Natural User Interfaces In Medical Image Analysis

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Natural User Interfaces in Medical Image Analysis

Marek R. Ogiela,Tomasz Hachaj
Natural User Interfaces in Medical Image Analysis Book PDF

Author : Marek R. Ogiela,Tomasz Hachaj
Publisher : Springer
Page : 296 pages
File Size : 49,9 Mb
Release : 2014-06-07
Category : Computers
ISBN : 9783319078007

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Natural User Interfaces in Medical Image Analysis by Marek R. Ogiela,Tomasz Hachaj Pdf

This unique text/reference highlights a selection of practical applications of advanced image analysis methods for medical images. The book covers the complete methodology for processing, analysing and interpreting diagnostic results of sample CT images. The text also presents significant problems related to new approaches and paradigms in image understanding and semantic image analysis. To further engage the reader, example source code is provided for the implemented algorithms in the described solutions. Features: describes the most important methods and algorithms used for image analysis; examines the fundamentals of cognitive computer image analysis for computer-aided diagnosis and semantic image description; presents original approaches for the semantic analysis of CT perfusion and CT angiography images of the brain and carotid artery; discusses techniques for creating 3D visualisations of large datasets; reviews natural user interfaces in medical imaging systems, including GDL technology.

Human-Computer Interaction – INTERACT 2023

José Abdelnour Nocera,Marta Kristín Lárusdóttir,Helen Petrie,Antonio Piccinno,Marco Winckler
Human Computer Interaction INTERACT 2023 Book PDF

Author : José Abdelnour Nocera,Marta Kristín Lárusdóttir,Helen Petrie,Antonio Piccinno,Marco Winckler
Publisher : Springer Nature
Page : 665 pages
File Size : 50,8 Mb
Release : 2023-09-25
Category : Computers
ISBN : 9783031422836

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Human-Computer Interaction – INTERACT 2023 by José Abdelnour Nocera,Marta Kristín Lárusdóttir,Helen Petrie,Antonio Piccinno,Marco Winckler Pdf

The four-volume set LNCS 14442 -14445 constitutes the proceedings of the 19th IFIP TC 13 International Conference on Human-Computer Interaction, INTERACT 2023, held in York, UK, in August/September 2023. The 71 full papers and 58 short papers included in this book were carefully reviewed and selected from 406 submissions. They were organized in topical sections as follows: 3D Interaction; Accessibility; Accessibility and Aging; Accessibility for Auditory/Hearing Disabilities; Co-Design; Cybersecurity and Trust; Data Physicalisation and Cross-device; Eye-Free, Gesture Interaction and Sign Language; Haptic interaction and Healthcare applications; Self-Monitoring; Human-Robot Interaction; Information Visualization; Information Visualization and 3D Interaction; Interacting with Children; Interaction with Conversational Agents; Methodologies for HCI; Model-Based UI Design and Testing; Montion Sickness, Stress and Risk perception in 3D Environments and Multisensory interaction; VR experiences; Natural Language Processing and AI Explainability; Online Collaboration and Cooperative work; Recommendation Systems and AI Explainability; Social AI; Social and Ubiquitous Computing; Social Media and Digital Learning; Understanding Users and Privacy Issues; User movement and 3D Environments; User Self-Report; User Studies; User Studies, Eye-Tracking, and Physiological Data; Virtual Reality; Virtual Reality and Training; Courses; Industrial Experiences; Interactive Demonstrations; Keynotes; Panels; Posters; and Workshops.

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018

Alejandro F. Frangi,Julia A. Schnabel,Christos Davatzikos,Carlos Alberola-López,Gabor Fichtinger
Medical Image Computing and Computer Assisted Intervention MICCAI 2018 Book PDF

Author : Alejandro F. Frangi,Julia A. Schnabel,Christos Davatzikos,Carlos Alberola-López,Gabor Fichtinger
Publisher : Springer
Page : 770 pages
File Size : 55,5 Mb
Release : 2018-09-13
Category : Computers
ISBN : 9783030009373

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Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 by Alejandro F. Frangi,Julia A. Schnabel,Christos Davatzikos,Carlos Alberola-López,Gabor Fichtinger Pdf

