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Author : Florian Levet
Publisher : Frontiers Media SA
ISBN 13 : 2889764060
Total Pages : 147 pages
Book Rating : 4.8/5 (897 download)
Download or read book Methods and Tools for Bioimage Analysis written by Florian Levet and published by Frontiers Media SA. This book was released on 2022-06-23 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Kota Miura
Publisher : Springer Nature
ISBN 13 : 3030223868
Total Pages : 178 pages
Book Rating : 4.0/5 (32 download)
Download or read book Bioimage Data Analysis Workflows written by Kota Miura and published by Springer Nature. This book was released on 2019-10-17 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Open Access textbook provides students and researchers in the life sciences with essential practical information on how to quantitatively analyze data images. It refrains from focusing on theory, and instead uses practical examples and step-by step protocols to familiarize readers with the most commonly used image processing and analysis platforms such as ImageJ, MatLab and Python. Besides gaining knowhow on algorithm usage, readers will learn how to create an analysis pipeline by scripting language; these skills are important in order to document reproducible image analysis workflows. The textbook is chiefly intended for advanced undergraduates in the life sciences and biomedicine without a theoretical background in data analysis, as well as for postdocs, staff scientists and faculty members who need to perform regular quantitative analyses of microscopy images.
Author : Donat P. Hader
Publisher : CRC Press
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.3/5 (91 download)
Download or read book Image Analysis in Biology written by Donat P. Hader and published by CRC Press. This book was released on 1992 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods of image analysis. Microscopy and ultramicroscopy. Movement analysis.
Author : Ann Wheeler
Publisher : John Wiley & Sons
ISBN 13 : 1119096901
Total Pages : 307 pages
Book Rating : 4.1/5 (19 download)
Download or read book Standard and Super-Resolution Bioimaging Data Analysis written by Ann Wheeler and published by John Wiley & Sons. This book was released on 2017-12-26 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to the art and science of bioimaging data acquisition, processing and analysis Standard and Super-Resolution Bioimaging Data Analysis gets newcomers to bioimage data analysis quickly up to speed on the mathematics, statistics, computing hardware and acquisition technologies required to correctly process and document data. The past quarter century has seen remarkable progress in the field of light microscopy for biomedical science, with new imaging technologies coming on the market at an almost annual basis. Most of the data generated by these systems is image-based, and there is a significant increase in the content and throughput of these imaging systems. This, in turn, has resulted in a shift in the literature on biomedical research from descriptive to highly-quantitative. Standard and Super-Resolution Bioimaging Data Analysis satisfies the demand among students and research scientists for introductory guides to the tools for parsing and processing image data. Extremely well illustrated and including numerous examples, it clearly and accessibly explains what image data is and how to process and document it, as well as the current resources and standards in the field. A comprehensive guide to the tools for parsing and processing image data and the resources and industry standards for the biological and biomedical sciences Takes a practical approach to image analysis to assist scientists in ensuring scientific data are robust and reliable Covers fundamental principles in such a way as to give beginners a sound scientific base upon which to build Ideally suited for advanced students having only limited knowledge of the mathematics, statistics and computing required for image data analysis An entry-level text written for students and practitioners in the bioscience community, Standard and Super-Resolution Bioimaging Data Analysis de-mythologises the vast array of image analysis modalities which have come online over the past decade while schooling beginners in bioimaging principles, mathematics, technologies and standards.
Author : Kota Miura
Publisher : Springer Nature
ISBN 13 : 3030763943
Total Pages : 218 pages
Book Rating : 4.0/5 (37 download)
Download or read book Bioimage Data Analysis Workflows ‒ Advanced Components and Methods written by Kota Miura and published by Springer Nature. This book was released on 2022-09-28 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access textbook aims at providing detailed explanations on how to design and construct image analysis workflows to successfully conduct bioimage analysis. Addressing the main challenges in image data analysis, where acquisition by powerful imaging devices results in very large amounts of collected image data, the book discusses techniques relying on batch and GPU programming, as well as on powerful deep learning-based algorithms. In addition, downstream data processing techniques are introduced, such as Python libraries for data organization, plotting, and visualizations. Finally, by studying the way individual unique ideas are implemented in the workflows, readers are carefully guided through how the parameters driving biological systems are revealed by analyzing image data. These studies include segmentation of plant tissue epidermis, analysis of the spatial pattern of the eye development in fruit flies, and the analysis of collective cell migration dynamics. The presented content extends the Bioimage Data Analysis Workflows textbook (Miura, Sladoje, 2020), published in this same series, with new contributions and advanced material, while preserving the well-appreciated pedagogical approach adopted and promoted during the training schools for bioimage analysis organized within NEUBIAS – the Network of European Bioimage Analysts. This textbook is intended for advanced students in various fields of the life sciences and biomedicine, as well as staff scientists and faculty members who conduct regular quantitative analyses of microscopy images.
