Development And Application Of Multi Omics Integration Tools To Understand Metabolic Contributions To Alzheimers Disease

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Learning to Classify Text Using Support Vector Machines

Author : Thorsten Joachims
Publisher : Springer Science & Business Media
ISBN 13 : 079237679X
Total Pages : 228 pages
Book Rating : 4.7/5 (923 download)

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Book Synopsis Learning to Classify Text Using Support Vector Machines by : Thorsten Joachims

Download or read book Learning to Classify Text Using Support Vector Machines written by Thorsten Joachims and published by Springer Science & Business Media. This book was released on 2002-04-30 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on ideas from Support Vector Machines (SVMs), Learning To Classify Text Using Support Vector Machines presents a new approach to generating text classifiers from examples. The approach combines high performance and efficiency with theoretical understanding and improved robustness. In particular, it is highly effective without greedy heuristic components. The SVM approach is computationally efficient in training and classification, and it comes with a learning theory that can guide real-world applications. Learning To Classify Text Using Support Vector Machines gives a complete and detailed description of the SVM approach to learning text classifiers, including training algorithms, transductive text classification, efficient performance estimation, and a statistical learning model of text classification. In addition, it includes an overview of the field of text classification, making it self-contained even for newcomers to the field. This book gives a concise introduction to SVMs for pattern recognition, and it includes a detailed description of how to formulate text-classification tasks for machine learning.

Multi-Omics Approaches to Study Signaling Pathways

Author : Jyoti Sharma
Publisher : Frontiers Media SA
ISBN 13 : 2889661253
Total Pages : 154 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Multi-Omics Approaches to Study Signaling Pathways by : Jyoti Sharma

Download or read book Multi-Omics Approaches to Study Signaling Pathways written by Jyoti Sharma and published by Frontiers Media SA. This book was released on 2020-11-18 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Genetics Meets Metabolomics

Author : Karsten Suhre
Publisher : Springer Science & Business Media
ISBN 13 : 1461416892
Total Pages : 328 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Genetics Meets Metabolomics by : Karsten Suhre

Download or read book Genetics Meets Metabolomics written by Karsten Suhre and published by Springer Science & Business Media. This book was released on 2012-06-15 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is written by leading researchers in the fields about the intersection of genetics and metabolomics which can lead to more comprehensive studies of inborn variation of metabolism.

Microbial Metabolomics

Author : David J. Beale
Publisher : Springer
ISBN 13 : 3319463268
Total Pages : 324 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Microbial Metabolomics by : David J. Beale

Download or read book Microbial Metabolomics written by David J. Beale and published by Springer. This book was released on 2016-12-05 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together contributions from global experts who have helped to facilitate the exciting and rapid advances that are taking place in microbial metabolomics. The main application of this field is in clinical and veterinary microbiology, but there is a great potential to apply metabolomics to help to better understand complex biological systems that are dominated by multiple-species microbial populations exposed to changing growth and nutritional conditions. In particular, environmental (e.g., water, soil), food (e.g., microbial spoilage, food pathogens), and agricultural and industrial applications are seen as developing areas for microbial metabolomics. As such, the book includes contributions with clinical, environmental, and industrial perspectives.

Lipidomics in Health & Disease

Author : Xiangdong Wang
Publisher : Springer
ISBN 13 : 9811306206
Total Pages : 204 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Lipidomics in Health & Disease by : Xiangdong Wang

Download or read book Lipidomics in Health & Disease written by Xiangdong Wang and published by Springer. This book was released on 2018-08-30 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume covers the emerging area of science, Clinical Lipidomics, which is the application of lipidology to the understanding of physiological and pathophysiological changes of lipidomes, with a special focus on lipidomic profiles in human diseases. Lipidomics is widely used to map lipid molecular species in a biological system. Clinical lipidomic analysis has demonstrated the comprehensive characterization of molecular lipids in various severities, durations, and therapies as a critical tool in identification and validation of disease-specific biomarkers. This volume on Clinical Lipidomics will add to the literature and help advance the knowledge of the pathogenesis, diagnosis, prevention and treatment of diseases.