The four-volume set LNCS 11070, 11071, 11072, and 11073 constitutes the refereed proceedings of the 21st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018, held in Granada, Spain, in September 2018. The 373 revised full papers presented were carefully reviewed and selected from 1068 submissions in a double-blind review process. The papers have been organized in the following topical sections: Part I: Image Quality and Artefacts; Image Reconstruction Methods; Machine Learning in Medical Imaging; Statistical Analysis for Medical Imaging; Image Registration Methods. Part II: Optical and Histology Applications: Optical Imaging Applications; Histology Applications; Microscopy Applications; Optical Coherence Tomography and Other Optical Imaging Applications. Cardiac, Chest and Abdominal Applications: Cardiac Imaging Applications: Colorectal, Kidney and Liver Imaging Applications; Lung Imaging Applications; Breast Imaging Applications; Other Abdominal Applications. Part III: Diffusion Tensor Imaging and Functional MRI: Diffusion Tensor Imaging; Diffusion Weighted Imaging; Functional MRI; Human Connectome. Neuroimaging and Brain Segmentation Methods: Neuroimaging; Brain Segmentation Methods. Part IV: Computer Assisted Intervention: Image Guided Interventions and Surgery; Surgical Planning, Simulation and Work Flow Analysis; Visualization and Augmented Reality. Image Segmentation Methods: General Image Segmentation Methods, Measures and Applications; Multi-Organ Segmentation; Abdominal Segmentation Methods; Cardiac Segmentation Methods; Chest, Lung and Spine Segmentation; Other Segmentation Applications.

Image Processing and Communications Challenges 9

Michał Choraś,Ryszard S. Choraś
Image Processing and Communications Challenges 9 Book PDF

Author : Michał Choraś,Ryszard S. Choraś
Publisher : Springer
Page : 200 pages
File Size : 52,9 Mb
Release : 2017-09-27
Category : Technology & Engineering
ISBN : 9783319687209

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Image Processing and Communications Challenges 9 by Michał Choraś,Ryszard S. Choraś Pdf

Presenting a series of research papers on image processing and communications, this book not only provides a summary of currently available technologies but also outlines potential future solutions in these areas. Gathering the proceedings of the 9th International Conference on Image Processing and Communications (IP&C 2017), held in Bydgoszcz, Poland, on September 13–14, 2017, the book is divided into three parts. Part I addresses image processing, offering a comprehensive survey of different methods of image processing and discussing computer vision. In turn, Part II presents novel works in algorithms and methods and showcases formal and practical advances. Lastly, Part III examines networks, communications and a diverse range of applications.

Intelligent Systems in Big Data, Semantic Web and Machine Learning

Noreddine Gherabi,Janusz Kacprzyk
Intelligent Systems in Big Data Semantic Web and Machine Learning Book PDF

Author : Noreddine Gherabi,Janusz Kacprzyk
Publisher : Springer Nature
Page : 315 pages
File Size : 55,7 Mb
Release : 2021-05-28
Category : Computers
ISBN : 9783030725884

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Intelligent Systems in Big Data, Semantic Web and Machine Learning by Noreddine Gherabi,Janusz Kacprzyk Pdf

This book describes important methodologies, tools and techniques from the fields of artificial intelligence, basically those which are based on relevant conceptual and formal development. The coverage is wide, ranging from machine learning to the use of data on the Semantic Web, with many new topics. The contributions are concerned with machine learning, big data, data processing in medicine, similarity processing in ontologies, semantic image analysis, as well as many applications including the use of machine leaning techniques for cloud security, artificial intelligence techniques for detecting COVID-19, the Internet of things, etc. The book is meant to be a very important and useful source of information for researchers and doctoral students in data analysis, Semantic Web, big data, machine learning, computer engineering and related disciplines, as well as for postgraduate students who want to integrate the doctoral cycle.

Research Anthology on Diagnosing and Treating Neurocognitive Disorders

Management Association, Information Resources
Research Anthology on Diagnosing and Treating Neurocognitive Disorders Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 671 pages
File Size : 48,6 Mb
Release : 2020-08-30
Category : Medical
ISBN : 9781799834427

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Research Anthology on Diagnosing and Treating Neurocognitive Disorders by Management Association, Information Resources Pdf

Cognitive impairment, through Alzheimer’s disease or other related forms of dementia, is a serious concern for afflicted individuals and their caregivers. Understanding patients’ mental states and combatting social stigmas are important considerations in caring for cognitively impaired individuals. Technology is playing an increasing role in the lives of the elderly. One of the most prevalent developments for the aging population is the use of technological innovations for intervention and treatment of individuals with mental impairments. Research Anthology on Diagnosing and Treating Neurocognitive Disorders examines the treatment, diagnosis, prevention, and therapeutic and technological interventions of neurodegenerative disorders. It also describes programs and strategies that professional and family caregivers can implement to engage and improve the quality of life of persons suffering from cognitive impairment. Highlighting a range of topics such as dementia, subjective wellbeing, and cognitive decline, this publication is an ideal reference source for speech pathologists, social workers, occupational therapists, psychologists, psychiatrists, neurologists, pediatricians, researchers, clinicians, and academicians seeking coverage on neurocognitive disorder identification and strategies for clinician support and therapies.

