An Open Source Freeware Software for Ultrasound Imaging and Elastography
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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. -
A 3D Interactive Multi-Object Segmentation Tool Using Local Robust Statistics Driven Active Contours
A 3D interactive multi-object segmentation tool using local robust statistics driven active contours The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters Citation Gao, Yi, Ron Kikinis, Sylvain Bouix, Martha Shenton, and Allen Tannenbaum. 2012. A 3D Interactive Multi-Object Segmentation Tool Using Local Robust Statistics Driven Active Contours. Medical Image Analysis 16, no. 6: 1216–1227. doi:10.1016/j.media.2012.06.002. Published Version doi:10.1016/j.media.2012.06.002 Citable link http://nrs.harvard.edu/urn-3:HUL.InstRepos:28548930 Terms of Use This article was downloaded from Harvard University’s DASH repository, and is made available under the terms and conditions applicable to Other Posted Material, as set forth at http:// nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of- use#LAA NIH Public Access Author Manuscript Med Image Anal. Author manuscript; available in PMC 2013 August 01. NIH-PA Author ManuscriptPublished NIH-PA Author Manuscript in final edited NIH-PA Author Manuscript form as: Med Image Anal. 2012 August ; 16(6): 1216–1227. doi:10.1016/j.media.2012.06.002. A 3D Interactive Multi-object Segmentation Tool using Local Robust Statistics Driven Active Contours Yi Gaoa,*, Ron Kikinisb, Sylvain Bouixa, Martha Shentona, and Allen Tannenbaumc aPsychiatry Neuroimaging Laboratory, Brigham & Women's Hospital, Harvard Medical School, Boston, MA 02115 bSurgical Planning Laboratory, Brigham & Women's Hospital, Harvard Medical School, Boston, MA 02115 cDepartments of Electrical and Computer Engineering and Biomedical Engineering, Boston University, Boston, MA 02115 Abstract Extracting anatomical and functional significant structures renders one of the important tasks for both the theoretical study of the medical image analysis, and the clinical and practical community. -
An Open-Source Research Platform for Image-Guided Therapy
Int J CARS DOI 10.1007/s11548-015-1292-0 ORIGINAL ARTICLE CustusX: an open-source research platform for image-guided therapy Christian Askeland1,3 · Ole Vegard Solberg1 · Janne Beate Lervik Bakeng1 · Ingerid Reinertsen1 · Geir Arne Tangen1 · Erlend Fagertun Hofstad1 · Daniel Høyer Iversen1,2,3 · Cecilie Våpenstad1,2 · Tormod Selbekk1,3 · Thomas Langø1,3 · Toril A. Nagelhus Hernes2,3 · Håkon Olav Leira2,3 · Geirmund Unsgård2,3 · Frank Lindseth1,2,3 Received: 3 July 2015 / Accepted: 31 August 2015 © The Author(s) 2015. This article is published with open access at Springerlink.com Abstract Results The validation experiments show a navigation sys- Purpose CustusX is an image-guided therapy (IGT) research tem accuracy of <1.1mm, a frame rate of 20 fps, and latency platform dedicated to intraoperative navigation and ultra- of 285ms for a typical setup. The current platform is exten- sound imaging. In this paper, we present CustusX as a robust, sible, user-friendly and has a streamlined architecture and accurate, and extensible platform with full access to data and quality process. CustusX has successfully been used for algorithms and show examples of application in technologi- IGT research in neurosurgery, laparoscopic surgery, vascular cal and clinical IGT research. surgery, and bronchoscopy. Methods CustusX has been developed continuously for Conclusions CustusX is now a mature research platform more than 15years based on requirements from clinical for intraoperative navigation and ultrasound imaging and is and technological researchers within the framework of a ready for use by the IGT research community. CustusX is well-defined software quality process. The platform was open-source and freely available at http://www.custusx.org. -
Medical Image Processing Software
Wohlers Report 2018 Medical Image Processing Software Medical image Patient-specific medical devices and anatomical models are almost always produced using radiological imaging data. Medical image processing processing software is used to translate between radiology file formats and various software AM file formats. Theoretically, any volumetric radiological imaging dataset by Andy Christensen could be used to create these devices and models. However, without high- and Nicole Wake quality medical image data, the output from AM can be less than ideal. In this field, the old adage of “garbage in, garbage out” definitely applies. Due to the relative ease of image post-processing, computed tomography (CT) is the usual method for imaging bone structures and contrast- enhanced vasculature. In the dental field and for oral- and maxillofacial surgery, in-office cone-beam computed tomography (CBCT) has become popular. Another popular imaging technique that can be used to create anatomical models is magnetic resonance imaging (MRI). MRI is less useful for bone imaging, but its excellent soft tissue contrast makes it useful for soft tissue structures, solid organs, and cancerous lesions. Computed tomography: CT uses many X-ray projections through a subject to computationally reconstruct a cross-sectional image. As with traditional 2D X-ray imaging, a narrow X-ray beam is directed to pass through the subject and project onto an opposing detector. To create a cross-sectional image, the X-ray source and detector rotate around a stationary subject and acquire images at a number of angles. An image of the cross-section is then computed from these projections in a post-processing step. -
