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Multifocal Intraocular Lenses: The Art and the Practice (Essentials in Ophthalmology)
by Jorge L. Alió Joseph PikkelThis comprehensive 2nd edition will build on the highly successful first edition, providing an updated global perspective of the fundamentals of multifocal intraocular lenses. The varying outcomes, limitations, and the neuroadaptation process necessary for an adequate clinical success are thoroughly discussed, along with an overview of the different types of multifocal lenses, including the recently developed extended depth of focus lenses.Multifocal Intraocular Lenses: The Art and the Practice, 2nd edition opens with an introduction that will delve into current technological offerings for the correction of pseudophakic presbyopia, as well as the opportunity for refractive lens exchange in advanced presbyopic ages and the opportunity to use these lenses. The first section will include the historical background and clinical indications, while section two addresses the varying types and models of lenses currently available, including important clinical and technological highlights. Section three and four will follow, and provide an extended look at the Zeiss and Alcon Family Multifocal IOL’s. Section five will delve into extended depth of field lenses, and will contain an introduction about the concept, different models and the evidence available about their outcomes. Section six concludes the book, closely examining accommodative intraocular lenses, and a full update will be provided on these lenses, the failures of the past and the hopes for the future. Multifocal Intraocular Lenses: The Art and the Practice, 2nd edition is a thorough, resource for the practical ophthalmologist and ophthalmic surgeon interested in learning more about intraocular lenses, identifying the best technologies and lenses for the benefit of their patients.
Multifractals and Chronic Diseases of the Central Nervous System
by Dipak Ghosh Shukla Samanta Sayantan ChakrabortyThis book primarily focuses on the study of various neurological disorders, including Parkinson’s (PD), Huntington (HD), Epilepsy, Alzheimer’s and Motor Neuron Diseases (MND) from a new perspective by analyzing the physiological signals associated with them using non-linear dynamics. The development of nonlinear methods has significantly helped to study complex nonlinear systems in detail by providing accurate and reliable information. The book provides a brief introduction to the central nervous system and its various disorders, their effects on health and quality of life, and their respective courses of treatment, followed by different bioelectrical signals like those detected by Electroencephalography (EEG), Electrocardiography (ECG), and Electromyography (EMG). In turn, the book discusses a range of nonlinear techniques, fractals, multifractals, and Higuchi’s Fractal Dimension (HFD), with mathematical examples and procedures. A review of studies conducted to date on neurological disorders like epilepsy, dementia, Parkinson’s, Huntington, Alzheimer’s, and Motor Neuron Diseases, which incorporate linear and nonlinear techniques, is also provided. The book subsequently presents new findings on neurological disorders of the central nervous system, namely Parkinson’s disease and Huntington’s disease, by analyzing their gait characteristics using a nonlinear fractal based technique: Multifractal Detrended Fluctuation Analysis (MFDFA). In closing, the book elaborates on several parameters that can be obtained from cross-correlation studies of ECG and blood pressure, and can be used as markers for neurological disorders.
Multifunctional And Targeted Theranostic Nanomedicines: Formulation, Design And Applications
by Keerti Jain N. K. JainThis book discusses approaches based on multifunctional and targeted theranostic nanomedicines for improving diagnosis and drug delivery. It explores nanomedicines based on nanocarriers like liposomes, ethosomes, niosomes, polymeric nanoparticles, lipidic nanoparticles, metallic nanoparticles, micelles, dendrimers, quantum dots, carbon-based nanomaterials including carbon nanotubes, carbon dots, carbon quantum dots, graphene oxide, and fullerene. This book reviews designing, conjugation, optimization, formulation and development, and scale-up of multifunctional and targeted theranostic nanomedicines. It examines major challenges in developing nanomaterials that can be applied to nanomedicine with high biocompatibility and biodegradability for diagnostic and therapeutic purposes. Lastly, it addresses the most promising approaches at both commercialization and regulatory steps for bringing theranostic nanomedicine from research laboratories to clinics for patient use.