Handbook of Research on Emerging Perspectives on Healthcare Information Systems and Informatics

Tan, Joseph
Handbook of Research on Emerging Perspectives on Healthcare Information Systems and Informatics Book PDF

Author : Tan, Joseph
Publisher : IGI Global
Page : 641 pages
File Size : 42,8 Mb
Release : 2018-05-11
Category : Medical
ISBN : 9781522554615

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Handbook of Research on Emerging Perspectives on Healthcare Information Systems and Informatics by Tan, Joseph Pdf

Over the decades, the fields of health information systems and informatics have seen rapid growth. Such integrative efforts within the two disciplines have resulted in emerging innovations within the realm of medicine and healthcare. The Handbook of Research on Emerging Perspectives on Healthcare Information Systems and Informatics provides emerging research on the innovative practices of information systems and informatic software in providing efficient, safe, and impactful healthcare systems. While highlighting topics such as conceptual modeling, surveillance data, and decision support systems, this handbook explores the applications and advancements in technological adoption and application of information technology in health institutions. This publication is a vital resource for hospital administrators, healthcare professionals, researchers, and practitioners seeking current research on health information systems in the digital era.

Medical Imaging: Concepts, Methodologies, Tools, and Applications

Management Association, Information Resources
Medical Imaging Concepts Methodologies Tools and Applications Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2081 pages
File Size : 47,8 Mb
Release : 2016-07-18
Category : Medical
ISBN : 9781522505723

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Medical Imaging: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Medical imaging has transformed the ways in which various conditions, injuries, and diseases are identified, monitored, and treated. As various types of digital visual representations continue to advance and improve, new opportunities for their use in medical practice will likewise evolve. Medical Imaging: Concepts, Methodologies, Tools, and Applications presents a compendium of research on digital imaging technologies in a variety of healthcare settings. This multi-volume work contains practical examples of implementation, emerging trends, case studies, and technological innovations essential for using imaging technologies for making medical decisions. This comprehensive publication is an essential resource for medical practitioners, digital imaging technologists, researchers, and medical students.

New Trends in Image Analysis and Processing, ICIAP 2013 Workshops

Alfredo Petrosino,Lucia Maddalena,Pietro Pala,Virginio Cantoni,Michele Ceccarelli,Robert F. Murphy,Alberto Del Bimbo,Maja Pantic,Costantino Grana,Johan Oomen,Giuseppe Serra,Marco Leo,Danilo P. Mandic,Giuseppe Pirlo,Michael Fairhurst,Donato Impedovo
New Trends in Image Analysis and Processing ICIAP 2013 Workshops Book PDF

Author : Alfredo Petrosino,Lucia Maddalena,Pietro Pala,Virginio Cantoni,Michele Ceccarelli,Robert F. Murphy,Alberto Del Bimbo,Maja Pantic,Costantino Grana,Johan Oomen,Giuseppe Serra,Marco Leo,Danilo P. Mandic,Giuseppe Pirlo,Michael Fairhurst,Donato Impedovo
Publisher : Springer
Page : 584 pages
File Size : 45,9 Mb
Release : 2013-09-03
Category : Computers
ISBN : 9783642411908

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New Trends in Image Analysis and Processing, ICIAP 2013 Workshops by Alfredo Petrosino,Lucia Maddalena,Pietro Pala,Virginio Cantoni,Michele Ceccarelli,Robert F. Murphy,Alberto Del Bimbo,Maja Pantic,Costantino Grana,Johan Oomen,Giuseppe Serra,Marco Leo,Danilo P. Mandic,Giuseppe Pirlo,Michael Fairhurst,Donato Impedovo Pdf

This book constitutes the refereed proceedings of the workshops held with the 17th International Conference on Image Analysis and Processing, ICIAP 2013, held in Naples, Italy, in September 2013. The proceedings include papers from the five individual workshops focusing on topics of interest to the pattern recognition, image analysis, and computer vision communities, exploring emergent research directions or spotlight cross-disciplinary links with related fields and / or application areas.