Avizo Software for Industrial Inspection
Avizo Software for Industrial Inspection Digital inspection and materials analysis Digital workflow Thermo Scientific™ Avizo™ Software provides a comprehensive set of tools addressing the whole research-to-production cycle: from materials research in off-line labs to automated quality control in production environments. 3D image data acquisition Whatever the part or material you need to inspect, using © RX Solutions X-ray CT, radiography, or microscopy, Avizo Software is the solution of choice for materials characterization and defect Image processing detection in a wide range of areas (additive manufacturing, aerospace, automotive, casting, electronics, food, manufacturing) and for many types of materials (fibrous, porous, metals and alloys, ceramics, composites and polymers). Avizo Software also provides dimensional metrology with Visual inspection Dimensional metrology Material characterization advanced measurements; an extensive set of programmable & defect analysis automated analysis workflows (recipes); reporting and traceability; actual/nominal comparison by integrating CAD models; and a fully automated in-line inspection framework. With Avizo Software, reduce your design cycle, inspection times, and meet higher-level quality standards at a lower cost. + Creation and automation of inspection and analysis workflows + Full in-line integration Reporting & traceability On the cover: Porosity analysis and dimensional metrology on compressor housing. Data courtesy of CyXplus 2 3 Avizo Software for Industrial Inspection Learn more at thermofisher.com/amira-avizo Integrating expertise acquired over more than 10 years and developed in collaboration with major industrial partners in the aerospace, Porosity analysis automotive, and consumer goods industries, Avizo Software allows Imaging techniques such as CT, FIB-SEM, SEM, and TEM, allow detection of structural defects in the to visualize, analyze, measure and inspect parts and materials. -
Respiratory Adaptation to Climate in Modern Humans and Upper Palaeolithic Individuals from Sungir and Mladeč Ekaterina Stansfeld1*, Philipp Mitteroecker1, Sergey Y
www.nature.com/scientificreports OPEN Respiratory adaptation to climate in modern humans and Upper Palaeolithic individuals from Sungir and Mladeč Ekaterina Stansfeld1*, Philipp Mitteroecker1, Sergey Y. Vasilyev2, Sergey Vasilyev3 & Lauren N. Butaric4 As our human ancestors migrated into Eurasia, they faced a considerably harsher climate, but the extent to which human cranial morphology has adapted to this climate is still debated. In particular, it remains unclear when such facial adaptations arose in human populations. Here, we explore climate-associated features of face shape in a worldwide modern human sample using 3D geometric morphometrics and a novel application of reduced rank regression. Based on these data, we assess climate adaptations in two crucial Upper Palaeolithic human fossils, Sungir and Mladeč, associated with a boreal-to-temperate climate. We found several aspects of facial shape, especially the relative dimensions of the external nose, internal nose and maxillary sinuses, that are strongly associated with temperature and humidity, even after accounting for autocorrelation due to geographical proximity of populations. For these features, both fossils revealed adaptations to a dry environment, with Sungir being strongly associated with cold temperatures and Mladeč with warm-to-hot temperatures. These results suggest relatively quick adaptative rates of facial morphology in Upper Palaeolithic Europe. Te presence and the nature of climate adaptation in modern humans is a highly debated question, and not much is known about the speed with which these adaptations emerge. Previous studies demonstrated that the facial morphology of recent modern human groups has likely been infuenced by adaptation to cold and dry climates1–9. Although the age and rate of such adaptations have not been assessed, several lines of evidence indicate that early modern humans faced variable and sometimes harsh environments of the Marine Isotope Stage 3 (MIS3) as they settled in Europe 40,000 years BC 10. -
3D Medical Image Segmentation in Virtual Reality