Multifunctional Cosmetics
by Randy Schueller Perry RomanowskiConsiders groundbreaking developments in cosmeceuticals and the two-in-one shampoo! Multifunctional Cosmetics examines the execution details one should consider when creating multifunctional products shows how to design tests to support claims considers the role of packaging in multifunctional products explores products designed to deliver, enhance
Multifunctional Gold Nanostars for Cancer Theranostics (Springer Theses)
by Yang LiuThis thesis presents the development of theranostic gold nanostars (GNS) for multimodality cancer imaging and therapy. Furthermore, it demonstrates that a novel two-pronged treatment, combining immune-checkpoint inhibition and GNS-mediated photothermal nanotherapy, can not only eradicate primary treated tumors but also trigger immune responses to treat distant untreated tumors in a mouse animal model. Cancer has become a significant threat to human health with more than eight million deaths each year, and novel methods for cancer management to improve patients’ overall survival are urgently needed. The developed multifunctional GNS nanoprobe with tip-enhanced plasmonics in the near-infrared region can be combined with (1) surface-enhanced Raman spectroscopy (SERS), (2) two-photon photoluminescence (TPL), (3) X-ray computed tomography (CT), (4) magnetic resonance imaging (MRI), (5) positron emission tomography (PET), and (6) photothermal therapy (PTT) for cancer imaging and treatment. The ability of the GNS nanoprobe to detect submillimeter intracranial brain tumors was demonstrated using PET scan – a superior non-invasive imaging modality – in a mouse animal model. In addition, delayed rechallenge with repeated cancer cell injection in cured mice did not lead to new tumor formation, indicating generation of a memorized immune response to cancer. The biocompatible gold nanostars with superior capabilities for cancer imaging and treatment have great potential for translational medicine applications.
Multifunctional Nanoparticles for Drug Delivery Applications: Imaging, Targeting, and Delivery (Nanostructure Science and Technology)
by Sonke Svenson and Robert K. Prud'hommeThis book clearly demonstrates the progression of nanoparticle therapeutics from basic research to applications. This book, unlike others covering nanoparticles used in medical applications, presents the medical challenges that can be reduced or even overcome by recent advances in nanoscale drug delivery. Each chapter highlights recent progress in the design and engineering of select multifunctional nanoparticles with topics covering targeting, imaging, delivery, diagnostics, and therapy.
Multifunctional Nanoprobes: From Design Validation to Biomedical Applications (Springer Theses)
by Yanlan LiuThis thesis mainly focuses on the design and synthesis of novel multifunctional nanoprobes, investigating their feasibility for applications involving sensing, molecular imaging, and the simultaneous diagnosis and therapy of cancer. Above all, it discusses the development of innovative nanomaterials to address the issues limiting the effectiveness of currently available nanoprobes such as the synthesis shortcoming and poor performance in sensing, imaging and therapeutic applications. One of the strengths of this thesis is its integration of knowledge from chemistry, materials science and biomedicine. Further, it presents the theoretical fundamentals in the design of nanoprobes, which can offer guidance for future studies on the development of novel multifunctional nanomaterials with significantly enhanced performance.
Multifunctional Pharmaceutical Nanocarriers (Fundamental Biomedical Technologies #4)
by Vladimir TorchilinMultikulturelle Teams in der Altenpflege: Eine qualitative Studie
by Maya StaggeMaya Stagge beschäftigt sich im Rahmen einer qualitativen Querschnittsstudie damit, welchen Einfluss die kulturelle Pluralität in Teams der Altenpflege auf das Teamgeschehen, die Zusammenarbeit und die Pflegequalität hat. Die Autorin setzt sich aus verschiedenen Blickwinkeln mit den Auswirkungen der demografischen Entwicklung, nationalen und internationalen Migrationsbewegungen sowie dem Berufsfeld Altenpflege auseinander. Mit Hilfe einer Datenbankrecherche zu multikulturellen Teams in der Pflege exploriert sie die Mikroebene. Anhand der Analyse von Leitfadeninterviews mit 34 Pflegekräften identifiziert die Autorin u.a. zwei Strategien zur Entkulturalisierung des Teamgeschehens, derer sich die Teams bedienen, um den Arbeitsalltag bewältigen zu können.
