Analyzing The Large Number Of Variables In Biomedical And Satellite Imagery

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Analyzing the Large Number of Variables in Biomedical and Satellite Imagery

Phillip I. Good
Analyzing the Large Number of Variables in Biomedical and Satellite Imagery Book PDF

Author : Phillip I. Good
Publisher : John Wiley & Sons
Page : 169 pages
File Size : 44,8 Mb
Release : 2011-05-18
Category : Mathematics
ISBN : 9781118002148

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Analyzing the Large Number of Variables in Biomedical and Satellite Imagery by Phillip I. Good Pdf

This book grew out of an online interactive offered through statcourse.com, and it soon became apparent to the author that the course was too limited in terms of time and length in light of the broad backgrounds of the enrolled students. The statisticians who took the course needed to be brought up to speed both on the biological context as well as on the specialized statistical methods needed to handle large arrays. Biologists and physicians, even though fully knowledgeable concerning the procedures used to generate microaarrays, EEGs, or MRIs, needed a full introduction to the resampling methods—the bootstrap, decision trees, and permutation tests, before the specialized methods applicable to large arrays could be introduced. As the intended audience for this book consists both of statisticians and of medical and biological research workers as well as all those research workers who make use of satellite imagery including agronomists and meteorologists, the book provides a step-by-step approach to not only the specialized methods needed to analyze the data from microarrays and images, but also to the resampling methods, step-down multi-comparison procedures, multivariate analysis, as well as data collection and pre-processing. While many alternate techniques for analysis have been introduced in the past decade, the author has selected only those techniques for which software is available along with a list of the available links from which the software may be purchased or downloaded without charge. Topical coverage includes: very large arrays; permutation tests; applying permutation tests; gathering and preparing data for analysis; multiple tests; bootstrap; applying the bootstrap; classification methods; decision trees; and applying decision trees.

Analyzing the Large Number of Variables in Biomedical and Satellite Imagery

Phillip I. Good
Analyzing the Large Number of Variables in Biomedical and Satellite Imagery Book PDF

Author : Phillip I. Good
Publisher : John Wiley & Sons
Page : 0 pages
File Size : 54,8 Mb
Release : 2011-05-03
Category : Mathematics
ISBN : 9780470927144

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Analyzing the Large Number of Variables in Biomedical and Satellite Imagery by Phillip I. Good Pdf

This book grew out of an online interactive offered through statcourse.com, and it soon became apparent to the author that the course was too limited in terms of time and length in light of the broad backgrounds of the enrolled students. The statisticians who took the course needed to be brought up to speed both on the biological context as well as on the specialized statistical methods needed to handle large arrays. Biologists and physicians, even though fully knowledgeable concerning the procedures used to generate microaarrays, EEGs, or MRIs, needed a full introduction to the resampling methods—the bootstrap, decision trees, and permutation tests, before the specialized methods applicable to large arrays could be introduced. As the intended audience for this book consists both of statisticians and of medical and biological research workers as well as all those research workers who make use of satellite imagery including agronomists and meteorologists, the book provides a step-by-step approach to not only the specialized methods needed to analyze the data from microarrays and images, but also to the resampling methods, step-down multi-comparison procedures, multivariate analysis, as well as data collection and pre-processing. While many alternate techniques for analysis have been introduced in the past decade, the author has selected only those techniques for which software is available along with a list of the available links from which the software may be purchased or downloaded without charge. Topical coverage includes: very large arrays; permutation tests; applying permutation tests; gathering and preparing data for analysis; multiple tests; bootstrap; applying the bootstrap; classification methods; decision trees; and applying decision trees.

Theoretical and Methodological Approaches to Social Sciences and Knowledge Management

Asunción Lopez-Varela Azcárate
Theoretical and Methodological Approaches to Social Sciences and Knowledge Management Book PDF

Author : Asunción Lopez-Varela Azcárate
Publisher : BoD – Books on Demand
Page : 424 pages
File Size : 43,8 Mb
Release : 2012-08-16
Category : Business & Economics
ISBN : 9789535106876

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Theoretical and Methodological Approaches to Social Sciences and Knowledge Management by Asunción Lopez-Varela Azcárate Pdf

This is a unique and groundbreaking collection of questions and answers coming from higher education institutions on diverse fields and across a wide spectrum of countries and cultures. It creates routes for further innovation, collaboration amidst the Sciences (both Natural and Social), the Humanities, and the private and public sectors of society. The chapters speak across sociocultural concerns, education, welfare and artistic sectors under the common desire for direct responses in more effective ways by means of interaction across societal structures.