3D Medical Image Segmentation in Virtual Reality Shea B. Yonker, Oleksandr O. Korshak, Timothy Hedstrom, Alexander Wu, Siddharth Atre, Jürgen P. Schulze University of California San Diego, La Jolla, CA Abstract inside, all by using their hands like they would in the real world. The possible achievements of accurate and intuitive 3D In fact, our application goes beyond simulating what one could image segmentation are endless. For our specific research, we do in the real world by allowing the user to reach into the data aim to give doctors around the world, regardless of their set as if it is a hologram. computer knowledge, a virtual reality (VR) 3D image Finally, to more particularly examine one aspect of the segmentation tool which allows medical professionals to better data, our program allows for segmentation of this 3D image. For visualize their patients' data sets, thus attaining the best humans, looking at an image and deciphering foreground vs. understanding of their respective conditions. background is in most cases trivial. Whereas for computers, it We implemented an intuitive virtual reality interface that can be one of the most difficult and computationally taxing can accurately display MRI and CT scans and quickly and problems. For this reason, we will introduce several precisely segment 3D images, offering two different segmentation solutions, each of which is tailored to a specific segmentation algorithms. Simply put, our application must be application of medical imaging. able to fit into even the most busy and practiced physicians' workdays while providing them with a new tool, the likes of Related Work which they have never seen before. -
Modelling of the Effects of Entrainment Defects on Mechanical Properties in Al-Si-Mg Alloy Castings
MODELLING OF THE EFFECTS OF ENTRAINMENT DEFECTS ON MECHANICAL PROPERTIES IN AL-SI-MG ALLOY CASTINGS By YANG YUE A dissertation submitted to University of Birmingham for the degree of DOCTOR OF PHILOSOPHY School of Metallurgy and Materials University of Birmingham June 2014 University of Birmingham Research Archive e-theses repository This unpublished thesis/dissertation is copyright of the author and/or third parties. The intellectual property rights of the author or third parties in respect of this work are as defined by The Copyright Designs and Patents Act 1988 or as modified by any successor legislation. Any use made of information contained in this thesis/dissertation must be in accordance with that legislation and must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the permission of the copyright holder. Abstract Liquid aluminium alloy is highly reactive with the surrounding atmosphere and therefore, surface films, predominantly surface oxide films, easily form on the free surface of the melt. Previous researches have highlighted that surface turbulence in liquid aluminium during the mould-filling process could result in the fold-in of the surface oxide films into the bulk liquid, and this would consequently generate entrainment defects, such as double oxide films and entrapped bubbles in the solidified casting. The formation mechanisms of these defects and their detrimental e↵ects on both mechani- cal properties and reproducibility of properties of casting have been studied over the past two decades. However, the behaviour of entrainment defects in the liquid metal and their evolution during the casting process are still unclear, and the distribution of these defects in casting remains difficult to predict. -
An Open-Source Visualization System
OpenWalnut { An Open-Source Visualization System Sebastian Eichelbaum1, Mario Hlawitschka2, Alexander Wiebel3, and Gerik Scheuermann1 1Abteilung f¨urBild- und Signalverarbeitung, Institut f¨urInformatik, Universit¨atLeipzig, Germany 2Institute for Data Analysis and Visualization (IDAV), and Department of Biomedical Imaging, University of California, Davis, USA 3 Max-Planck-Institut f¨urKognitions- und Neurowissenschaften, Leipzig, Germany [email protected] Abstract In the last years a variety of open-source software packages focusing on vi- sualization of human brain data have evolved. Many of them are designed to be used in a pure academic environment and are optimized for certain tasks or special data. The open source visualization system we introduce here is called OpenWalnut. It is designed and developed to be used by neuroscientists during their research, which enforces the framework to be designed to be very fast and responsive on the one side, but easily extend- able on the other side. OpenWalnut is a very application-driven tool and the software is tuned to ease its use. Whereas we introduce OpenWalnut from a user's point of view, we will focus on its architecture and strengths for visualization researchers in an academic environment. 1 Introduction The ongoing research into neurological diseases and the function and anatomy of the brain, employs a large variety of examination techniques. The different techniques aim at findings for different research questions or different viewpoints of a single task. The following are only a few of the very common measurement modalities and parts of their application area: computed tomography (CT, for anatomical information using X-ray measurements), magnetic-resonance imag- ing (MRI, for anatomical information using magnetic resonance esp. -