Classification and Clustering in Biomedical Signal Processing

Dey, Nilanjan
Classification and Clustering in Biomedical Signal Processing Book PDF

Author : Dey, Nilanjan
Publisher : IGI Global
Page : 463 pages
File Size : 40,5 Mb
Release : 2016-04-07
Category : Technology & Engineering
ISBN : 9781522501411

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Classification and Clustering in Biomedical Signal Processing by Dey, Nilanjan Pdf

Advanced techniques in image processing have led to many innovations supporting the medical field, especially in the area of disease diagnosis. Biomedical imaging is an essential part of early disease detection and often considered a first step in the proper management of medical pathological conditions. Classification and Clustering in Biomedical Signal Processing focuses on existing and proposed methods for medical imaging, signal processing, and analysis for the purposes of diagnosing and monitoring patient conditions. Featuring the most recent empirical research findings in the areas of signal processing for biomedical applications with an emphasis on classification and clustering techniques, this essential publication is designed for use by medical professionals, IT developers, and advanced-level graduate students.

Perspectives in Shape Analysis

Michael Breuß,Alfred Bruckstein,Petros Maragos,Stefanie Wuhrer
Perspectives in Shape Analysis Book PDF

Author : Michael Breuß,Alfred Bruckstein,Petros Maragos,Stefanie Wuhrer
Publisher : Springer
Page : 370 pages
File Size : 41,6 Mb
Release : 2016-09-30
Category : Mathematics
ISBN : 9783319247267

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Perspectives in Shape Analysis by Michael Breuß,Alfred Bruckstein,Petros Maragos,Stefanie Wuhrer Pdf

This book presents recent advances in the field of shape analysis. Written by experts in the fields of continuous-scale shape analysis, discrete shape analysis and sparsity, and numerical computing who hail from different communities, it provides a unique view of the topic from a broad range of perspectives. Over the last decade, it has become increasingly affordable to digitize shape information at high resolution. Yet analyzing and processing this data remains challenging because of the large amount of data involved, and because modern applications such as human-computer interaction require real-time processing. Meeting these challenges requires interdisciplinary approaches that combine concepts from a variety of research areas, including numerical computing, differential geometry, deformable shape modeling, sparse data representation, and machine learning. On the algorithmic side, many shape analysis tasks are modeled using partial differential equations, which can be solved using tools from the field of numerical computing. The fields of differential geometry and deformable shape modeling have recently begun to influence shape analysis methods. Furthermore, tools from the field of sparse representations, which aim to describe input data using a compressible representation with respect to a set of carefully selected basic elements, have the potential to significantly reduce the amount of data that needs to be processed in shape analysis tasks. The related field of machine learning offers similar potential. The goal of the Dagstuhl Seminar on New Perspectives in Shape Analysis held in February 2014 was to address these challenges with the help of the latest tools related to geometric, algorithmic and numerical concepts and to bring together researchers at the forefront of shape analysis who can work together to identify open problems and novel solutions. The book resulting from this seminar will appeal to researchers in the field of shape analysis, image and vision, from those who want to become more familiar with the field, to experts interested in learning about the latest advances.​

Biomechanical Principles and Applications in Sports

Jani Macari Pallis,Jill L. McNitt-Gray,George K. Hung
Biomechanical Principles and Applications in Sports Book PDF

Author : Jani Macari Pallis,Jill L. McNitt-Gray,George K. Hung
Publisher : Springer Nature
Page : 321 pages
File Size : 41,6 Mb
Release : 2019-09-11
Category : Sports & Recreation
ISBN : 9783030134679

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Biomechanical Principles and Applications in Sports by Jani Macari Pallis,Jill L. McNitt-Gray,George K. Hung Pdf

This book provides an overview of biomedical applications in sports, including reviews of the current state-of-the art methodologies and research areas. Basic principles with specific case studies from different types of sports as well as suggested student activities and homework problems are included. Equipment design and manufacturing, quantitative evaluation methods, and sports medicine are given special focus. Biomechanical Principles and Applications in Sports can be used as a textbook in a sports technology or sports engineering program, and is also ideal for graduate students and researchers in biomedical engineering, physics, and sports physiology. It can also serve as a useful reference for professional athletes and coaches interested in gaining a deeper understanding of biomechanics and exercise physiology to improve athletic performance.