Author : Winnok H. De Vos
Publisher : Springer
ISBN 13 : 3319285491
Total Pages : 272 pages
Book Rating : 4.3/5 (192 download)
Download or read book Focus on Bio-Image Informatics written by Winnok H. De Vos and published by Springer. This book was released on 2016-05-20 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of Advances Anatomy Embryology and Cell Biology focuses on the emerging field of bio-image informatics, presenting novel and exciting ways of handling and interpreting large image data sets. A collection of focused reviews written by key players in the field highlights the major directions and provides an excellent reference work for both young and experienced researchers.
Author : P. Michael Conn
Publisher : Academic Press
ISBN 13 : 012391857X
Total Pages : 574 pages
Book Rating : 4.1/5 (239 download)
Download or read book Imaging and Spectroscopic Analysis of Living Cells written by P. Michael Conn and published by Academic Press. This book was released on 2012-01-24 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of Methods in Enzymology is the first of three parts looking at current methodology for the imaging and spectroscopic analysis of live cells. The chapters provide hints and tricks not available in primary research publications. It is an invaluable resource for academics, researchers and students alike. Expert authors who are leaders in the field Extensively referenced and useful figures and tables Provides hints and tricks to facilitate reproduction of methods
Author : Elena Rebollo
Publisher : Humana
ISBN 13 : 9781493996858
Total Pages : 467 pages
Book Rating : 4.9/5 (968 download)
Download or read book Computer Optimized Microscopy written by Elena Rebollo and published by Humana. This book was released on 2019-08-21 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores open-source based image analysis techniques to provide a state-of-the-art collection of workflows covering current bioimage analysis problematics, including colocalization, particle counting, 3D structural analysis, ratio imaging and FRET quantification, particle tracking, high-content screening or machine learning. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and scripts, step-by-step, readily reproducible image analysis protocols, and tips on troubleshooting and avoiding known pitfalls. Comprehensive and cutting-edge, Computer Optimized Microscopy: Methods and Protocols is a valuable resource for both novice and experienced researchers who are interested in learning more about this developing field.
Author : Constantino Carlos Reyes-Aldasoro
Publisher : Springer
ISBN 13 : 3030239373
Total Pages : 192 pages
Book Rating : 4.0/5 (32 download)
Download or read book Digital Pathology written by Constantino Carlos Reyes-Aldasoro and published by Springer. This book was released on 2019-07-03 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th European Congress on Digital Pathology, ECDP 2019, held in Warwick, UK in April 2019. The 21 full papers presented in this volume were carefully reviewed and selected from 30 submissions. The congress theme will be Accelerating Clinical Deployment, with a focus on computational pathology and leveraging the power of big data and artificial intelligence to bridge the gaps between research, development, and clinical uptake.
Author : Jie Zhou
Publisher : World Scientific
ISBN 13 : 9811286140
Total Pages : 374 pages
Book Rating : 4.8/5 (112 download)
Download or read book Frontiers In Bioimage Informatics Methodology written by Jie Zhou and published by World Scientific. This book was released on 2024-03-19 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique compendium provides state-of-the-art computational methodology and applications in bioimage informatics. It covers cutting-edge technology developments in biological image analysis, where images come from new modalities and are often large scale, high throughput and high dimensional. The book reflects advances in intelligent algorithms for tasks such as biological image segmentation, reconstruction, and object tracking.Contributed by world renowned researchers, this useful reference text presents case studies that can potentially help readers find approaches and resources to address their imminent scientific problems.