The A-Z of Error-Free Research

Phillip I. Good
The A Z of Error Free Research Book PDF

Author : Phillip I. Good
Publisher : CRC Press
Page : 273 pages
File Size : 50,5 Mb
Release : 2012-08-01
Category : Mathematics
ISBN : 9781439897379

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The A-Z of Error-Free Research by Phillip I. Good Pdf

A Practical Guide with Step-by-Step Explanations, Numerous Worked Examples, and R Code The A–Z of Error-Free Research describes the design, analysis, modeling, and reporting of experiments, clinical trials, and surveys. The book shows you when to use statistics, the best ways to cope with variation, and how to design an experiment, determine optimal sample size, and collect useable data. It also helps you choose the best statistical procedures for your application and takes you step by step through model development and reporting results for publication. Transition from Student to Researcher Helping you become a confident researcher, the book begins with an overview of when—and when not—to use statistics. It guides you through the planning and data collection phases and presents various data analysis techniques, including methods for sample size determination. The author then covers techniques for developing models that provide a basis for future research. He also discusses reporting techniques to ensure your research efforts get the proper credit. The book concludes with case-control and cohort studies.

E-Health and Telemedicine: Concepts, Methodologies, Tools, and Applications

Management Association, Information Resources
E Health and Telemedicine Concepts Methodologies Tools and Applications Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1759 pages
File Size : 41,6 Mb
Release : 2015-09-23
Category : Medical
ISBN : 9781466687578

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E-Health and Telemedicine: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Advances in medical technology increase both the efficacy and efficiency of medical practice, and mobile technologies enable modern doctors and nurses to treat patients remotely from anywhere in the world. This technology raises issues of quality of care and medical ethics, which must be addressed. E-Health and Telemedicine: Concepts, Methodologies, Tools, and Applications explores recent advances in mobile medicine and how this technology impacts modern medical care. Three volumes of comprehensive coverage on crucial topics in wireless technologies for enhanced medical care make this multi-volume publication a critical reference source for doctors, nurse practitioners, hospital administrators, and researchers and academics in all areas of the medical field. This seminal publication features comprehensive chapters on all aspects of e-health and telemedicine, including implementation strategies; use cases in cardiology, infectious diseases, and cytology, among others; care of individuals with autism spectrum disorders; and medical image analysis.

Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques

Gonzalez, Fabio A.,Romero, Eduardo
Biomedical Image Analysis and Machine Learning Technologies Applications and Techniques Book PDF

Author : Gonzalez, Fabio A.,Romero, Eduardo
Publisher : IGI Global
Page : 390 pages
File Size : 47,5 Mb
Release : 2009-12-31
Category : Computers
ISBN : 9781605669571

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Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques by Gonzalez, Fabio A.,Romero, Eduardo Pdf

Medical images are at the base of many routine clinical decisions and their influence continues to increase in many fields of medicine. Since the last decade, computers have become an invaluable tool for supporting medical image acquisition, processing, organization and analysis. Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques provides a panorama of the current boundary between biomedical complexity coming from the medical image context and the multiple techniques which have been used for solving many of these problems. This innovative publication serves as a leading industry reference as well as a source of creative ideas for applications of medical issues.

Recent Advances in Biomedical Signal Processing

Juan Manuel Górriz,Elmar W. Lang,Javier Ramírez
Recent Advances in Biomedical Signal Processing Book PDF

Author : Juan Manuel Górriz,Elmar W. Lang,Javier Ramírez
Publisher : Bentham Science Publishers
Page : 288 pages
File Size : 50,5 Mb
Release : 2011
Category : Technology & Engineering
ISBN : 9781608052189

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Recent Advances in Biomedical Signal Processing by Juan Manuel Górriz,Elmar W. Lang,Javier Ramírez Pdf

"Biomedical signal processing is a rapidly expanding field with a wide range of applications, from the construction of artificial limbs and aids for disabilities to the development of sophisticated medical imaging systems. Acquisition and processing of bio"

Biosignal and Medical Image Processing

John L. Semmlow
Biosignal and Medical Image Processing Book PDF

Author : John L. Semmlow
Publisher : CRC Press
Page : 470 pages
File Size : 51,8 Mb
Release : 2011-03-23
Category : Medical
ISBN : 9781439878064

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Biosignal and Medical Image Processing by John L. Semmlow Pdf

Relying heavily on MATLAB® problems and examples, as well as simulated data, this text/reference surveys a vast array of signal and image processing tools for biomedical applications, providing a working knowledge of the technologies addressed while showcasing valuable implementation procedures, common pitfalls, and essential application concepts. The first and only textbook to supply a hands-on tutorial in biomedical signal and image processing, it offers a unique and proven approach to signal processing instruction, unlike any other competing source on the topic. The text is accompanied by a CD with support data files and software including all MATLAB examples and figures found in the text.