Multilevel Analysis of Individuals and Cultures
by Fons J.R. van de Vijver Dianne A. Van Hemert Ype H. PoortingaIn this book, top specialists address theoretical, methodological, and empirical multilevel models as they relate to the analysis of individual and cultural data. Divided into four parts, the book opens with the basic conceptual and theoretical issues in multilevel research, including the fallacies of such research. Part II describes the methodological aspects of multilevel research, including data-analytic and structural equation modeling techniques. Applications and models from various research areas including control, values, organizational behavior, social beliefs, well-being, personality, response styles, school performance, family, and acculturation, are explored in Part III. This section also deals with validity issues in aggregation models. The book concludes with an overview of the kinds of questions addressed in multilevel models and highlights the theoretical and methodological issues yet to be explored. This book is intended for researchers and advanced students in psychology, sociology, social work, marriage and family therapy, public health, anthropology, education, economics, political science, and cultural and ethnic studies who study the relationship between behavior and culture.
Multilevel Analysis of Individuals and Cultures
by Fons J.R. van de Vijver Dianne A. Van Hemert Ype H. PoortingaIn this book, top specialists address theoretical, methodological, and empirical multilevel models as they relate to the analysis of individual and cultural data. Divided into four parts, the book opens with the basic conceptual and theoretical issues in multilevel research, including the fallacies of such research. Part II describes the methodological aspects of multilevel research, including data-analytic and structural equation modeling techniques. Applications and models from various research areas including control, values, organizational behavior, social beliefs, well-being, personality, response styles, school performance, family, and acculturation, are explored in Part III. This section also deals with validity issues in aggregation models. The book concludes with an overview of the kinds of questions addressed in multilevel models and highlights the theoretical and methodological issues yet to be explored. This book is intended for researchers and advanced students in psychology, sociology, social work, marriage and family therapy, public health, anthropology, education, economics, political science, and cultural and ethnic studies who study the relationship between behavior and culture.
Multilevel Modeling of Categorical Outcomes Using IBM SPSS (Quantitative Methodology Series)
by Ronald H Heck Scott Thomas Lynn TabataThis is the first workbook that introduces the multilevel approach to modeling with categorical outcomes using IBM SPSS Version 20. Readers learn how to develop, estimate, and interpret multilevel models with categorical outcomes. The authors walk readers through data management, diagnostic tools, model conceptualization, and model specification issues related to single-level and multilevel models with categorical outcomes. Screen shots clearly demonstrate techniques and navigation of the program. Modeling syntax is provided in the appendix. Examples of various types of categorical outcomes demonstrate how to set up each model and interpret the output. Extended examples illustrate the logic of model development, interpretation of output, the context of the research questions, and the steps around which the analyses are structured. Readers can replicate examples in each chapter by using the corresponding data and syntax files available at www.psypress.com/9781848729568. The book opens with a review of multilevel with categorical outcomes, followed by a chapter on IBM SPSS data management techniques to facilitate working with multilevel and longitudinal data sets. Chapters 3 and 4 detail the basics of the single-level and multilevel generalized linear model for various types of categorical outcomes. These chapters review underlying concepts to assist with trouble-shooting common programming and modeling problems. Next population-average and unit-specific longitudinal models for investigating individual or organizational developmental processes are developed. Chapter 6 focuses on single- and multilevel models using multinomial and ordinal data followed by a chapter on models for count data. The book concludes with additional trouble shooting techniques and tips for expanding on the modeling techniques introduced. Ideal as a supplement for graduate level courses and/or professional workshops on multilevel, longitudinal, latent variable modeling, multivariate statistics, and/or advanced quantitative techniques taught in psychology, business, education, health, and sociology, this practical workbook also appeals to researchers in these fields. An excellent follow up to the authors’ highly successful Multilevel and Longitudinal Modeling with IBM SPSS and Introduction to Multilevel Modeling Techniques, 2nd Edition, this book can also be used with any multilevel and/or longitudinal book or as a stand-alone text introducing multilevel modeling with categorical outcomes.
