Data Warehousing For Biomedical Informatics
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Data Warehousing For Biomedical Informatics
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Author : Richard E. Biehl
language : en
Publisher: CRC Press
Release Date : 2016-01-13
Data Warehousing For Biomedical Informatics written by Richard E. Biehl and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-13 with Business & Economics categories.
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
Interactive Knowledge Discovery And Data Mining In Biomedical Informatics
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Author : Andreas Holzinger
language : en
Publisher: Springer
Release Date : 2014-06-17
Interactive Knowledge Discovery And Data Mining In Biomedical Informatics written by Andreas Holzinger and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-17 with Computers categories.
One of the grand challenges in our digital world are the large, complex and often weakly structured data sets, and massive amounts of unstructured information. This “big data” challenge is most evident in biomedical informatics: the trend towards precision medicine has resulted in an explosion in the amount of generated biomedical data sets. Despite the fact that human experts are very good at pattern recognition in dimensions of = 3; most of the data is high-dimensional, which makes manual analysis often impossible and neither the medical doctor nor the biomedical researcher can memorize all these facts. A synergistic combination of methodologies and approaches of two fields offer ideal conditions towards unraveling these problems: Human–Computer Interaction (HCI) and Knowledge Discovery/Data Mining (KDD), with the goal of supporting human capabilities with machine learning./ppThis state-of-the-art survey is an output of the HCI-KDD expert network and features 19 carefully selected and reviewed papers related to seven hot and promising research areas: Area 1: Data Integration, Data Pre-processing and Data Mapping; Area 2: Data Mining Algorithms; Area 3: Graph-based Data Mining; Area 4: Entropy-Based Data Mining; Area 5: Topological Data Mining; Area 6 Data Visualization and Area 7: Privacy, Data Protection, Safety and Security.
Data Mining In Biomedical Imaging Signaling And Systems
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Author : Sumeet Dua
language : en
Publisher: CRC Press
Release Date : 2016-04-19
Data Mining In Biomedical Imaging Signaling And Systems written by Sumeet Dua and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-19 with Computers categories.
Data mining can help pinpoint hidden information in medical data and accurately differentiate pathological from normal data. It can help to extract hidden features from patient groups and disease states and can aid in automated decision making. Data Mining in Biomedical Imaging, Signaling, and Systems provides an in-depth examination of the biomedi
Biomedical Informatics In Translational Research
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Author : Hai Hu
language : en
Publisher: Artech House
Release Date : 2008
Biomedical Informatics In Translational Research written by Hai Hu and has been published by Artech House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computers categories.
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.
Big Data Big Challenges A Healthcare Perspective
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Author : Mowafa Househ
language : en
Publisher: Springer
Release Date : 2019-02-26
Big Data Big Challenges A Healthcare Perspective written by Mowafa Househ and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-26 with Medical categories.
This is the first book to offer a comprehensive yet concise overview of the challenges and opportunities presented by the use of big data in healthcare. The respective chapters address a range of aspects: from health management to patient safety; from the human factor perspective to ethical and economic considerations, and many more. By providing a historical background on the use of big data, and critically analyzing current approaches together with issues and challenges related to their applications, the book not only sheds light on the problems entailed by big data, but also paves the way for possible solutions and future research directions. Accordingly, it offers an insightful reference guide for health information technology professionals, healthcare managers, healthcare practitioners, and patients alike, aiding them in their decision-making processes; and for students and researchers whose work involves data science-related research issues in healthcare.
Information Technology In Bio And Medical Informatics
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Author : Christian Böhm
language : en
Publisher: Springer
Release Date : 2011-08-19
Information Technology In Bio And Medical Informatics written by Christian Böhm and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-19 with Computers categories.
This book constitutes the thoroughly refereed proceedings of the Second International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2011, held in Toulouse, France, in August/September 2011, in conjunction with DEXA 2011. The 13 long papers and 5 short papers were carefully selected and address the following topics: decision support and data management in biomedicine; medical data mining and information retrieval; workflow management and decision support in medicine; and classification in bioinformatics. The papers show how broad the spectrum of topics in applications of information technology to biomedical engineering and medical informatics is.
Data Mining For Biomedical Applications
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Author : Jinyan Li
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-03-23
Data Mining For Biomedical Applications written by Jinyan Li and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-03-23 with Computers categories.
This book constitutes the refereed proceedings of the International Workshop on Data Mining for Biomedical Applications, BioDM 2006, held in Singapore in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006). The 14 revised full papers presented together with one keynote talk were carefully reviewed and selected from 35 submissions. The papers are organized in topical sections
Health Informatics Good Principles And Practices For A Clinical Data Warehouse
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Author : British Standards Institute Staff
language : en
Publisher:
Release Date : 2006-11-30
Health Informatics Good Principles And Practices For A Clinical Data Warehouse written by British Standards Institute Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-11-30 with categories.
Health services, Medical technology, Data processing, Data handling, Data representation, Databases, Clinical medicine, Data security, Maintenance, Data management, Systems analysis, Organizations
Biological And Medical Data Analysis
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Author : José Luis Oliveira
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-11-04
Biological And Medical Data Analysis written by José Luis Oliveira and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-11-04 with Computers categories.
This book constitutes the refereed proceedings of the 6th International Symposium on Biological and Medical Data Analysis, ISBMDA 2005, held in Aveiro, Portugal, in November 2005. The 39 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on medical databases and information systems, data analysis and image processing, knowledge discovery and data mining, statistical methods and tools for biomedical data analysis, decision support systems, collaborative systems in biomedical informatics, as well as computational models, structural analysis, and microarray data analysis in the scope of bioinformatics.
Information Technology In Bio And Medical Informatics Itbam 2010
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Author : Sami Khuri
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-08-18
Information Technology In Bio And Medical Informatics Itbam 2010 written by Sami Khuri and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-08-18 with Computers categories.
This book constitutes the thoroughly refereed proceedings of the First International Conference on InformationTechnology in Bio- and Medical Informatics, held in Bilbao, Spain, in September 2010. The 14 selected long papers and 8 selected short papers are divided in the following groups:Workflow management and database; Decision support and data management in biomedicine; Medical data modelling and information retrieval; Data mining in bioinformatics; Knowledge representation and data management in bioinformatics; Biological data and signal processing.