Clusters, Orders, and Trees: Methods and Applications

Fuad Aleskerov,Boris Goldengorin,Panos M. Pardalos
Clusters Orders and Trees Methods and Applications Book PDF

Author : Fuad Aleskerov,Boris Goldengorin,Panos M. Pardalos
Publisher : Springer
Page : 404 pages
File Size : 49,7 Mb
Release : 2014-06-11
Category : Mathematics
ISBN : 9781493907427

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Clusters, Orders, and Trees: Methods and Applications by Fuad Aleskerov,Boris Goldengorin,Panos M. Pardalos Pdf

The volume is dedicated to Boris Mirkin on the occasion of his 70th birthday. In addition to his startling PhD results in abstract automata theory, Mirkin’s ground breaking contributions in various fields of decision making and data analysis have marked the fourth quarter of the 20th century and beyond. Mirkin has done pioneering work in group choice, clustering, data mining and knowledge discovery aimed at finding and describing non-trivial or hidden structures—first of all, clusters, orderings and hierarchies—in multivariate and/or network data. This volume contains a collection of papers reflecting recent developments rooted in Mirkin’s fundamental contribution to the state-of-the-art in group choice, ordering, clustering, data mining and knowledge discovery. Researchers, students and software engineers will benefit from new knowledge discovery techniques and application directions.

Biomedical Visualisation

Paul M. Rea
Biomedical Visualisation Book PDF

Author : Paul M. Rea
Publisher : Springer
Page : 164 pages
File Size : 52,6 Mb
Release : 2019-07-16
Category : Medical
ISBN : 9783030142278

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Biomedical Visualisation by Paul M. Rea Pdf

This edited book explores the use of technology to enable us to visualise the life sciences in a more meaningful and engaging way. It will enable those interested in visualisation techniques to gain a better understanding of the applications that can be used in visualisation, imaging and analysis, education, engagement and training. The reader will be able to explore the utilisation of technologies from a number of fields to enable an engaging and meaningful visual representation of the biomedical sciences. This use of technology-enhanced learning will be of benefit for the learner, trainer and faculty, in patient care and the wider field of education and engagement. This second volume on Biomedical Visualisation will explore the use of a variety of visualisation techniques to enhance our understanding of how to visualise the body, its processes and apply it to a real world context. It is divided into three broad categories – Education; Craniofacial Anatomy and Applications and finally Visual Perception and Data Visualization. In the first four chapters, it provides a detailed account of the history of the development of 3D resources for visualisation. Following on from this will be three major case studies which examine a variety of educational perspectives in the creation of resources. One centres around neuropsychiatric education, one is based on gaming technology and its application in a university biology curriculum, and the last of these chapters examines how ultrasound can be used in the modern day anatomical curriculum. The next three chapters focus on a complex area of anatomy, and helps to create an engaging resource of materials focussed on craniofacial anatomy and applications. The first of these chapters examines how skulls can be digitised in the creation of an educational and training package, with excellent hints and tips. The second of these chapters has a real-world application related to forensic anatomy which examines skulls and soft tissue landmarks in the creation of a database for Cretan skulls, comparing it to international populations. The last three chapters present technical perspetives on visual perception and visualisation. By detailing visual perception, visual analytics and examination of multi-modal, multi-parametric data, these chapters help to understand the true scientific meaning of visualisation. The work presented here can be accessed by a wide range of users from faculty and students involved in the design and development of these processes, to those developing tools and techniques to enable visualisation in the sciences.

6th European Conference of the International Federation for Medical and Biological Engineering

Igor Lacković,Darko Vasic
6th European Conference of the International Federation for Medical and Biological Engineering Book PDF

Author : Igor Lacković,Darko Vasic
Publisher : Springer
Page : 1035 pages
File Size : 54,7 Mb
Release : 2014-09-02
Category : Technology & Engineering
ISBN : 9783319111285

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6th European Conference of the International Federation for Medical and Biological Engineering by Igor Lacković,Darko Vasic Pdf

This volume presents the Proceedings of the 6th European Conference of the International Federation for Medical and Biological Engineering (MBEC2014), held in Dubrovnik September 7 – 11, 2014. The general theme of MBEC 2014 is "Towards new horizons in biomedical engineering" The scientific discussions in these conference proceedings include the following themes: - Biomedical Signal Processing - Biomedical Imaging and Image Processing - Biosensors and Bioinstrumentation - Bio-Micro/Nano Technologies - Biomaterials - Biomechanics, Robotics and Minimally Invasive Surgery - Cardiovascular, Respiratory and Endocrine Systems Engineering - Neural and Rehabilitation Engineering - Molecular, Cellular and Tissue Engineering - Bioinformatics and Computational Biology - Clinical Engineering and Health Technology Assessment - Health Informatics, E-Health and Telemedicine - Biomedical Engineering Education