Multilevel Modeling of Categorical Outcomes Using IBM SPSS (Quantitative Methodology Series)
by Ronald H Heck Scott Thomas Lynn TabataThis is the first workbook that introduces the multilevel approach to modeling with categorical outcomes using IBM SPSS Version 20. Readers learn how to develop, estimate, and interpret multilevel models with categorical outcomes. The authors walk readers through data management, diagnostic tools, model conceptualization, and model specification issues related to single-level and multilevel models with categorical outcomes. Screen shots clearly demonstrate techniques and navigation of the program. Modeling syntax is provided in the appendix. Examples of various types of categorical outcomes demonstrate how to set up each model and interpret the output. Extended examples illustrate the logic of model development, interpretation of output, the context of the research questions, and the steps around which the analyses are structured. Readers can replicate examples in each chapter by using the corresponding data and syntax files available at www.psypress.com/9781848729568. The book opens with a review of multilevel with categorical outcomes, followed by a chapter on IBM SPSS data management techniques to facilitate working with multilevel and longitudinal data sets. Chapters 3 and 4 detail the basics of the single-level and multilevel generalized linear model for various types of categorical outcomes. These chapters review underlying concepts to assist with trouble-shooting common programming and modeling problems. Next population-average and unit-specific longitudinal models for investigating individual or organizational developmental processes are developed. Chapter 6 focuses on single- and multilevel models using multinomial and ordinal data followed by a chapter on models for count data. The book concludes with additional trouble shooting techniques and tips for expanding on the modeling techniques introduced. Ideal as a supplement for graduate level courses and/or professional workshops on multilevel, longitudinal, latent variable modeling, multivariate statistics, and/or advanced quantitative techniques taught in psychology, business, education, health, and sociology, this practical workbook also appeals to researchers in these fields. An excellent follow up to the authors’ highly successful Multilevel and Longitudinal Modeling with IBM SPSS and Introduction to Multilevel Modeling Techniques, 2nd Edition, this book can also be used with any multilevel and/or longitudinal book or as a stand-alone text introducing multilevel modeling with categorical outcomes.
Multilevel Modelling for Public Health and Health Services Research: Health in Context
by Alastair H. Leyland Peter P. GroenewegenThis open access book is a practical introduction to multilevel modelling or multilevel analysis (MLA) – a statistical technique being increasingly used in public health and health services research. The authors begin with a compelling argument for the importance of researchers in these fields having an understanding of MLA to be able to judge not only the growing body of research that uses it, but also to recognise the limitations of research that did not use it. The volume also guides the analysis of real-life data sets by introducing and discussing the use of the multilevel modelling software MLwiN, the statistical package that is used with the example data sets. Importantly, the book also makes the training material accessible for download – not only the datasets analysed within the book, but also a freeware version of MLwiN to allow readers to work with these datasets. The book’s practical review of MLA comprises: Theoretical, conceptual, and methodological backgroundStatistical backgroundThe modelling process and presentation of researchTutorials with example datasets Multilevel Modelling for Public Health and Health Services Research: Health in Context is a practical and timely resource for public health and health services researchers, statisticians interested in the relationships between contexts and behaviour, graduate students across these disciplines, and anyone interested in utilising multilevel modelling or multilevel analysis. “Leyland and Groenewegen’s wealth of teaching experience makes this book and its accompanying tutorials especially useful for a practical introduction to multilevel analysis.” ̶ Juan Merlo, Professor of Social Epidemiology, Lund University “Comprehensive and insightful. A must for anyone interested in the applications of multilevel modelling to population health”. ̶ S. (Subu) V. Subramanian, Professor of Population Health and Geography, Harvard University
Multilingual Dictionary Of Disaster Medicine And International Relief: English, Français, Español
