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Management of Large Sets of Image Data Capture, Databases, Image Processing, Storage, Visualization Karol Kozak
Management of large sets of image data Capture, Databases, Image Processing, Storage, Visualization Karol Kozak Download free books at Karol Kozak Management of large sets of image data Capture, Databases, Image Processing, Storage, Visualization Download free eBooks at bookboon.com 2 Management of large sets of image data: Capture, Databases, Image Processing, Storage, Visualization 1st edition © 2014 Karol Kozak & bookboon.com ISBN 978-87-403-0726-9 Download free eBooks at bookboon.com 3 Management of large sets of image data Contents Contents 1 Digital image 6 2 History of digital imaging 10 3 Amount of produced images – is it danger? 18 4 Digital image and privacy 20 5 Digital cameras 27 5.1 Methods of image capture 31 6 Image formats 33 7 Image Metadata – data about data 39 8 Interactive visualization (IV) 44 9 Basic of image processing 49 Download free eBooks at bookboon.com 4 Click on the ad to read more Management of large sets of image data Contents 10 Image Processing software 62 11 Image management and image databases 79 12 Operating system (os) and images 97 13 Graphics processing unit (GPU) 100 14 Storage and archive 101 15 Images in different disciplines 109 15.1 Microscopy 109 360° 15.2 Medical imaging 114 15.3 Astronomical images 117 15.4 Industrial imaging 360° 118 thinking. 16 Selection of best digital images 120 References: thinking. 124 360° thinking . 360° thinking. Discover the truth at www.deloitte.ca/careers Discover the truth at www.deloitte.ca/careers © Deloitte & Touche LLP and affiliated entities. Discover the truth at www.deloitte.ca/careers © Deloitte & Touche LLP and affiliated entities. -
Examples of the Electronic Health Record (EHR)
Examples of the Electronic Health Record (EHR) What is Biomedical & Health Informatics? William Hersh Copyright 2020 Oregon Health & Science University Examples of the EHR • Using the Veterans Health Information Systems and Technology Architecture (VistA) • Why VistA? – State-of-the-art EHR that has transformed healthcare in the Veteran’s Health Administration (VHA) (Perlin, 2006; Byrne, 2010) – Not that pretty, but has all of the modern features of the EHR, e.g., clinical decision support (CDS), computerized provider order entry (CPOE), etc. – Distributed under open-source model, unlike most other vendors who do not even allow screen shots to be shown outside their customers’ institutions • Fascinating story (Allen, 2017), but VistA now being phased out in favor of Cerner EHR adopted by Department of Defense (VA, 2017) – https://www.ehrm.va.gov/ WhatIs5 2 1 Some details about VistA • Server written in M (formerly called MUMPS), accessed via command-line interface – Runs in commercial Intersystems Cache (on many platforms) or open-source GT.M (Linux only) • Client (called CPRS) written in Delphi and providers graphical user interface – Only runs on Windows (just about all versions) WhatIs5 3 Logging on to CPRS, the front end to VistA WhatIs5 4 2 Choosing a patient WhatIs5 5 Cover sheet – overview WhatIs5 6 3 Drilling down to details of a problem WhatIs5 7 Details of an allergy WhatIs5 8 4 Viewing vital signs over time WhatIs5 9 More details on problems WhatIs5 10 5 List of active orders WhatIs5 11 Viewing the patient’s notes WhatIs5 12 -
Also Includes Slides and Contents From
The Compilation Toolchain Cross-Compilation for Embedded Systems Prof. Andrea Marongiu ([email protected]) Toolchain The toolchain is a set of development tools used in association with source code or binaries generated from the source code • Enables development in a programming language (e.g., C/C++) • It is used for a lot of operations such as a) Compilation b) Preparing Libraries Most common toolchain is the c) Reading a binary file (or part of it) GNU toolchain which is part of d) Debugging the GNU project • Normally it contains a) Compiler : Generate object files from source code files b) Linker: Link object files together to build a binary file c) Library Archiver: To group a set of object files into a library file d) Debugger: To debug the binary file while running e) And other tools The GNU Toolchain GNU (GNU’s Not Unix) The GNU toolchain has played a vital role in the development of the Linux kernel, BSD, and software for embedded systems. The GNU project produced a set of programming tools. Parts of the toolchain we will use are: -gcc: (GNU Compiler Collection): suite of compilers for many programming languages -binutils: Suite of tools including linker (ld), assembler (gas) -gdb: Code debugging tool -libc: Subset of standard C library (assuming a C compiler). -bash: free Unix shell (Bourne-again shell). Default shell on GNU/Linux systems and Mac OSX. Also ported to Microsoft Windows. -make: automation tool for compilation and build Program development tools The process of converting source code to an executable binary image requires several steps, each with its own tool. -
Open Source As an Alternative for Clinical Information Systems Adoption