Author : Rajagopal Vadivambal
Publisher : CRC Press
ISBN 13 : 1466593687
Total Pages : 399 pages
Book Rating : 4.4/5 (665 download)
Download or read book Bio-Imaging written by Rajagopal Vadivambal and published by CRC Press. This book was released on 2015-08-27 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: Highlights the Emergence of Image Processing in Food and AgricultureIn addition to uses specifically related to health and other industries, biological imaging is now being used for a variety of applications in food and agriculture. Bio-Imaging: Principles, Techniques, and Applications fully details and outlines the processes of bio-imaging applica
Author : Wong Stephen Tin Chi
Publisher : World Scientific Publishing Company
ISBN 13 : 9813106999
Total Pages : 400 pages
Book Rating : 4.8/5 (131 download)
Download or read book Computational Systems Bioinformatics - Methods And Biomedical Applications written by Wong Stephen Tin Chi and published by World Scientific Publishing Company. This book was released on 2008-01-02 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational systems biology is a new and rapidly developing field of research, concerned with understanding the structure and processes of biological systems at the molecular, cellular, tissue, and organ levels through computational modeling as well as novel information theoretic data and image analysis methods. By focusing on either information processing of biological data or on modeling physical and chemical processes of biosystems, and in combination with the recent breakthrough in deciphering the human genome, computational systems biology is guaranteed to play a central role in disease prediction and preventive medicine, gene technology and pharmaceuticals, and other biotechnology fields.This book begins by introducing the basic mathematical, statistical, and data mining principles of computational systems biology, and then presents bioinformatics technology in microarray and sequence analysis step-by-step. Offering an insightful look into the effectiveness of the systems approach in computational biology, it focuses on recurrent themes in bioinformatics, biomedical applications, and future directions for research.
Author : Nassir Navab
Publisher : Springer
ISBN 13 : 3319245740
Total Pages : 780 pages
Book Rating : 4.3/5 (192 download)
Download or read book Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 written by Nassir Navab and published by Springer. This book was released on 2015-09-28 with total page 780 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNCS 9349, 9350, and 9351 constitutes the refereed proceedings of the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, held in Munich, Germany, in October 2015. Based on rigorous peer reviews, the program committee carefully selected 263 revised papers from 810 submissions for presentation in three volumes. The papers have been organized in the following topical sections: quantitative image analysis I: segmentation and measurement; computer-aided diagnosis: machine learning; computer-aided diagnosis: automation; quantitative image analysis II: classification, detection, features, and morphology; advanced MRI: diffusion, fMRI, DCE; quantitative image analysis III: motion, deformation, development and degeneration; quantitative image analysis IV: microscopy, fluorescence and histological imagery; registration: method and advanced applications; reconstruction, image formation, advanced acquisition - computational imaging; modelling and simulation for diagnosis and interventional planning; computer-assisted and image-guided interventions.
Author : Sujata Dash
Publisher : John Wiley & Sons
ISBN 13 : 111971124X
Total Pages : 450 pages
Book Rating : 4.1/5 (197 download)
Download or read book Biomedical Data Mining for Information Retrieval written by Sujata Dash and published by John Wiley & Sons. This book was released on 2021-08-24 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: BIOMEDICAL DATA MINING FOR INFORMATION RETRIEVAL This book not only emphasizes traditional computational techniques, but discusses data mining, biomedical image processing, information retrieval with broad coverage of basic scientific applications. Biomedical Data Mining for Information Retrieval comprehensively covers the topic of mining biomedical text, images and visual features towards information retrieval. Biomedical and health informatics is an emerging field of research at the intersection of information science, computer science, and healthcare and brings tremendous opportunities and challenges due to easily available and abundant biomedical data for further analysis. The aim of healthcare informatics is to ensure the high-quality, efficient healthcare, better treatment and quality of life by analyzing biomedical and healthcare data including patient’s data, electronic health records (EHRs) and lifestyle. Previously, it was a common requirement to have a domain expert to develop a model for biomedical or healthcare; however, recent advancements in representation learning algorithms allows us to automatically to develop the model. Biomedical image mining, a novel research area, due to the vast amount of available biomedical images, increasingly generates and stores digitally. These images are mainly in the form of computed tomography (CT), X-ray, nuclear medicine imaging (PET, SPECT), magnetic resonance imaging (MRI) and ultrasound. Patients’ biomedical images can be digitized using data mining techniques and may help in answering several important and critical questions relating to healthcare. Image mining in medicine can help to uncover new relationships between data and reveal new useful information that can be helpful for doctors in treating their patients. Audience Researchers in various fields including computer science, medical informatics, healthcare IOT, artificial intelligence, machine learning, image processing, clinical big data analytics.