Systems Biology

Author : Bernhard Palsson
Publisher : Cambridge University Press
ISBN 13 : 1107038855
Total Pages : 551 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Systems Biology by : Bernhard Palsson

Download or read book Systems Biology written by Bernhard Palsson and published by Cambridge University Press. This book was released on 2015-01-26 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive single-authored textbook on genome-scale models and the bottom-up approach to systems biology.

Human and Animal Models for Translational Research on Neurodegeneration: Challenges and Opportunities From South America

Author : Agustín Ibáñez
Publisher : Frontiers Media SA
ISBN 13 : 2889454940
Total Pages : 217 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Human and Animal Models for Translational Research on Neurodegeneration: Challenges and Opportunities From South America by : Agustín Ibáñez

Download or read book Human and Animal Models for Translational Research on Neurodegeneration: Challenges and Opportunities From South America written by Agustín Ibáñez and published by Frontiers Media SA. This book was released on 2018-06-21 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neurodegenerative diseases are the most frequent cause of dementia, representing a burden for public health systems (especially in middle and middle-high income countries). Although most research on this issue is concentrated in first-world centers, growing efforts in South America are affording important breakthroughs. This emerging agenda poses new challenges for the region but also new opportunities for the field. This book aims to integrate the community of experts across the globe and the region, and to establish new challenges and developments for future investigation. We present research focused on neurodegenerative research in South America. We introduce studies assessing the interplay among genetic, neural, and behavioral dimensions of these diseases, as well as articles on vulnerability factors, comparisons of findings from various countries, and works promoting multicenter and collaborative networking. More generally, our book covers a broad scope of human-research approaches (behavioral assessment, neuroimaging, electromagnetic techniques, brain connectivity, peripheral measures), animal methodologies (genetics, epigenetics, proteomics, metabolomics, other molecular biology tools), species (all human and non-human animals, sporadic, and genetic versions), and article types (original research, review, and opinion papers). Through this wide-ranging proposal, we hope to introduce a fresh approach to the challenges and opportunities of research on neurodegeneration in South America.

Probabilistic Boolean Networks

Author : Ilya Shmulevich
Publisher : SIAM
ISBN 13 : 0898716926
Total Pages : 276 pages
Book Rating : 4.8/5 (987 download)

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Book Synopsis Probabilistic Boolean Networks by : Ilya Shmulevich

Download or read book Probabilistic Boolean Networks written by Ilya Shmulevich and published by SIAM. This book was released on 2010-01-21 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive treatment of probabilistic Boolean networks, unifying different strands of current research and addressing emerging issues.

Rare Diseases Epidemiology: Update and Overview

Author : Manuel Posada de la Paz
Publisher : Springer
ISBN 13 : 3319671448
Total Pages : 675 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Rare Diseases Epidemiology: Update and Overview by : Manuel Posada de la Paz

Download or read book Rare Diseases Epidemiology: Update and Overview written by Manuel Posada de la Paz and published by Springer. This book was released on 2017-12-06 with total page 675 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fields of rare diseases research and orphan products development continue to expand with more products in research and development status. In recent years, the role of the patient advocacy groups has evolved into a research partner with the academic research community and the bio-pharmaceutical industry. Unique approaches to research and development require epidemiological data not previously available to assist in protocol study design and patient recruitment for clinical trials required by regulatory agencies prior to approval for access by patents and practicing physicians.