Open Source as an Alternative for Clinical Information Systems Adoption Placide Poba-Nzaou , Université du Québec à Montréal Josianne Marsan , Université Laval Guy Paré , HEC Montréal Louis Raymond , Université du Québec à Trois-Rivières Health Informatics & Technology Conference October 20-22, 2014 - Baltimore, MD, USA Agenda • Context • Research Questions • Conceptual Background • Research Method • Results • Discussion • Conclusion 2 Context • Electronic Health Records (EHR) are at the heart of most health system reforms – “Mission-critical” applications for hospitals • High costs and low level of interoperability of commercial EHR software has led a growing number of hospitals to adopt open source software (OSS) solutions – Examples of OSS EHR: VistA, Oscar, GNU Med, OpenEMR and OpenMRS, etc. 3 Research Questions • What can motivate a Hospital to adopt an Open Source EHR ? • What are the main challenges faced by a hospital adopting an Open Source EHR ? • What can be done to deal with these challenges ? 4 Conceptual Background • Motivations to adopt an Enterprise System by healthcare organizations (Poba-Nzaou et al., 2014) – Strategic (Clinical vs. Managerial) – Operational (Clinical vs. Managerial) – Financial – Technological • Hybrid organization – “Organization that combine different institutional logics in unprecedented ways” (Scott and Meyer 1991) • E.g.: integration of not-for-profit and for-profit logics (Battilana et al., 2012) – Challenges faced by Hybrid Organizations in search of sustainability (Battilana et al., 2012) – #1: Legal Structure – #2: Financing – #3: Customers and Beneficiaries 5 – #4: Organizational Culture and Talent Development Conceptual Background (continued) – OSS governance models • “the means of achieving the direction, control, and coordination of wholly or partially autonomous individuals and organizations on behalf of an OSS development project to which they jointly contribute” (Markus, 2007) – “community managed” vs. -
Riscv-Software-Stack-Tutorial-Hpca2015
Software Tools Bootcamp RISC-V ISA Tutorial — HPCA-21 08 February 2015 Albert Ou UC Berkeley [email protected] Preliminaries To follow along, download these slides at http://riscv.org/tutorial-hpca2015.html 2 Preliminaries . Shell commands are prefixed by a “$” prompt. Due to time constraints, we will not be building everything from source in real-time. - Binaries have been prepared for you in the VM image. - Detailed build steps are documented here for completeness but are not necessary if using the VM. Interactive portions of this tutorial are denoted with: $ echo 'Hello world' . Also as a reminder, these slides are marked with an icon in the upper-right corner: 3 Software Stack . Many possible combinations (and growing) . But here we will focus on the most common workflows for RISC-V software development 4 Agenda 1. riscv-tools infrastructure 2. First Steps 3. Spike + Proxy Kernel 4. QEMU + Linux 5. Advanced Cross-Compiling 6. Yocto/OpenEmbedded 5 riscv-tools — Overview “Meta-repository” with Git submodules for every stable component of the RISC-V software toolchain Submodule Contents riscv-fesvr RISC-V Frontend Server riscv-isa-sim Functional ISA simulator (“Spike”) riscv-qemu Higher-performance ISA simulator riscv-gnu-toolchain binutils, gcc, newlib, glibc, Linux UAPI headers riscv-llvm LLVM, riscv-clang submodule riscv-pk RISC-V Proxy Kernel (riscv-linux) Linux/RISC-V kernel port riscv-tests ISA assembly tests, benchmark suite All listed submodules are hosted under the riscv GitHub organization: https://github.com/riscv 6 riscv-tools — Installation . Build riscv-gnu-toolchain (riscv*-*-elf / newlib target), riscv-fesvr, riscv-isa-sim, and riscv-pk: (pre-installed in VM) $ git clone https://github.com/riscv/riscv-tools $ cd riscv-tools $ git submodule update --init --recursive $ export RISCV=<installation path> $ export PATH=${PATH}:${RISCV}/bin $ ./build.sh . -
Mobile Applications for the Health Sector
Mobile Applications for the Health Sector Christine Zhenwei Qiang, Masatake Yamamichi*, Vicky Hausman and Daniel Altman ICT Sector Unit World Bank December 2011 This report is the product of the staff and consultants of the World Bank. The findings, interpretations, and conclusions do not necessarily reflect the views of the Executive Directors of the World Bank or the governments they represent. The World Bank does not guarantee the accuracy of the data included in this work. * Corresponding author: 1818 H Street NW, MSN MC6-616, Washington DC 20433, USA. [email protected] Contents Abbreviations ................................................................................................................... 3 Acknowledgements ........................................................................................................... 4 Executive Summary ........................................................................................................... 5 1 Introduction ........................................................................................................... 11 1.1 What is mobile health? 11 1.2 Technological context for mobile health 12 1.3 Perceived potential of mobile health 13 1.4 The mobile health ecosystem 16 1.5 Social goals of investments in mobile health 17 1.6 How does mobile health relate to other intersections of health and technology? 19 2 Health Needs in Developing Countries ...................................................................... 21 2.1 Common health burdens 21 2.2 Challenges -
Operating Systems and Applications for Embedded Systems >>> Toolchains