by S. William GunnIn recent decades natural, technological and other disasters have been increasing in frequency and magnitude, and the involvement of international organizations and professionals from different disciplines has been growing in parallel. By definition major emergencies call for outside aid and often international assistance. The many agencies and individual helpers from different countries, different languages and different specialties converge on the stricken site with the sole object of helping the victims, who are themselves of a different background and language. Communication among these people and a certain understanding of the varying terminology of the many professions and activities therefore become paramount if the difficulties of the disaster situation are not to be compounded with difficulties of communication. A common ground for understanding between doctors, engineers, meteorologists, nurses, nutritionists, planners, government officials, transport personnel and the many other workers involved in disaster preparedness, relief and rehabilitation is therefore indispensable. It is to this end that this multilingual, multidisciplinary Dictionary serves as an invaluable tool for the disaster manager, whatever his background and wherever he may be called upon to work. A precursor in Disaster Medicine, Dr. William Gunn has conducted numerous emergency missions for the United Nations and other agencies, and this Dictionary has been tested in the field and in training courses over many years.
Multilingual Dictionary of Nuclear Reactor Physics and Engineering
by Henryk AnglartThis multilingual dictionary explains, in simple and clear language, the most frequently used terms and expressions in the field of nuclear reactor physics and engineering, and provides translations of these terms from English into French, German, Swedish and Polish. This unique resource offers many advantages over the use of online translation tools, which are often incorrect when dealing with scientific and technical words. Instead, this dictionary has used a wide variety of peer-reviewed books and journal papers to ensure the highest accuracy and establish itself as a reliable and credible reference for the reader. It covers a broad range of exciting topics and the latest developments in the field, including reactor technology, reactor components and systems, reactor operation and control, reactor types, reactor physics, thermal engineering, reactor safety, radiation protection, nuclear fuel, nuclear chemistry, the safeguarding of nuclear materials and much more. This dictionary is kept on a technical level corresponding to masters-level and PhD studies of nuclear physics and engineering. It will provide the reader with a broad understanding of the necessary information that a researcher or nuclear physicist or engineer would need to possess; therefore, it will be an invaluable resource for students within these and related disciplines. Features: Contains over 1500 key terms from the field The first book to provide translations in five languages: English, French, German, Swedish and Polish Accessible to masters-level and PhD students in addition to early career researchers in nuclear reactor physics and engineering
Multilingual Dictionary of Nuclear Reactor Physics and Engineering
by Henryk AnglartThis multilingual dictionary explains, in simple and clear language, the most frequently used terms and expressions in the field of nuclear reactor physics and engineering, and provides translations of these terms from English into French, German, Swedish and Polish. This unique resource offers many advantages over the use of online translation tools, which are often incorrect when dealing with scientific and technical words. Instead, this dictionary has used a wide variety of peer-reviewed books and journal papers to ensure the highest accuracy and establish itself as a reliable and credible reference for the reader. It covers a broad range of exciting topics and the latest developments in the field, including reactor technology, reactor components and systems, reactor operation and control, reactor types, reactor physics, thermal engineering, reactor safety, radiation protection, nuclear fuel, nuclear chemistry, the safeguarding of nuclear materials and much more. This dictionary is kept on a technical level corresponding to masters-level and PhD studies of nuclear physics and engineering. It will provide the reader with a broad understanding of the necessary information that a researcher or nuclear physicist or engineer would need to possess; therefore, it will be an invaluable resource for students within these and related disciplines. Features: Contains over 1500 key terms from the field The first book to provide translations in five languages: English, French, German, Swedish and Polish Accessible to masters-level and PhD students in addition to early career researchers in nuclear reactor physics and engineering