13th International Conference on Biomedical Engineering

Chwee Teck Lim,James Goh Cho Hong
13th International Conference on Biomedical Engineering Book PDF

Author : Chwee Teck Lim,James Goh Cho Hong
Publisher : Springer Science & Business Media
Page : 2355 pages
File Size : 46,5 Mb
Release : 2009-03-15
Category : Technology & Engineering
ISBN : 9783540928416

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13th International Conference on Biomedical Engineering by Chwee Teck Lim,James Goh Cho Hong Pdf

th On behalf of the organizing committee of the 13 International Conference on Biomedical Engineering, I extend our w- mest welcome to you. This series of conference began in 1983 and is jointly organized by the YLL School of Medicine and Faculty of Engineering of the National University of Singapore and the Biomedical Engineering Society (Singapore). First of all, I want to thank Mr Lim Chuan Poh, Chairman A*STAR who kindly agreed to be our Guest of Honour to give th the Opening Address amidst his busy schedule. I am delighted to report that the 13 ICBME has more than 600 participants from 40 countries. We have received very high quality papers and inevitably we had to turndown some papers. We have invited very prominent speakers and each one is an authority in their field of expertise. I am grateful to each one of them for setting aside their valuable time to participate in this conference. For the first time, the Biomedical Engineering Society (USA) will be sponsoring two symposia, ie “Drug Delivery S- tems” and “Systems Biology and Computational Bioengineering”. I am thankful to Prof Tom Skalak for his leadership in this initiative. I would also like to acknowledge the contribution of Prof Takami Yamaguchi for organizing the NUS-Tohoku’s Global COE workshop within this conference. Thanks also to Prof Fritz Bodem for organizing the symposium, “Space Flight Bioengineering”. This year’s conference proceedings will be published by Springer as an IFMBE Proceedings Series.

Multimodal User Interfaces

Dimitros Tzovaras
Multimodal User Interfaces Book PDF

Author : Dimitros Tzovaras
Publisher : Springer Science & Business Media
Page : 321 pages
File Size : 45,5 Mb
Release : 2008-02-27
Category : Technology & Engineering
ISBN : 9783540783459

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Multimodal User Interfaces by Dimitros Tzovaras Pdf

tionship indicates how multimodal medical image processing can be unified to a large extent, e. g. multi-channel segmentation and image registration, and extend information theoretic registration to other features than image intensities. The framework is not at all restricted to medical images though and this is illustrated by applying it to multimedia sequences as well. In Chapter 4, the main results from the developments in plastic UIs and mul- modal UIs are brought together using a theoretic and conceptual perspective as a unifying approach. It is aimed at defining models useful to support UI plasticity by relying on multimodality, at introducing and discussing basic principles that can drive the development of such UIs, and at describing some techniques as proof-of-concept of the aforementioned models and principles. In Chapter 4, the authors introduce running examples that serve as illustration throughout the d- cussion of the use of multimodality to support plasticity.

Introduction to Computational Health Informatics

Arvind Kumar Bansal,Javed Iqbal Khan,S. Kaisar Alam
Introduction to Computational Health Informatics Book PDF

Author : Arvind Kumar Bansal,Javed Iqbal Khan,S. Kaisar Alam
Publisher : CRC Press
Page : 664 pages
File Size : 49,7 Mb
Release : 2020-01-08
Category : Medical
ISBN : 9781000761597

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Introduction to Computational Health Informatics by Arvind Kumar Bansal,Javed Iqbal Khan,S. Kaisar Alam Pdf

This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clinical perspectives. This book prepares computer science students for careers in computational health informatics and medical data analysis. Features Integrates computer science and clinical perspectives Describes various statistical and artificial intelligence techniques, including machine learning techniques such as clustering of temporal data, regression analysis, neural networks, HMM, decision trees, SVM, and data mining, all of which are techniques used widely used in health-data analysis Describes computational techniques such as multidimensional and multimedia data representation and retrieval, ontology, patient-data deidentification, temporal data analysis, heterogeneous databases, medical image analysis and transmission, biosignal analysis, pervasive healthcare, automated text-analysis, health-vocabulary knowledgebases and medical information-exchange Includes bioinformatics and pharmacokinetics techniques and their applications to vaccine and drug development