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Data Warehousing For Biomedical Informatics
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Book Synopsis Data Warehousing for Biomedical Informatics by : Richard E. Biehl
Download or read book Data Warehousing for Biomedical Informatics written by Richard E. Biehl and published by CRC Press. This book was released on 2016-01-13 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Warehousing for Biomedical Informatics is a step-by-step how-to guide for designing and building an enterprise-wide data warehouse across a biomedical or healthcare institution, using a four-iteration lifecycle and standardized design pattern. It enables you to quickly implement a fully-scalable generic data architecture that supports your org
Book Synopsis Pediatric Biomedical Informatics by : John J. Hutton
Download or read book Pediatric Biomedical Informatics written by John J. Hutton and published by Springer Science & Business Media. This book was released on 2012-12-13 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in the biomedical sciences, especially genomics, proteomics, and metabolomics, taken together with the expanding use of electronic health records, are radically changing the IT infrastructure and software applications needed to support the transfer of knowledge from bench to bedside. Pediatric Biomedical Informatics: Computer Applications in Pediatric Research describes the core resources in informatics necessary to support biomedical research programs and how these can best be integrated with hospital systems to receive clinical information that is necessary to conduct translational research.The focus is on the authors’ recent practical experiences in establishing an informatics infrastructure in a large research-intensive children’s hospital. This book is intended for translational researchers and informaticians in pediatrics, but can also serve as a guide to all institutions facing the challenges of developing and strengthening informatics support for biomedical research. The first section of the book discusses important technical challenges underlying computer-based pediatric research, while subsequent sections discuss informatics applications that support biobanking and a broad range of research programs. Pediatric Biomedical Informatics provides practical insights into the design, implementation, and utilization of informatics infrastructures to optimize care and research to benefit children. Dr. John Hutton is the Vice President and Director of Biomedical Informatics at Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA. He is also Professor of Pediatrics and Associate Dean for Information Services at the University of Cincinnati College of Medicine.
Book Synopsis Biomedical Informatics for Cancer Research by : Michael F. Ochs
Download or read book Biomedical Informatics for Cancer Research written by Michael F. Ochs and published by Springer Science & Business Media. This book was released on 2010-04-06 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: view, showing that multiple molecular pathways must be affected for cancer to develop, but with different specific proteins in each pathway mutated or differentially expressed in a given tumor (The Cancer Genome Atlas Research Network 2008; Parsons et al. 2008). Different studies demonstrated that while widespread mutations exist in cancer, not all mutations drive cancer development (Lin et al. 2007). This suggests a need to target only a deleterious subset of aberrant proteins, since any tre- ment must aim to improve health to justify its potential side effects. Treatment for cancer must become highly individualized, focusing on the specific aberrant driver proteins in an individual. This drives a need for informatics in cancer far beyond the need in other diseases. For instance, routine treatment with statins has become widespread for minimizing heart disease, with most patients responding to standard doses (Wilt et al. 2004). In contrast, standard treatment for cancer must become tailored to the molecular phenotype of an individual tumor, with each patient receiving a different combination of therapeutics aimed at the specific aberrant proteins driving the cancer. Tracking the aberrations that drive cancers, identifying biomarkers unique to each individual for molecular-level di- nosis and treatment response, monitoring adverse events and complex dosing schedules, and providing annotated molecular data for ongoing research to improve treatments comprise a major biomedical informatics need.
Book Synopsis Health Informatics Meets EHealth by : G. Schreier
Download or read book Health Informatics Meets EHealth written by G. Schreier and published by IOS Press. This book was released on 2018-05-18 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical engineering and health informatics are closely related to each other, and it is often difficult to tell where one ends and the other begins, but ICT systems in healthcare and biomedical systems and devices are already becoming increasingly interconnected, and share the common entity of data. This is something which is set to become even more prevalent in future, and will complete the chain and flow of information from the sensor, via processing, to the actuator, which may be anyone or anything from a human healthcare professional to a robot. Methods for automating the processing of information, such as signal processing, machine learning, predictive analytics and decision support, are increasingly important for providing actionable information and supporting personalized and preventive healthcare protocols in both biomedical and digital healthcare systems and applications. This book of proceedings presents 50 papers from the 12th eHealth conference, eHealth2018, held in Vienna, Austria, in May 2018. The theme of this year’s conference is Biomedical Meets eHealth – From Sensors to Decisions, and the papers included here cover a wide range of topics from the field of eHealth. The book will be of interest to all those working to design and implement healthcare today.