Computational Systems Biology

Author : Andres Kriete
Publisher : Academic Press
ISBN 13 : 0124059384
Total Pages : 549 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Computational Systems Biology by : Andres Kriete

Download or read book Computational Systems Biology written by Andres Kriete and published by Academic Press. This book was released on 2013-11-26 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensively revised second edition of Computational Systems Biology discusses the experimental and theoretical foundations of the function of biological systems at the molecular, cellular or organismal level over temporal and spatial scales, as systems biology advances to provide clinical solutions to complex medical problems. In particular the work focuses on the engineering of biological systems and network modeling. - Logical information flow aids understanding of basic building blocks of life through disease phenotypes - Evolved principles gives insight into underlying organizational principles of biological organizations, and systems processes, governing functions such as adaptation or response patterns - Coverage of technical tools and systems helps researchers to understand and resolve specific systems biology problems using advanced computation - Multi-scale modeling on disparate scales aids researchers understanding of dependencies and constraints of spatio-temporal relationships fundamental to biological organization and function.

High and Rising Mortality Rates Among Working-Age Adults

Author : National Academies of Sciences Engineering and Medicine
Publisher :
ISBN 13 : 9780309684736
Total Pages : pages
Book Rating : 4.6/5 (847 download)

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Book Synopsis High and Rising Mortality Rates Among Working-Age Adults by : National Academies of Sciences Engineering and Medicine

Download or read book High and Rising Mortality Rates Among Working-Age Adults written by National Academies of Sciences Engineering and Medicine and published by . This book was released on 2021-12-02 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Genomics, Proteomics, and Metabolomics

Author : Babak Arjmand
Publisher : Springer Nature
ISBN 13 : 3030277275
Total Pages : 208 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Genomics, Proteomics, and Metabolomics by : Babak Arjmand

Download or read book Genomics, Proteomics, and Metabolomics written by Babak Arjmand and published by Springer Nature. This book was released on 2019-11-14 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides thorough coverage of high-throughput OMICs technologies for the monitoring of stem cells and regenerative medicine. Specific topics covered include the genomics, proteomics, and metabolomics aspects of regenerative medicine, metabolic profiling of mesenchymal stem cells, genome profiling of mesenchymal stem cells, OMICs monitoring of stem cell-derived exosomes, stem cell proteomics, lipidomics, OMICs profiling of cancer (stem) cells, and finally ethical considerations of OMICs-based investigations. Chapters are authored by world-renowned scientists who have valuable expertise in the field of OMICs and regenerative medicine. Genomics, Proteomics, and Metabolomics: Stem Cells Monitoring in Regenerative Medicine, part of Springer’s Stem Cell Biology and Regenerative Medicine series, is essential reading for researchers, clinicians, biologists, biochemists, and pharmaceutical experts conducting research in the fields of stem cell biology, molecular aspects of stem cell research, tissue engineering, regenerative medicine, cellular therapy, OMICs, bioinformatics, and ethics.

Systems Biology Approaches: Prevention, Diagnosis, and Understanding Mechanisms of Complex Diseases

Author : Sanket Joshi
Publisher : Springer Nature
ISBN 13 : 9819994624
Total Pages : 587 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Systems Biology Approaches: Prevention, Diagnosis, and Understanding Mechanisms of Complex Diseases by : Sanket Joshi

Download or read book Systems Biology Approaches: Prevention, Diagnosis, and Understanding Mechanisms of Complex Diseases written by Sanket Joshi and published by Springer Nature. This book was released on with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence in Healthcare

Author : Adam Bohr
Publisher : Academic Press
ISBN 13 : 0128184396
Total Pages : 385 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

Omics Technologies and Bio-engineering

Author : Debmalya Barh
Publisher : Academic Press
ISBN 13 : 0128047496
Total Pages : 645 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Omics Technologies and Bio-engineering by : Debmalya Barh

Download or read book Omics Technologies and Bio-engineering written by Debmalya Barh and published by Academic Press. This book was released on 2017-12-01 with total page 645 pages. Available in PDF, EPUB and Kindle. Book excerpt: Omics Technologies and Bio-Engineering: Towards Improving Quality of Life, Volume 1 is a unique reference that brings together multiple perspectives on omics research, providing in-depth analysis and insights from an international team of authors. The book delivers pivotal information that will inform and improve medical and biological research by helping readers gain more direct access to analytic data, an increased understanding on data evaluation, and a comprehensive picture on how to use omics data in molecular biology, biotechnology and human health care. - Covers various aspects of biotechnology and bio-engineering using omics technologies - Focuses on the latest developments in the field, including biofuel technologies - Provides key insights into omics approaches in personalized and precision medicine - Provides a complete picture on how one can utilize omics data in molecular biology, biotechnology and human health care