Author : Bhanu Chander
Publisher : CRC Press
ISBN 13 : 1003836275
Total Pages : 477 pages
Book Rating : 4.0/5 (38 download)
Download or read book Handbook of AI-Based Models in Healthcare and Medicine written by Bhanu Chander and published by CRC Press. This book was released on 2024-02-21 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides thorough, in-depth, and well-focused developments of artificial intelligence (AI), machine learning (ML), deep learning (DL), natural language processing (NLP), cryptography, and blockchain approaches, along with their applications focused on healthcare systems. Handbook of AI-Based Models in Healthcare and Medicine: Approaches, Theories, and Applications highlights different approaches, theories, and applications of intelligent systems from a practical as well as a theoretical view of the healthcare domain. It uses a medically oriented approach in its discussions of human biology, healthcare, and medicine and presents NLP-based medical reports and medicine enhancements. The handbook includes advanced models of ML and DL for the management of healthcare systems and also discusses blockchain-based healthcare management. In addition, the handbook offers use cases where AI, ML, and DL can help solve healthcare complications. Undergraduate and postgraduate students, academicians, researchers, and industry professionals who have an interest in understanding the applications of ML/DL in the healthcare setting will want this reference on their bookshelf.
Author : Dijendra N. Roy
Publisher : Academic Press
ISBN 13 : 0323884814
Total Pages : 384 pages
Book Rating : 4.3/5 (238 download)
Download or read book A Complete Guidebook on Biofilm Study written by Dijendra N. Roy and published by Academic Press. This book was released on 2022-06-22 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Complete Guidebook on Biofilm Study has emphasized the biofilm-related issues in the present context related to research and development. For this purpose, experimental design and relevant experimental protocols for the biofilm studies have been highlighted here. In addition to that, inhibitors from natural or synthetic sources against microbial biofilm development have been addressed. This approach has been further substantiated by bioinformatics as well as nanotechnology-based reports. Both, the image processing related to biofilm study and the characters of substratum associated with biofilm development have also been included for a better understanding of the beginners in this field. Further, how biofilm helps and/or hampers in food processing and waste management system, that discussion has been considered in this book. Similarly, human benefits from biofilm and reverse of it have also been included considering host-pathogen interaction, immunity aspects, and others. Carrying huge resources/information/ideas in a compiled manner for biofilm study/work Has highlighted how biofilm-related experiment has to be designed based on protocols This book has focused majorly about biofilm-related gene regulation along with the development of different inhibitors for therapeutic aspects. This paradigm has been further discussed based on the nanotechnology and bioinformatics approach Biofilm studies related to waste management, food processing, and image processing, which are newly upcoming have been emphasized in this book
Author : Mark C. Leake
Publisher : Springer Nature
ISBN 13 : 1071622218
Total Pages : 332 pages
Book Rating : 4.0/5 (716 download)
Download or read book Chromosome Architecture written by Mark C. Leake and published by Springer Nature. This book was released on 2022-05-30 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This detailed new edition collects cutting-edge laboratory protocols, techniques, and applications in use by some of the leading international experts in the broad field of chromosome architecture. The book emphasizes the increasing physiological relevance of chromosome architecture investigation, manifest both through application of more complex bottom-up assays in vitro as well as through maintaining the native physiological context through the investigation of living, functional cells. In addition, the chapters reflect the dramatic improvement in the length scale of precision by utilizing single-molecule approaches, both for imaging the DNA content of chromosome and proteins that bind to DNA as well as using methods that can controllably manipulate single DNA molecules, and the use of advanced computational methods and mathematical analysis is also featured. Written for the highly successful Methods in Molecular Biology series, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and up-to-date, Chromosome Architecture: Methods and Protocols, Second Edition is an ideal guide for researchers working in this dynamic area of study.