Book Synopsis Methods in Biomedical Informatics by : Indra Neil Sarkar
Download or read book Methods in Biomedical Informatics written by Indra Neil Sarkar and published by Academic Press. This book was released on 2013-09-03 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beginning with a survey of fundamental concepts associated with data integration, knowledge representation, and hypothesis generation from heterogeneous data sets, Methods in Biomedical Informatics provides a practical survey of methodologies used in biological, clinical, and public health contexts. These concepts provide the foundation for more advanced topics like information retrieval, natural language processing, Bayesian modeling, and learning classifier systems. The survey of topics then concludes with an exposition of essential methods associated with engineering, personalized medicine, and linking of genomic and clinical data. Within an overall context of the scientific method, Methods in Biomedical Informatics provides a practical coverage of topics that is specifically designed for: (1) domain experts seeking an understanding of biomedical informatics approaches for addressing specific methodological needs; or (2) biomedical informaticians seeking an approachable overview of methodologies that can be used in scenarios germane to biomedical research. - Contributors represent leading biomedical informatics experts: individuals who have demonstrated effective use of biomedical informatics methodologies in the real-world, high-quality biomedical applications - Material is presented as a balance between foundational coverage of core topics in biomedical informatics with practical "in-the-trenches" scenarios. - Contains appendices that function as primers on: (1) Unix; (2) Ruby; (3) Databases; and (4) Web Services.
Book Synopsis Introduction to Computational Health Informatics by : Arvind Kumar Bansal
Download or read book Introduction to Computational Health Informatics written by Arvind Kumar Bansal and published by CRC Press. This book was released on 2020-01-08 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clinical perspectives. This book prepares computer science students for careers in computational health informatics and medical data analysis. Features Integrates computer science and clinical perspectives Describes various statistical and artificial intelligence techniques, including machine learning techniques such as clustering of temporal data, regression analysis, neural networks, HMM, decision trees, SVM, and data mining, all of which are techniques used widely used in health-data analysis Describes computational techniques such as multidimensional and multimedia data representation and retrieval, ontology, patient-data deidentification, temporal data analysis, heterogeneous databases, medical image analysis and transmission, biosignal analysis, pervasive healthcare, automated text-analysis, health-vocabulary knowledgebases and medical information-exchange Includes bioinformatics and pharmacokinetics techniques and their applications to vaccine and drug development
Book Synopsis Biomedical Informatics by : Edward H. Shortliffe
Download or read book Biomedical Informatics written by Edward H. Shortliffe and published by Springer Nature. This book was released on 2021-05-31 with total page 1152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 5th edition of this essential textbook continues to meet the growing demand of practitioners, researchers, educators, and students for a comprehensive introduction to key topics in biomedical informatics and the underlying scientific issues that sit at the intersection of biomedical science, patient care, public health and information technology (IT). Emphasizing the conceptual basis of the field rather than technical details, it provides the tools for study required for readers to comprehend, assess, and utilize biomedical informatics and health IT. It focuses on practical examples, a guide to additional literature, chapter summaries and a comprehensive glossary with concise definitions of recurring terms for self-study or classroom use. Biomedical Informatics: Computer Applications in Health Care and Biomedicine reflects the remarkable changes in both computing and health care that continue to occur and the exploding interest in the role that IT must play in care coordination and the melding of genomics with innovations in clinical practice and treatment. New and heavily revised chapters have been introduced on human-computer interaction, mHealth, personal health informatics and precision medicine, while the structure of the other chapters has undergone extensive revisions to reflect the developments in the area. The organization and philosophy remain unchanged, focusing on the science of information and knowledge management, and the role of computers and communications in modern biomedical research, health and health care.