Multilingual Healthcare: A Global View on Communicative Challenges (FOM-Edition)
by Magdalène Lévy-Tödter Christiane HohensteinThis volume is the first to address multilingual healthcare communication around the globe and focuses on institutional, social and linguistic challenges and resources of the healthcare industry. It comprises studies from Canada, Australia, South Africa, Greenland, Italy, Germany, Switzerland and Belgium, and aims to introduce new paths of communicative and methodological agendas, casting a critical view on current linguistic practices in healthcare, nursing and medical interactions. With increased personal mobility in a global society, the need for multilingual staff is on the rise in medical institutions and healthcare organisations, and communicative competencies and practices involving different languages pose challenges for medical doctors, healthcare staff and patients alike. Many studies have highlighted the crucial role played by interpreters and interpreting staff, but the diversity of language situations in different countries requires very different approaches and solutions. Additionally, it may not be possible to develop a single agenda of language services for different medical areas with different needs for counselling, with various forms of treatment that require explanation and the patient‘s informed consent and with varying approaches to the relationship between medical professionals and patients. How to best organise medical (digital) language services in countries as different as South Africa, Greenland, Germany, Belgium and Australia calls for a diversity of possible solutions. The current volume makes a variety of such solutions and practices available for medical staff and healthcare institutions faced with international patients and working with international medical staff. It makes the challenges palpable on an international scale in a way that comparisons may be drawn between different solutions as well as their socio-cultural and institutional implications. This volume is intended for policy makers, medical and healthcare practitioners, institutions, interpreters, teachers and students in professional multilingual healthcare.
Multimedia for Accessible Human Computer Interfaces
by Xueliang Liu Troy McDanielThe book Multimedia for Accessible Human Computer Interfaces is to be the first resource to provide in-depth coverage on topical areas of multimedia computing (images, video, audio, speech, haptics, VR/AR, etc.) for accessible and inclusive human computer interfaces. Topics are grouped into thematic areas spanning the human senses: Vision, Hearing, Touch, as well as Multimodal applications. Each chapter is written by different multimedia researchers to provide complementary and multidisciplinary perspectives. Unlike other related books, which focus on guidelines for designing accessible interfaces, or are dated in their coverage of cutting edge multimedia technologies, Multimedia for Accessible Human Computer Interfaces takes an application-oriented approach to present a tour of how the field of multimedia is advancing access to human computer interfaces for individuals with disabilities.Under Theme 1 “Vision-based Technologies for Accessible Human Computer Interfaces”, multimedia technologies to enhance access to interfaces through vision will be presented including: “A Framework for Gaze-contingent Interfaces”, “Sign Language Recognition”, “Fusion-based Image Enhancement and its Applications in Mobile Devices”, and “Open-domain Textual Question Answering Systems”. Under Theme 2 “Auditory Technologies for Accessible Human Computer Interfaces”, multimedia technologies to enhance access to interfaces through hearing will be presented including: “Speech Recognition for Individuals with Voice Disorders” and “Socially Assistive Robots for Storytelling and Other Activities to Support Aging in Place”. Under Theme 3 “Haptic Technologies for Accessible Human Computer Interfaces”, multimedia technologies to enhance access to interfaces through haptics will be presented including: “Accessible Smart Coaching Technologies Inspired by Elderly Requisites” and “Haptic Mediators for Remote Interpersonal Communication”. Under Theme 4 “Multimodal Technologies for Accessible Human Computer Interfaces”, multimedia technologies to enhance access to interfaces through multiple modalities will be presented including: “Human-Machine Interfaces for Socially Connected Devices: From Smart Households to Smart Cities” and “Enhancing Situational Awareness and Kinesthetic Assistance for Clinicians via Augmented-Reality and Haptic Shared-Control Technologies”.
