Artificial Intelligence In Predicting Determining And Controlling Cell Phenotype Or Tissue Function In Inflammatory Diseases

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Artificial intelligence in predicting, determining and controlling cell phenotype or tissue function in inflammatory diseases

Author : Melanie L. Hart
Publisher : Frontiers Media SA
ISBN 13 : 2832548970
Total Pages : 275 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Artificial intelligence in predicting, determining and controlling cell phenotype or tissue function in inflammatory diseases by : Melanie L. Hart

Download or read book Artificial intelligence in predicting, determining and controlling cell phenotype or tissue function in inflammatory diseases written by Melanie L. Hart and published by Frontiers Media SA. This book was released on 2024-05-10 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: The last decade has seen rapid development in the use of computational techniques at bulk tissue and single-cell level. However, our knowledge remains limited in this regard, and further progress is needed, especially in inflammatory and degenerative diseases. Controlling, modeling, or predicting cellular phenotype in this context using artificial intelligence (AI) will greatly improve the available in vitro, in situ, in vivo, and in silico methods, but also aid in the understanding of disease pathology and therapeutic efficiency. These methods not only have ramifications for our pathophysiological understanding of tissue function but are also important for advancing AI methods in cell culture, tissue explants, or in vivo for immunologically relevant characteristics of single cells, cell populations, and tissues to predict cell or tissue function.

Precision Medicine and Artificial Intelligence

Author : Michael Mahler
Publisher : Academic Press
ISBN 13 : 032385432X
Total Pages : 300 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Precision Medicine and Artificial Intelligence by : Michael Mahler

Download or read book Precision Medicine and Artificial Intelligence written by Michael Mahler and published by Academic Press. This book was released on 2021-03-12 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision Medicine and Artificial Intelligence: The Perfect Fit for Autoimmunity covers background on artificial intelligence (AI), its link to precision medicine (PM), and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions as AI has gained significant attention during the past decade. Autoimmune diseases are complex and heterogeneous conditions, but exciting new developments and implementation tactics surrounding automated systems have enabled the generation of large datasets, making autoimmunity an ideal target for AI and precision medicine. More and more diagnostic products utilize AI, which is also starting to be supported by regulatory agencies such as the Food and Drug Administration (FDA). Knowledge generation by leveraging large datasets including demographic, environmental, clinical and biomarker data has the potential to not only impact the diagnosis of patients, but also disease prediction, prognosis and treatment options. Allows the readers to gain an overview on precision medicine for autoimmune diseases leveraging AI solutions Provides background, milestone and examples of precision medicine Outlines the paradigm shift towards precision medicine driven by value-based systems Discusses future applications of precision medicine research using AI Other aspects covered in the book include regulatory insights, data analytics and visualization, types of biomarkers as well as the role of the patient in precision medicine

Personalizing Treatment In IBD: Hype or Reality In 2020?

Author : Fernando Gomollón
Publisher : Frontiers Media SA
ISBN 13 : 2889669742
Total Pages : 119 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Personalizing Treatment In IBD: Hype or Reality In 2020? by : Fernando Gomollón

Download or read book Personalizing Treatment In IBD: Hype or Reality In 2020? written by Fernando Gomollón and published by Frontiers Media SA. This book was released on 2021-07-05 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Immunomodulatory Biomaterials

Author : Stephen F. Badylak
Publisher : Woodhead Publishing
ISBN 13 : 0128214562
Total Pages : 296 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Immunomodulatory Biomaterials by : Stephen F. Badylak

Download or read book Immunomodulatory Biomaterials written by Stephen F. Badylak and published by Woodhead Publishing. This book was released on 2021-07-30 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomaterials have existed for millennia as mechanical replacement structures following disease or injury. Biomaterial design has changed markedly from structural support with an “inert immune profile as the primary objective to designs that elicit an integrative local tissue response and a pro-repair immune cell phenotype. Immunomodulatory Biomaterials: Regulating the Immune Response with Biomaterials to Affect Clinical Outcome offers a single, comprehensive reference on biomaterials for modulation of the host response, for materials scientists, tissue engineers and those working in regenerative medicine. This book details methods, materials and strategies designed to regulate the host immune response following surgical implantation and thus facilitate specific local cell infiltration and tissue deposition. There has been a dramatic transformation in our understanding of the role of the immune system, both innate and adaptive; these changes include recognition of the plasticity of immune cells, especially macrophages, cross-talk between the immune system and stem cells, and the necessity for in situ transition between inflammatory and regulatory immune cell phenotypes. The exploitation of these findings and the design and manufacture of new biomaterials is occurring at an astounding pace. There is currently no book directed at the interdisciplinary principles guiding the design, manufacture, testing, and clinical translation of biomaterials that proactively regulate the host tissue immune response. The challenge for academia, industry, and regulatory agencies to encourage innovation while assuring safety and maximizing efficacy has never been greater. Given the highly interdisciplinary requirements for the design, manufacture and use of immunomodulatory biomaterials, this book will prove a useful single resource across disciplines. Holistically covers the design, manufacture, testing, and clinical translation of biomaterials that proactively regulate the host tissue immune response Provides a single reference for understanding and utilizing the host response in biomaterials design An international collaboration of leading researchers in the field offering a novel insight into this fast-growing area

