopt cutting-edge technologies, such as cognitive life sciences solutions, machine learning and deep learning, Spark for analytics, and cloud computing. To illustrate these points, this paper includes case studies describing how clients and IBM Business Partners alike used the reference architecture in the deployments of demanding infrastructures for precision medicine. This publication targets technical professionals (consultants, technical support staff, IT Architects, and IT Specialists) who are responsible for providing life sciences solutions and support.
Book Synopsis High-Performance Medical Image Processing by : Sanjay Saxena
Download or read book High-Performance Medical Image Processing written by Sanjay Saxena and published by CRC Press. This book was released on 2022-07-07 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: The processing of medical images in a reasonable timeframe and with high definition is very challenging. This volume helps to meet that challenge by presenting a thorough overview of medical imaging modalities, its processing, high-performance computing, and the need to embed parallelism in medical image processing techniques to achieve efficient and fast results. With contributions from researchers from prestigious laboratories and educational institutions, High-Performance Medical Image Processing provides important information on medical image processing techniques, parallel computing techniques, and embedding parallelism in different image processing techniques. A comprehensive review of parallel algorithms in medical image processing problems is a key feature of this book. The volume presents the relevant theoretical frameworks and the latest empirical research findings in the area and provides detailed descriptions about the diverse high-performance techniques. Topics discussed include parallel computing, multicore architectures and their applications in image processing, machine learning applications, conventional and advanced magnetic resonance imaging methods, hyperspectral image processing, algorithms for segmenting 2D slices for 3D viewing, and more. Case studies, such as on the detection of cancer tumors, expound on the information presented. Key features: Provides descriptions of different medical imaging modalities and their applications Discusses the basics and advanced aspects of parallel computing with different multicore architectures Expounds on the need for embedding data and task parallelism in different medical image processing techniques Presents helpful examples and case studies of the discussed methods This book will be valuable for professionals, researchers, and students working in the field of healthcare engineering, medical imaging technology, applications in machine and deep learning, and more. It is also appropriate for courses in computer engineering, biomedical engineering and electrical engineering based on artificial intelligence, parallel computing, high performance computing, and machine learning and its applications in medical imaging.
Download or read book High Performance Computing written by and published by . This book was released on 1999 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis High-throughput Image Reconstruction and Analysis by : A. Ravishankar Rao
Download or read book High-throughput Image Reconstruction and Analysis written by A. Ravishankar Rao and published by Artech House. This book was released on 2009 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This innovative volume surveys the latest image acquisition advances in serial block face techniques in scanning electron microscopy, knife-edge scanning microscopy, and 4D imaging of multi-component biological systems. The book introduces parallel processing for biological applications. You learn advanced parallelization techniques for decomposing a problem domain and mapping it onto a parallel processing architecture using the message-passing interface (MPI) and OpenMP. Case studies show how these techniques have been successfully used in simulation tasks, data mining, and graphical visualization of biological datasets. You also find coverage of methods for developing scalable biological image databases and for facilitating greater interactive visualization of large image sets.