Biomedical Image Analysis

Aly A. Farag
Biomedical Image Analysis Book PDF

Author : Aly A. Farag
Publisher : Cambridge University Press
Page : 486 pages
File Size : 40,5 Mb
Release : 2014-10-30
Category : Computers
ISBN : 9780521196796

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Biomedical Image Analysis by Aly A. Farag Pdf

Ideal for classroom use and self-study, this book explains the implementation of the most effective modern methods in image analysis, covering segmentation, registration and visualisation, and focusing on the key theories, algorithms and applications that have emerged from recent progress in computer vision, imaging and computational biomedical science. Structured around five core building blocks - signals, systems, image formation and modality; stochastic models; computational geometry; level set methods; and tools and CAD models - it provides a solid overview of the field. Mathematical and statistical topics are presented in a straightforward manner, enabling the reader to gain a deep understanding of the subject without becoming entangled in mathematical complexities. Theory is connected to practical examples in x-ray, ultrasound, nuclear medicine, MRI and CT imaging, removing the abstract nature of the models and assisting reader understanding.

Translational Biomedical Informatics

Bairong Shen,Haixu Tang,Xiaoqian Jiang
Translational Biomedical Informatics Book PDF

Author : Bairong Shen,Haixu Tang,Xiaoqian Jiang
Publisher : Springer
Page : 332 pages
File Size : 40,5 Mb
Release : 2016-10-31
Category : Science
ISBN : 9789811015038

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Translational Biomedical Informatics by Bairong Shen,Haixu Tang,Xiaoqian Jiang Pdf

This book introduces readers to essential methods and applications in translational biomedical informatics, which include biomedical big data, cloud computing and algorithms for understanding omics data, imaging data, electronic health records and public health data. The storage, retrieval, mining and knowledge discovery of biomedical big data will be among the key challenges for future translational research. The paradigm for precision medicine and healthcare needs to integratively analyze not only the data at the same level – e.g. different omics data at the molecular level – but also data from different levels – the molecular, cellular, tissue, clinical and public health level. This book discusses the following major aspects: the structure of cross-level data; clinical patient information and its shareability; and standardization and privacy. It offers a valuable guide for all biologists, biomedical informaticians and clinicians with an interest in Precision Medicine Informatics.

Advanced Deep Learning Methods for Biomedical Information Analysis (ADLMBIA)

E. Zhang,Steven Li,Carlo Cattani,Shuihua Wang
Advanced Deep Learning Methods for Biomedical Information Analysis ADLMBIA Book PDF

Author : E. Zhang,Steven Li,Carlo Cattani,Shuihua Wang
Publisher : Frontiers Media SA
Page : 89 pages
File Size : 54,9 Mb
Release : 2024-01-25
Category : Science
ISBN : 9782832543801

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Advanced Deep Learning Methods for Biomedical Information Analysis (ADLMBIA) by E. Zhang,Steven Li,Carlo Cattani,Shuihua Wang Pdf

Due to numerous biomedical information sensing devices, such as Computed Tomography (CT), Magnetic Resonance (MR) Imaging, Ultrasound, Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET), to Magnetic Particle Imaging, EE/MEG, Optical Microscopy and Tomography, Photoacoustic Tomography, Electron Tomography, and Atomic Force Microscopy, etc. a large amount of biomedical information was gathered these years. However, identifying how to develop new advanced imaging methods and computational models for efficient data processing, analysis and modelling from the collected data is important for clinical applications and to understand the underlying biological processes. Deep learning approaches have been rapidly developed in recent years, both in terms of methodologies and practical applications. Deep learning techniques provide computational models of multiple processing layers to learn and represent data with multiple levels of abstraction. Deep Learning allows to implicitly capture intricate structures of large-scale data and ideally suited to some of the hardware architectures that are currently available.

Research Anthology on Improving Medical Imaging Techniques for Analysis and Intervention

Management Association, Information Resources
Research Anthology on Improving Medical Imaging Techniques for Analysis and Intervention Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1671 pages
File Size : 42,9 Mb
Release : 2022-09-09
Category : Medical
ISBN : 9781668475454

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Research Anthology on Improving Medical Imaging Techniques for Analysis and Intervention by Management Association, Information Resources Pdf

Medical imaging provides medical professionals the unique ability to investigate and diagnose injuries and illnesses without being intrusive. With the surge of technological advancement in recent years, the practice of medical imaging has only been improved through these technologies and procedures. It is essential to examine these innovations in medical imaging to implement and improve the practice around the world. The Research Anthology on Improving Medical Imaging Techniques for Analysis and Intervention investigates and presents the recent innovations, procedures, and technologies implemented in medical imaging. Covering topics such as automatic detection, simulation in medical education, and neural networks, this major reference work is an excellent resource for radiologists, medical professionals, hospital administrators, medical educators and students, librarians, researchers, and academicians.