Frontotemporal Dementias

Author : Bernardino Ghetti
Publisher : Springer Nature
ISBN 13 : 3030511405
Total Pages : 320 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Frontotemporal Dementias by : Bernardino Ghetti

Download or read book Frontotemporal Dementias written by Bernardino Ghetti and published by Springer Nature. This book was released on 2021-01-12 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Under the name of Frontotemporal Dementias (FTD) numerous hereditary and sporadic disorders are listed. FTD may take away speech and language, social skills and ethical judgement, wishes and will, empathy and emotions; it may also impair motor functions. FTD may affect men and women in midlife or during old age leading to the demolition of the uniqueness of the human mind. In the last decade of the 20th century and in the first two decades of the 21st century, progress in the understanding of clinical, neuropathological, biochemical, and genetic aspects of FTD has accelerated. The novel awareness about FTD has directed young generations of researchers toward the study of this complex group of disorders. This Volume has been formulated with the participation of some of the leading scientists who have contributed to the development of knowledge in the clinical and basic science arenas. It captures the current central elements that are relevant to an up-to-date understanding of causes and pathogenesis of multiple forms of FTD. The volume is an opus that represents a distillation of the work of many scientists and addresses the current directions in the study of one of the most complex groups of diseases. In view of its structure, the book could also be used as a textbook, that offers both a broad and deep analysis of major areas in FTD. This book, planned by the International Society for Frontotemporal Dementias, is distinctive as it opens a window to a wide landscape about the biology of FTD. Thus, the book represents a moment of reflection on the present state of our knowledge of FTD and a collective vision toward scientific progress. The authors of each chapter share their knowledge and vision aimed at reducing the suffering which is caused by FTD.

Systems Biology and the Challenge of Deciphering the Metabolic Mechanisms Underlying Cancer

Author : Osbaldo Resendis-Antonio
Publisher : Frontiers Media SA
ISBN 13 : 2889453332
Total Pages : 144 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Systems Biology and the Challenge of Deciphering the Metabolic Mechanisms Underlying Cancer by : Osbaldo Resendis-Antonio

Download or read book Systems Biology and the Challenge of Deciphering the Metabolic Mechanisms Underlying Cancer written by Osbaldo Resendis-Antonio and published by Frontiers Media SA. This book was released on 2017-11-23 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the discovery of the Warburg effect in the 1920s cancer has been tightly associated with the genetic and metabolic state of the cell. One of the hallmarks of cancer is the alteration of the cellular metabolism in order to promote proliferation and undermine cellular defense mechanisms such as apoptosis or detection by the immune system. However, the strategies by which this is achieved in different cancers and sometimes even in different patients of the same cancer is very heterogeneous, which hinders the design of general treatment options. Recently, there has been an ongoing effort to study this phenomenon on a genomic scale in order to understand the causality underlying the disease. Hence, current “omics” technologies have contributed to identify and monitor different biological pieces at different biological levels, such as genes, proteins or metabolites. These technological capacities have provided us with vast amounts of clinical data where a single patient may often give rise to various tissue samples, each of them being characterized in detail by genomescale data on the sequence, expression, proteome and metabolome level. Data with such detail poses the imminent problem of extracting meaningful interpretations and translating them into specific treatment options. To this purpose, Systems Biology provides a set of promising computational tools in order to decipher the mechanisms driving a healthy cell’s metabolism into a cancerous one. However, this enterprise requires bridging the gap between large data resources, mathematical analysis and modeling specifically designed to work with the available data. This is by no means trivial and requires high levels of communication and adaptation between the experimental and theoretical side of research.