Accelerated Path to Cures

Author : Josep Bassaganya-Riera
Publisher : Springer
ISBN 13 : 3319732382
Total Pages : 82 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Accelerated Path to Cures by : Josep Bassaganya-Riera

Download or read book Accelerated Path to Cures written by Josep Bassaganya-Riera and published by Springer. This book was released on 2018-04-25 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accelerated Path to Cures provides a transformative perspective on the power of combining advanced computational technologies, modeling, bioinformatics and machine learning approaches with nonclinical and clinical experimentation to accelerate drug development. This book discusses the application of advanced modeling technologies, from target identification and validation to nonclinical studies in animals to Phase 1-3 human clinical trials and post-approval monitoring, as alternative models of drug development. As a case of successful integration of computational modeling and drug development, we discuss the development of oral small molecule therapeutics for inflammatory bowel disease, from the application of docking studies to screening new chemical entities to the development of next-generation in silico human clinical trials from large-scale clinical data. Additionally, this book illustrates how modeling techniques, machine learning, and informatics can be utilized effectively at each stage of drug development to advance the progress towards predictive, preventive, personalized, precision medicine, and thus provide a successful framework for Path to Cures.

Machine Learning Techniques on Gene Function Prediction

Author : Quan Zou
Publisher : Frontiers Media SA
ISBN 13 : 2889632148
Total Pages : 485 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Machine Learning Techniques on Gene Function Prediction by : Quan Zou

Download or read book Machine Learning Techniques on Gene Function Prediction written by Quan Zou and published by Frontiers Media SA. This book was released on 2019-12-04 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence in Medical Imaging

Author : Erik R. Ranschaert
Publisher : Springer
ISBN 13 : 3319948784
Total Pages : 373 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Artificial Intelligence in Medical Imaging by : Erik R. Ranschaert

Download or read book Artificial Intelligence in Medical Imaging written by Erik R. Ranschaert and published by Springer. This book was released on 2019-01-29 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology, such as deep learning technology, the technological evolution of AI in computing science and medical image computing is described, with explanation of basic principles and the types and subtypes of AI. Subsequent sections address the use of imaging biomarkers, the development and validation of AI applications, and various aspects and issues relating to the growing role of big data in radiology. Diverse real-life clinical applications of AI are then outlined for different body parts, demonstrating their ability to add value to daily radiology practices. The concluding section focuses on the impact of AI on radiology and the implications for radiologists, for example with respect to training. Written by radiologists and IT professionals, the book will be of high value for radiologists, medical/clinical physicists, IT specialists, and imaging informatics professionals.

Mesenchymal Stem Cells

Author : Darwin J. Prockop
Publisher : Humana Press
ISBN 13 : 9781588297716
Total Pages : 0 pages
Book Rating : 4.2/5 (977 download)

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Book Synopsis Mesenchymal Stem Cells by : Darwin J. Prockop

Download or read book Mesenchymal Stem Cells written by Darwin J. Prockop and published by Humana Press. This book was released on 2008-03-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: For over forty years, mesenchymal stem cells (MSCs) have been scrutinized and studied, garnering much attention due to their broad therapeutic efficacy. In this essential book, leaders in the field were assembled to contribute detailed methodologies for the isolation and characterization of human and rodent MSCs. Cutting edge and easy to use, this book is the perfect resource for scientists attempting to pursue this important and ever-developing field of research.