>>> Operating Systems And Applications For Embedded Systems >>> Toolchains Name: Mariusz Naumowicz Date: 31 sierpnia 2018 [~]$ _ [1/19] >>> Plan 1. Toolchain Toolchain Main component of GNU toolchain C library Finding a toolchain 2. crosstool-NG crosstool-NG Installing Anatomy of a toolchain Information about cross-compiler Configruation Most interesting features Sysroot Other tools POSIX functions AP [~]$ _ [2/19] >>> Toolchain A toolchain is the set of tools that compiles source code into executables that can run on your target device, and includes a compiler, a linker, and run-time libraries. [1. Toolchain]$ _ [3/19] >>> Main component of GNU toolchain * Binutils: A set of binary utilities including the assembler, and the linker, ld. It is available at http://www.gnu.org/software/binutils/. * GNU Compiler Collection (GCC): These are the compilers for C and other languages which, depending on the version of GCC, include C++, Objective-C, Objective-C++, Java, Fortran, Ada, and Go. They all use a common back-end which produces assembler code which is fed to the GNU assembler. It is available at http://gcc.gnu.org/. * C library: A standardized API based on the POSIX specification which is the principle interface to the operating system kernel from applications. There are several C libraries to consider, see the following section. [1. Toolchain]$ _ [4/19] >>> C library * glibc: Available at http://www.gnu.org/software/libc. It is the standard GNU C library. It is big and, until recently, not very configurable, but it is the most complete implementation of the POSIX API. * eglibc: Available at http://www.eglibc.org/home. -
A Cloud Based Patient-Centered Ehealth Record
International Journal on Advances in Life Sciences, vol 7 no 1 & 2, year 2015, http://www.iariajournals.org/life_sciences/ 30 A Cloud Based Patient-Centered eHealth Record Konstantinos Koumaditis, Leonidas Katelaris, and Marinos Themistocleous Department of Digital Systems University of Piraeus Piraeus, Greece e-mail: (konkoum,lkatelaris,mthemist)@unipi.gr Abstract - This research focuses on the Patient-Centered integrated view of citizens health status. The latter is reflected e-Health (PCEH) concept by introducing its importance in EHRs and Personal Health Records (PHRs), which are and demonstrating a multidisciplinary project that being enriched and exploited by different actors and combines advanced technologies. The project links stakeholders (i.e., health and care professionals, citizens, several aspects of PCEH functionality, such as: (a) nutrition experts, hospitals, etc.) in the health ecosystem. homecare telemedicine technologies, (b) e-prescribing, e- Three general PHR models have been proposed [7]: a) the referral, e-learning and (c) state-of-the-art technologies stand-alone model, b) Electronic Health Record (EHR) like cloud computing and Service Oriented Architecture system, and c) the integrated one, which is an interoperable (SOA), will lead to an innovative integrated e-health system providing linkage with a variety of patient platform that delivers many benefits to the society, the information sources, such as EHRs, home diagnostics, economy, the industry and the research community. This insurance claims etc. The main types of health information paper provides insights of the PCEH concept and the supported by PHRs are problem lists, procedures, major current stages of the project. In doing so, we aim to illnesses, provider lists, allergy data, home-monitored data, increase the awareness of this significant work and family history, social history and lifestyle, immunizations, disseminate the knowledge gained so far through our medications and laboratory tests [8, 9]. -
A.5.1. Linux Programming and the GNU Toolchain
Making the Transition to Linux A Guide to the Linux Command Line Interface for Students Joshua Glatt Making the Transition to Linux: A Guide to the Linux Command Line Interface for Students Joshua Glatt Copyright © 2008 Joshua Glatt Revision History Revision 1.31 14 Sept 2008 jg Various small but useful changes, preparing to revise section on vi Revision 1.30 10 Sept 2008 jg Revised further reading and suggestions, other revisions Revision 1.20 27 Aug 2008 jg Revised first chapter, other revisions Revision 1.10 20 Aug 2008 jg First major revision Revision 1.00 11 Aug 2008 jg First official release (w00t) Revision 0.95 06 Aug 2008 jg Second beta release Revision 0.90 01 Aug 2008 jg First beta release License This document is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 3.0 United States License [http:// creativecommons.org/licenses/by-nc-sa/3.0/us/]. Legal Notice This document is distributed in the hope that it will be useful, but it is provided “as is” without express or implied warranty of any kind; without even the implied warranties of merchantability or fitness for a particular purpose. Although the author makes every effort to make this document as complete and as accurate as possible, the author assumes no responsibility for errors or omissions, nor does the author assume any liability whatsoever for incidental or consequential damages in connection with or arising out of the use of the information contained in this document. The author provides links to external websites for informational purposes only and is not responsible for the content of those websites. -
Debian Med Integrated Software Environment for All Medical Applications