Book Synopsis Health Informatics by : Roderick NEAME
Download or read book Health Informatics written by Roderick NEAME and published by Lulu.com. This book was released on 2012-04-30 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: The official text for the internationally accredited Diploma in Health Informatics (DipHI) at http: //www.health-informatics.co comprises 17 course/chapters covering 350 topics and includes 473 regularly updated internet resource "elinks." Health Informatics is an emerging discipline. The recording and communication of information has always been essential to the practice of medicine but we live in a global, electronic age, and never before have the opportunities, the risks and the need for information governance been so crucial and at such a scale. With content from the UK, Ireland, Canada, USA, Australia and New Zealand, the DipHI covers what you need to know to take on a Master's level Health Informatics degree.
Book Synopsis Enabling Health Informatics Applications by : J. Mantas
Download or read book Enabling Health Informatics Applications written by J. Mantas and published by IOS Press. This book was released on 2015-07-24 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Informatics and technology have long been indispensable to the provision of healthcare and their importance continues to grow in this field. This book presents the 65 full papers presented at the 13th annual International Conference on Informatics, Management, and Technology in Healthcare (ICIMTH 2015), held in Athens, Greece, in July 2015. The conference attracts scientists and practitioners from all continents and treats the field of biomedical informatics in a very broad framework, examining the research and applications outcomes of informatics from cell to population, and covering a number of technologies such as imaging, sensors and biomedical equipment as well as management and organizational subjects such as legal and social issues. The conference also aims to set research priorities in health informatics. This overview of current research and development will be of interest to all those whose work involves the use of biomedical informatics in the planning, provision and management of healthcare.
Book Synopsis Biomedical Informatics in Translational Research by : Hai Hu
Download or read book Biomedical Informatics in Translational Research written by Hai Hu and published by Artech House. This book was released on 2008 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This trailblazing resource on biomedical informatics provides medical researchers with innovative techniques for integrating and federating data from clinical and molecular studies. This volume helps researchers manage data, expedite their efforts, and make the most of targeted basic research.
Book Synopsis Health Informatics: Building a Healthcare Future Through Trusted Information by : IOS Press
Download or read book Health Informatics: Building a Healthcare Future Through Trusted Information written by IOS Press and published by IOS Press. This book was released on 2012-07-11 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: A more trusted environment for the management and use of health information would undoubtedly help to consolidate and accelerate the use of health informatics solutions as change mechanisms to drive the establishment and adoption of new models of care, as well as new technology-oriented healthcare processes. This book presents 35 papers from the Australian National Health Informatics Conference (HIC 2012), held in Sydney, Australia, in July and August 2012. The theme of the conference is ‘Health Informatics - Building a Healthcare Future Through Trusted Information’, and emphasises the importance of assuring the integrity and security of health data and communications. The papers range from deeply theoretical to intensely practical, and address many elements of contemporary health informatics research endeavours, as well as peripheral, but related topics. Australian research, developments and implementations are at the forefront of e-health, and are the focus of much international attention. The Federal Government has invested in the building of a National Broadband Network, lead implementation sites, telehealth delivery and personally controlled electronic health records (PCEHR), launched 30 days before the conference. This book will be of interest to clinicians, researchers, industry innovators and all those who share the desire to deliver better healthcare to all.
Book Synopsis Machine Learning in Bioinformatics by : Yanqing Zhang
Download or read book Machine Learning in Bioinformatics written by Yanqing Zhang and published by John Wiley & Sons. This book was released on 2009-02-23 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to machine learning methods and their applications to problems in bioinformatics Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. Machine learning techniques such as Markov models, support vector machines, neural networks, and graphical models have been successful in analyzing life science data because of their capabilities in handling randomness and uncertainty of data noise and in generalization. From an internationally recognized panel of prominent researchers in the field, Machine Learning in Bioinformatics compiles recent approaches in machine learning methods and their applications in addressing contemporary problems in bioinformatics. Coverage includes: feature selection for genomic and proteomic data mining; comparing variable selection methods in gene selection and classification of microarray data; fuzzy gene mining; sequence-based prediction of residue-level properties in proteins; probabilistic methods for long-range features in biosequences; and much more. Machine Learning in Bioinformatics is an indispensable resource for computer scientists, engineers, biologists, mathematicians, researchers, clinicians, physicians, and medical informaticists. It is also a valuable reference text for computer science, engineering, and biology courses at the upper undergraduate and graduate levels.