Single Cell Intelligence and Tissue Engineering

Author : Zhaoyuan Fang
Publisher : Frontiers Media SA
ISBN 13 : 2832502512
Total Pages : 121 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Single Cell Intelligence and Tissue Engineering by : Zhaoyuan Fang

Download or read book Single Cell Intelligence and Tissue Engineering written by Zhaoyuan Fang and published by Frontiers Media SA. This book was released on 2022-10-17 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mesenchymal Stem Cell Derived Exosomes

Author : Yaoliang Tang
Publisher : Academic Press
ISBN 13 : 0128004975
Total Pages : 288 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Mesenchymal Stem Cell Derived Exosomes by : Yaoliang Tang

Download or read book Mesenchymal Stem Cell Derived Exosomes written by Yaoliang Tang and published by Academic Press. This book was released on 2015-09-02 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mesenchymal stem cell-derived exosomes are at the forefront of research in two of the most high profile and funded scientific areas – cardiovascular research and stem cells. Mesenchymal Stem Cell Derived Exosomes provides insight into the biofunction and molecular mechanisms, practical tools for research, and a look toward the clinical applications of this exciting phenomenon which is emerging as an effective diagnostic. Primarily focused on the cardiovascular applications where there have been the greatest advancements toward the clinic, this is the first compendium for clinical and biomedical researchers who are interested in integrating MSC-derived exosomes as a diagnostic and therapeutic tool. Introduces the MSC-exosome mediated cell-cell communication Covers the major functional benefits in current MSC-derived exosome studies Discusses strategies for the use of MSC-derived exosomes in cardiovascular therapies

P5 eHealth: An Agenda for the Health Technologies of the Future

Author : Gabriella Pravettoni
Publisher : Springer Nature
ISBN 13 : 3030279944
Total Pages : 191 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis P5 eHealth: An Agenda for the Health Technologies of the Future by : Gabriella Pravettoni

Download or read book P5 eHealth: An Agenda for the Health Technologies of the Future written by Gabriella Pravettoni and published by Springer Nature. This book was released on 2019-11-29 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access volume focuses on the development of a P5 eHealth, or better, a methodological resource for developing the health technologies of the future, based on patients’ personal characteristics and needs as the fundamental guidelines for design. It provides practical guidelines and evidence based examples on how to design, implement, use and elevate new technologies for healthcare to support the management of incurable, chronic conditions. The volume further discusses the criticalities of eHealth, why it is difficult to employ eHealth from an organizational point of view or why patients do not always accept the technology, and how eHealth interventions can be improved in the future. By dealing with the state-of-the-art in eHealth technologies, this volume is of great interest to researchers in the field of physical and mental healthcare, psychologists, stakeholders and policymakers as well as technology developers working in the healthcare sector.

Temporomandibular Disorders

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309670489
Total Pages : 427 pages
Book Rating : 4.3/5 (96 download)

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Book Synopsis Temporomandibular Disorders by : National Academies of Sciences, Engineering, and Medicine

Download or read book Temporomandibular Disorders written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-07-01 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: Temporomandibular disorders (TMDs), are a set of more than 30 health disorders associated with both the temporomandibular joints and the muscles and tissues of the jaw. TMDs have a range of causes and often co-occur with a number of overlapping medical conditions, including headaches, fibromyalgia, back pain and irritable bowel syndrome. TMDs can be transient or long-lasting and may be associated with problems that range from an occasional click of the jaw to severe chronic pain involving the entire orofacial region. Everyday activities, including eating and talking, are often difficult for people with TMDs, and many of them suffer with severe chronic pain due to this condition. Common social activities that most people take for granted, such as smiling, laughing, and kissing, can become unbearable. This dysfunction and pain, and its associated suffering, take a terrible toll on affected individuals, their families, and their friends. Individuals with TMDs often feel stigmatized and invalidated in their experiences by their family, friends, and, often, the health care community. Misjudgments and a failure to understand the nature and depths of TMDs can have severe consequences - more pain and more suffering - for individuals, their families and our society. Temporomandibular Disorders: Priorities for Research and Care calls on a number of stakeholders - across medicine, dentistry, and other fields - to improve the health and well-being of individuals with a TMD. This report addresses the current state of knowledge regarding TMD research, education and training, safety and efficacy of clinical treatments of TMDs, and burden and costs associated with TMDs. The recommendations of Temporomandibular Disorders focus on the actions that many organizations and agencies should take to improve TMD research and care and improve the overall health and well-being of individuals with a TMD.