Debian Med Integrated software environment for all medical applications Andreas Tille 27. February 2013 When people hear for the first time the term ‘Debian Med’ there are usually two kinds of misconceptions. Let us dispel these in advance, so as to clarify subsequent discussion of the project. People familiar with Debian as a large distribution of Free Software usually imag- ine Debian Med to be some kind of customised derivative of Debian tailored for use in a medical environment. Astonishingly, the idea that such customisation can be done entirely within Debian itself is not well known and the technical term Debian Pure Blend seems to be sufficiently unknown outside of the Debian milieu that many people fail to appreciate the concept correctly. There are no separate repositories like Personal Package Archives (PPA) as introduced by Ubuntu for additional software not belong- ing to the official distribution or something like that – a Debian Pure Blend (as the term ’pure’ implies) is Debian itself and if you have received Debian you have full De- bian Med at your disposal. There are other Blends inside Debian like Debian Science, Debian Edu, Debian GIS and others. People working in the health care professions sometimes acquire another miscon- ception about Debian Med, namely that Debian Med is some kind of software primarily dedicated to managing a doctor’s practice. Sometimes people even assume that people assume the Debian Med team actually develops this software. However, the truth about the Debian Med team is that we are a group of Debian developers hard at work incor- porating existing medical software right into the Debian distribution. -
Debian Med Integrated Software Environment for All Medical Purposes Based on Debian GNU/Linux
Debian Med Integrated software environment for all medical purposes based on Debian GNU/Linux Andreas Tille Debian OSWC, Malaga 2008 1 / 18 Structure 1 What is Debian Med 2 Realisation 3 Debian Med for service providers 2 / 18 Motivation Free Software in medicine not widely established yet Some subareas well covered Medical data processing more than just practice and patient management Preclinical research of microbiology and genetics as well as medical imaging ! Pool of existing free medical software 3 / 18 Profile of the envisaged user Focus on medicine not computers Unreasonable effort to install upstream programs No interest in administration Interest reduced onto free medical software Easy usage Security and confidence Native-language documentation and interface 4 / 18 Customising Debian Debian > 20000 packages Focus on medical subset of those packages Packaging and integrating other medical software Easy installation and configuration Maintaining a general infrastructure for medical users General overview about free medical software Propagate the idea of Free Software in medicine Completely integrated into Debian - no fork 5 / 18 Special applications 6 / 18 Basic ideas Do not make a separate distribution but make Debian fit for medical care No development of medical software - just smooth integration of third-party software Debian-Developer = missing link between upstream author and user 7 / 18 Debian - adaptable for any purpose? Developed by more than 1000 volunteers Flexible, not bound on commercial interest Strict rules (policy) glue all things together Common interest of each individual developer: Get the best operating system for himself. Some developers work in the field of medicine In contrast to employees of companies every single Debian developer has the freedom and ability to realize his vision Every developer is able to influence the development of Debian - he just has to do it. -
Analysis of Various Techniques for Knowledge Mining in Electronic Health Records
European Journal of Molecular & Clinical Medicine ISSN 2515-8260 Volume 7, Issue 11, 2020 Analysis of various techniques for Knowledge Mining in Electronic Health Records 1V.Deepa, 2P.Mohamed Fathimal 1Research Scholar , 2 Assistant Professor ,SRM Institute of Science & Technology, Vadapalani ,Chennai Abstract With the fast development of digital communication all over the world ,each domain including healthcare sector has led to new dimension . “Health Informatics,” are the term used to coin application of IT for better healthcare services. Its applications helps to maintain the health record of individuals, in digital form known as the Electronic Health Record .This paper reviews the Electronic health records (EHR) in healthcare organizations. These digital records can help to support clinical activities that have the ability to improve quality of health and to reduce the costs. The aim of this paper is to study the detail analysis of the structure and the components of electronic health record.This paper reviews different techniques for handling the information in the text and different components of the electronic health record include daily charting, physical assessment, medication, discharge history, physical examination and test procedures. Keywords: Physical Assessment, Survey medication, Semantics, patience, Information Quality, Health care policy planning I INTRODUCTION In healthcare domain, more than 1100 electronic health record vendors are available all over the world. National policy and guidelines have been framed for EHR dealers and medical benefits. EHR collects real time medical data which stores patient’s information in a digital format like a history chart. As all the information are accessible in a single file, extraction of medical data from EMRs (electronic medical records) for analysis is very effective for the analysis.