Development and Characterization of the Invesalius Navigator Software for Navigated Transcranial Magnetic Stimulation T ⁎ Victor Hugo Souzaa, ,1, Renan H
Journal of Neuroscience Methods 309 (2018) 109–120 Contents lists available at ScienceDirect Journal of Neuroscience Methods journal homepage: www.elsevier.com/locate/jneumeth Development and characterization of the InVesalius Navigator software for navigated transcranial magnetic stimulation T ⁎ Victor Hugo Souzaa, ,1, Renan H. Matsudaa, André S.C. Peresa,b, Paulo Henrique J. Amorimc, Thiago F. Moraesc, Jorge Vicente L. Silvac, Oswaldo Baffaa a Departamento de Física, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo, Av. Bandeirantes, 3900, 14040-901, Ribeirão Preto, SP, Brazil b Instituto Internacional de Neurociência de Natal Edmond e Lily Safra, Instituto Santos Dumont, Rodovia RN 160 Km 03, 3003, 59280-000, Macaíba, RN, Brazil c Núcleo de Tecnologias Tridimensionais, Centro de Tecnologia da Informação Renato Archer, Rodovia Dom Pedro I Km 143, 13069-901, Campinas, SP, Brazil GRAPHICAL ABSTRACT ARTICLE INFO ABSTRACT Keywords: Background: Neuronavigation provides visual guidance of an instrument during procedures of neurological in- Neuronavigation terventions, and has been shown to be a valuable tool for accurately positioning transcranial magnetic stimu- Transcranial magnetic stimulation lation (TMS) coils relative to an individual’s anatomy. Despite the importance of neuronavigation, its high cost, Localization error low portability, and low availability of magnetic resonance imaging facilities limit its insertion in research and Co-registration clinical environments. Coil positioning New method: We have developed and validated the InVesalius Navigator as the first free, open-source software Surgical planning for image-guided navigated TMS, compatible with multiple tracking devices. A point-based, co-registration al- gorithm and a guiding interface were designed for tracking any instrument (e.g. -
Kitware Source Issue 21
SOFTWARE DEVELOPER’S QUARTERLY Issue 21 • April 2012 Editor’s Note ........................................................................... 1 PARAVIEW 3.14 RELEASED In late February, Kitware and the ParaView team released Recent Releases ..................................................................... 1 ParaView 3.14. This release features usability enhancements, improvements to the Plugin framework, new panels, and ParaView in Immersive Environments .................................. 3 more than 100 other resolved issues. Teaching Open Source .......................................................... 4 ParaView 3.14 features a redesigned Find Data dialog and Color Editor. The updated Find Data dialog makes it possible ParaView Query Selection Framework................................. 7 to use complex queries to select elements, including combin- ing multiple test cases with Boolean operations. The Color Ginkgo CADx: Open Source DICOM CADx Environment .... 8 Editor, used to edit lookup tables or color tables for scalar mapping, now enables independent editing of the color and Code Review, Topic Branches and VTK ................................. 9 opacity functions. Video Analysis on Business Intelligence, ParaView’s charting capabilities have been extended with a Studies in Computational Intelligence ............................... 11 new scatter plot matrix view and the ability to visualize mul- tiple dimensions of data in one compact form. This improved The Visible Patient .............................................................. -
List of File Formats Supported in Avizo
List of file formats supported in Avizo Avizo Standard Edition Name Description Import Export 3D scene/geometry formats DXF Drawing Interchange Format for AutoCAD 3D models Yes Yes HxSurface Avizo's native format for triangular surfaces Yes Yes Open Inventor Open Inventor file format for 3D models Yes Yes Ply Format Stanford triangle format for points and surfaces Yes Yes STL Simple format for triangular surfaces Yes Yes VRML Virtual reality markup language for 3D models Yes Yes Wavefront OBJ Wavefront OBJ generic 3D file format No Yes 2D/3D image formats ACR-NEMA Predecessor of the DICOM format for medical images Yes No AmiraMesh Format Avizo's native general purpose format Yes Yes AmiraMesh as LargeDiskData Access image data blockwise Yes No Analyze 7.5 3D image data with separate header file Yes Yes AnalyzeAVW 2D and 3D medical image data Yes Yes BMP Image Format Uncompressed Windows bitmap format Yes Yes DICOM Standard file format for medical images Yes Yes Encapsulated PostScript For 2D raster images only No Yes Interfile Interfile file reader Yes No JPEG Image Format 2D image format with lossy compression Yes Yes LDA VolumeViz native file format Yes No LargeDiskData Access image data blockwise Yes Yes PNG Image Format Portable network graphics format for 2D images Yes Yes PNM Image Format Simple uncompressed 2D image format Yes Yes Raw Data Binary data as a 3D uniform field Yes Yes Raw Data as LargeDiskData Access image data blockwise Yes No SGI-RGB Image Format 2D image format with run-length encoding Yes Yes Stacked-Slices Info