Author :Federal Coordinating Council for Science, Engineering, and Technology. Committee on Physical, Mathematical, and Engineering Sciences Publisher : ISBN 13 : Total Pages :200 pages Book Rating :4.:/5 ( download)
Book Synopsis High Performance Computing and Communications by : Federal Coordinating Council for Science, Engineering, and Technology. Committee on Physical, Mathematical, and Engineering Sciences
Download or read book High Performance Computing and Communications written by Federal Coordinating Council for Science, Engineering, and Technology. Committee on Physical, Mathematical, and Engineering Sciences and published by . This book was released on 1994 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :United States. Congress. House. Committee on Science, Space, and Technology. Subcommittee on Science Publisher : ISBN 13 : Total Pages :588 pages Book Rating :4.0/5 ( download)
Book Synopsis H.R. 1757--High Performance Computing and High Speed Networking Applications Act of 1993 by : United States. Congress. House. Committee on Science, Space, and Technology. Subcommittee on Science
Download or read book H.R. 1757--High Performance Computing and High Speed Networking Applications Act of 1993 written by United States. Congress. House. Committee on Science, Space, and Technology. Subcommittee on Science and published by . This book was released on 1993 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: This document contains the transcript of three hearings on the High Speed Performance Computing and High Speed Networking Applications Act of 1993 (H.R. 1757). The hearings were designed to obtain specific suggestions for improvements to the legislation and alternative or additional application areas that should be pursued. Testimony and prepared statements were received from: (1) John H. Gibbons, Office of Science and Technology Policy; (2) Thomas J. Tauke, NYNEX; (3) Robert H. Ewald, Cray Research; (4) W. B. Barker, BBN Communications; (5) Richard F. Rashid, Microsoft; (6) Major R. Owens, House Subcommittee on Select Education and Civil Rights; (7) Don E. Detmer, University of Virginia; (8) Connie Stout, Texas Educational Network; (9) John Masten, New York Public Library; (10) Martin A. Massengale, University of Nebraska; (11) Cynthia H. Braddon, Information Industry Association; (12) Donald A. B. Lindberg, National Coordination Office for HPCC Program; (13) Malvin H. Kalos, Cornell Theory Center; (14) Jeffrey C. Kalb, Maspar Computer Corp.; (15) Edward Masi, Intel; (16) Fred Weingarten, Computing Research Association; (17) David K. Herron, Lilly Research Laboratories; and (18) John B. Gage, Sun Microsystems Laboratories. Subcommittee and committee markups of H.R. 1757, as well as prepared statements from the Consortium for International Earth Science Information Network, International Society for Technology in Education, Coalition for Patent Information Dissemination, and Microcomputer Industry Association, are appended. (KRN)
Author :United States. Congress. House. Committee on Science, Space, and Technology. Subcommittee on Science Publisher : ISBN 13 : Total Pages :288 pages Book Rating :4.3/5 (121 download)
Book Synopsis High Performance Computing and Communications by : United States. Congress. House. Committee on Science, Space, and Technology. Subcommittee on Science
Download or read book High Performance Computing and Communications written by United States. Congress. House. Committee on Science, Space, and Technology. Subcommittee on Science and published by . This book was released on 1994 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :United States. Congress. House. Committee on Appropriations. Subcommittee on the Departments of Labor, Health and Human Services, Education, and Related Agencies Publisher : ISBN 13 : Total Pages :1404 pages Book Rating :4.0/5 (9 download)
Book Synopsis Departments of Labor, Health and Human Services, Education, and Related Agencies Appropriations for 1994: National Institutes of Health by : United States. Congress. House. Committee on Appropriations. Subcommittee on the Departments of Labor, Health and Human Services, Education, and Related Agencies
Download or read book Departments of Labor, Health and Human Services, Education, and Related Agencies Appropriations for 1994: National Institutes of Health written by United States. Congress. House. Committee on Appropriations. Subcommittee on the Departments of Labor, Health and Human Services, Education, and Related Agencies and published by . This book was released on 1993 with total page 1404 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis High Performance Computing Opportunities and Challenges for Army R&D by : Robert Helms Anderson
Download or read book High Performance Computing Opportunities and Challenges for Army R&D written by Robert Helms Anderson and published by Technical Report. This book was released on 2006 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this study was to identify key potential users of high-performance computing (HPC) within the Army science and technology community and any barriers that prevent full use of current and planned HPC resources. A main study goal was to help develop an Army HPC strategy and build an HPC initiative that facilitates that strategy, thereby allowing the Army to compete effectively for Department of Defense HPC resources and to ensure that they are used for maximum effect in attacking the most difficult and computationally intensive research problems critical to future force and future combat systems achievement. Particular attention was given to applications of HPC in biotechnology and biomedicine and modeling and simulation of complex battlefield wireless network communication systems.
Book Synopsis Research and Applications in Global Supercomputing by : Segall, Richard S.
Download or read book Research and Applications in Global Supercomputing written by Segall, Richard S. and published by IGI Global. This book was released on 2015-01-31 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rapidly generating and processing large amounts of data, supercomputers are currently at the leading edge of computing technologies. Supercomputers are employed in many different fields, establishing them as an integral part of the computational sciences. Research and Applications in Global Supercomputing investigates current and emerging research in the field, as well as the application of this technology to a variety of areas. Highlighting a broad range of concepts, this publication is a comprehensive reference source for professionals, researchers, students, and practitioners interested in the various topics pertaining to supercomputing and how this technology can be applied to solve problems in a multitude of disciplines.