Alternative Toxicological Methods

Author : Harry Salem
Publisher : CRC Press
ISBN 13 : 0203008790
Total Pages : 616 pages
Book Rating : 4.2/5 (3 download)

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Book Synopsis Alternative Toxicological Methods by : Harry Salem

Download or read book Alternative Toxicological Methods written by Harry Salem and published by CRC Press. This book was released on 2003-03-26 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing together the recent and relevant contributions of over 125 scientists from industry, government, and academia in North America and Western Europe, Alternative Toxicological Methods explores the development and validation of replacement, reduction, and refinement alternatives (the 3Rs) to animal testing. Internationally recognized scientist

Mechanisms and advances in respiratory allergic diseases

Author : Bao-Hui Cheng
Publisher : Frontiers Media SA
ISBN 13 : 2832521436
Total Pages : 147 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Mechanisms and advances in respiratory allergic diseases by : Bao-Hui Cheng

Download or read book Mechanisms and advances in respiratory allergic diseases written by Bao-Hui Cheng and published by Frontiers Media SA. This book was released on 2023-04-24 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Nanotoxicology

Author : Agnieszka Gajewicz
Publisher : CRC Press
ISBN 13 : 1000680886
Total Pages : 570 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Computational Nanotoxicology by : Agnieszka Gajewicz

Download or read book Computational Nanotoxicology written by Agnieszka Gajewicz and published by CRC Press. This book was released on 2019-11-13 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of computational methods that support human health and environmental risk assessment of engineered nanomaterials (ENMs) has attracted great interest because the application of these methods enables us to fill existing experimental data gaps. However, considering the high degree of complexity and multifunctionality of ENMs, computational methods originally developed for regular chemicals cannot always be applied explicitly in nanotoxicology. This book discusses the current state of the art and future needs in the development of computational modeling techniques for nanotoxicology. It focuses on (i) computational chemistry (quantum mechanics, semi-empirical methods, density functional theory, molecular mechanics, molecular dynamics), (ii) nanochemoinformatic methods (quantitative structure–activity relationship modeling, grouping, read-across), and (iii) nanobioinformatic methods (genomics, transcriptomics, proteomics, metabolomics). It reviews methods of calculating molecular descriptors sufficient to characterize the structure of nanoparticles, specifies recent trends in the validation of computational methods, and discusses ways to cope with the uncertainty of predictions. In addition, it highlights the status quo and further challenges in the application of computational methods in regulation (e.g., REACH, OECD) and in industry for product development and optimization and the future directions for increasing acceptance of computational modeling for nanotoxicology.

Artificial Intelligence in Drug Discovery

Author : Nathan Brown
Publisher : Royal Society of Chemistry
ISBN 13 : 1839160543
Total Pages : 425 pages
Book Rating : 4.8/5 (391 download)

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Book Synopsis Artificial Intelligence in Drug Discovery by : Nathan Brown

Download or read book Artificial Intelligence in Drug Discovery written by Nathan Brown and published by Royal Society of Chemistry. This book was released on 2020-11-04 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing molecules and optimising synthetic routes. Artificial Intelligence in Drug Discovery aims to introduce the reader to AI and machine learning tools and techniques, and to outline specific challenges including designing new molecular structures, synthesis planning and simulation. Providing a wealth of information from leading experts in the field this book is ideal for students, postgraduates and established researchers in both industry and academia.

Cancer Prediction for Industrial IoT 4.0

Author : Meenu Gupta
Publisher : CRC Press
ISBN 13 : 1000508668
Total Pages : 202 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Cancer Prediction for Industrial IoT 4.0 by : Meenu Gupta

Download or read book Cancer Prediction for Industrial IoT 4.0 written by Meenu Gupta and published by CRC Press. This book was released on 2021-12-31 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cancer Prediction for Industrial IoT 4.0: A Machine Learning Perspective explores various cancers using Artificial Intelligence techniques. It presents the rapid advancement in the existing prediction models by applying Machine Learning techniques. Several applications of Machine Learning in different cancer prediction and treatment options are discussed, including specific ideas, tools and practices most applicable to product/service development and innovation opportunities. The wide variety of topics covered offers readers multiple perspectives on various disciplines. Features • Covers the fundamentals, history, reality and challenges of cancer • Presents concepts and analysis of different cancers in humans • Discusses Machine Learning-based deep learning and data mining concepts in the prediction of cancer • Offers real-world examples of cancer prediction • Reviews strategies and tools used in cancer prediction • Explores the future prospects in cancer prediction and treatment Readers will learn the fundamental concepts and analysis of cancer prediction and treatment, including how to apply emerging technologies such as Machine Learning into practice to tackle challenges in domains/fields of cancer with real-world scenarios. Hands-on chapters contributed by academicians and other professionals from reputed organizations provide and describe frameworks, applications, best practices and case studies on emerging cancer treatment and predictions. This book will be a vital resource to graduate students, data scientists, Machine Learning researchers, medical professionals and analytics managers.