Download or read book MEDINFO 2001 written by Vimla L. Patel and published by IOS Press. This book was released on 2001 with total page 724 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technological infrastructure - Standards for interworking - Human-computer interaction - Knowledge representation - Information management - Decision support - Electronic patient records - Health information systems - Patient care aspects/telematics.
Book Synopsis Ethical Health Informatics by : Laurinda B. Harman
Download or read book Ethical Health Informatics written by Laurinda B. Harman and published by Jones & Bartlett Publishers. This book was released on 2017 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: Preceded by: Ethical challenges in the management of health information / [edited by ] Laurinda Beebe Harman. 2nd edition. 2006.
Book Synopsis Public Health Informatics and Information Systems by : J.A. Magnuson
Download or read book Public Health Informatics and Information Systems written by J.A. Magnuson and published by Springer Nature. This book was released on 2020-07-17 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 3rd edition of a classic textbook examines the context and background of public health informatics, explores the technology and science underlying the field, discusses challenges and emerging solutions, reviews many key public health information systems, and includes practical, case-based studies to guide the reader through the topic. The editors have expanded the text into new areas that have become important since publication of the previous two editions due to changing technologies and needs in the field, as well as updating and augmenting much of the core content. The book contains learning objectives, overviews, future directions, and review questions to assist readers to engage with this vast topic. The Editors and their team of well-known contributors have built upon the foundation established by the previous editions to provide the reader with a comprehensive and forward-looking review of public health informatics. The breadth of material in Public Health Informatics and Information Systems, 3rd edition makes it suitable for both undergraduate and graduate coursework in public health informatics, enabling instructors to select chapters that best fit their students’ needs.
Book Synopsis Health Informatics by : Anthony Maeder
Download or read book Health Informatics written by Anthony Maeder and published by IOS Press. This book was released on 2012 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: A more trusted environment for the management and use of health information would undoubtedly help to consolidate and accelerate the use of health informatics solutions as change mechanisms to drive the establishment and adoption of new models of care, as well as new technology-oriented healthcare processes. This book presents 35 papers from the Australian National Health Informatics Conference (HIC 2012), held in Sydney, Australia, in July and August 2012. The theme of the conference is aeHealth Informatics - Building a Healthcare Future Through Trusted InformationAE, and emphasizes the importance of assuring the integrity and security of health data and communications. The papers range from deeply theoretical to intensely practical, and address many elements of contemporary health informatics research endeavors, as well as peripheral, but related topics. Australian research, developments and implementations are at the forefront of e-health, and are the focus of much international attention.The Federal Government has invested in the building of a National Broadband Network, lead implementation sites, telehealth delivery and personally controlled electronic health records (PCEHR), launched 30 days before the conference. This book will be of interest to clinicians, researchers, industry innovators and all those who share the desire to deliver better healthcare to all.
Book Synopsis Health Informatics Vision: From Data via Information to Knowledge by : J. Mantas
Download or read book Health Informatics Vision: From Data via Information to Knowledge written by J. Mantas and published by IOS Press. This book was released on 2019-08-06 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: The latest developments in data, informatics and technology continue to enable health professionals and informaticians to improve healthcare for the benefit of patients everywhere. This book presents full papers from ICIMTH 2019, the 17th International Conference on Informatics, Management and Technology in Healthcare, held in Athens, Greece from 5 to 7 July 2019. Of the 150 submissions received, 95 were selected for presentation at the conference following review and are included here. The conference focused on increasing and improving knowledge of healthcare applications spanning the entire spectrum from clinical and health informatics to public health informatics as applied in the healthcare domain. The field of biomedical and health informatics is examined in a very broad framework, presenting the research and application outcomes of informatics from cell to population and exploring a number of technologies such as imaging, sensors, and biomedical equipment, together with management and organizational aspects including legal and social issues. Setting research priorities in health informatics is also addressed. Providing an overview of the latest developments in health informatics, the book will be of interest to all those working in the field.