Multimedia Forensics and Security: Foundations, Innovations, and Applications (Intelligent Systems Reference Library #115)
by Aboul Ella Hassanien Mohamed Mostafa Fouad Azizah Abdul Manaf Mazdak Zamani Rabiah Ahmad Janusz KacprzykThis book presents recent applications and approaches as well as challenges in digital forensic science. One of the evolving challenges that is covered in the book is the cloud forensic analysis which applies the digital forensic science over the cloud computing paradigm for conducting either live or static investigations within the cloud environment. The book also covers the theme of multimedia forensics and watermarking in the area of information security. That includes highlights on intelligence techniques designed for detecting significant changes in image and video sequences. Moreover, the theme proposes recent robust and computationally efficient digital watermarking techniques. The last part of the book provides several digital forensics related applications, including areas such as evidence acquisition enhancement, evidence evaluation, cryptography, and finally, live investigation through the importance of reconstructing the botnet attack scenario to show the malicious activities and files as evidences to be presented in a court.
Multimedia und Computeranwendungen in der Lehre: 6. CIP-Kongreß, Berlin, 6.–8. Oktober 1992 (Mikrocomputer-Forum für Bildung und Wissenschaft #5)
by Klaus Dette Dieter Haupt Christoph PolzeMultimedia, Vernetzung und Software für die Lehre: Das Computer-Investitions-Programm (CIP) in der Nutzanwendung (Mikrocomputer-Forum für Bildung und Wissenschaft #4)
by Klaus Dette Peter J. PahlMultimethod Assessment of Chronic Pain: Psychology Practitioner Guidebooks
by Paul Karoly Mark P. JensenMultimethod Assessment of Chronic Pain is a guidebook diagnosing chronic pain. The title presents the framework and methods for pain assessment, which serves as the basis for the systematic treatment of chronic pain. The text first covers the multiple contexts of chronic pain, and then proceeds to tackling the biomedical context. Next, the selection talks about the subjective pain experience, along with the measures of psychological status. Chapter 5 discusses the biophysical measurement, while Chapter 6 covers the behavioral observation methods. The text also details clinical pain interview and the selection and integration of pain measures. The book will be of great use to students of therapeutics related degrees. The text will also serve health professionals as a reference.
Multimodal AI in Healthcare: A Paradigm Shift in Health Intelligence (Studies in Computational Intelligence #1060)
by Arash Shaban-Nejad Martin Michalowski Simone BiancoThis book aims to highlight the latest achievements in the use of AI and multimodal artificial intelligence in biomedicine and healthcare. Multimodal AI is a relatively new concept in AI, in which different types of data (e.g. text, image, video, audio, and numerical data) are collected, integrated, and processed through a series of intelligence processing algorithms to improve performance. The edited volume contains selected papers presented at the 2022 Health Intelligence workshop and the associated Data Hackathon/Challenge, co-located with the Thirty-Sixth Association for the Advancement of Artificial Intelligence (AAAI) conference, and presents an overview of the issues, challenges, and potentials in the field, along with new research results. This book provides information for researchers, students, industry professionals, clinicians, and public health agencies interested in the applications of AI and Multimodal AI in public health and medicine.
Multimodal Analysis of User-Generated Multimedia Content (Socio-Affective Computing #6)
by Rajiv Shah Roger ZimmermannThis book presents a summary of the multimodal analysis of user-generated multimedia content (UGC). Several multimedia systems and their proposed frameworks are also discussed. First, improved tag recommendation and ranking systems for social media photos, leveraging both content and contextual information, are presented. Next, we discuss the challenges in determining semantics and sentics information from UGC to obtain multimedia summaries. Subsequently, we present a personalized music video generation system for outdoor user-generated videos. Finally, we discuss approaches for multimodal lecture video segmentation techniques. This book also explores the extension of these multimedia system with the use of heterogeneous continuous streams.