Smart Diagnostics For Neurodegenerative Disorders

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Smart Diagnostics for Neurodegenerative Disorders

Author : Arpana Parihar
Publisher : Elsevier
ISBN 13 : 0323955401
Total Pages : 379 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Smart Diagnostics for Neurodegenerative Disorders by : Arpana Parihar

Download or read book Smart Diagnostics for Neurodegenerative Disorders written by Arpana Parihar and published by Elsevier. This book was released on 2023-08-20 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Diagnostics for Neurodegenerative Disorders: Neuro-sensors explores all available biosensor-based approaches and technologies as well as their use in the diagnosis, prognosis and therapeutic management of a variety of neurological disorders such as Alzheimer's, Parkinson's and epileptic disorders. The book also discusses contemporary and revolutionary biosensor platforms that are being used to produce a quantitative quick lab-on-a-chip point-of-care (POC) assay for several types of predictive and diagnostic biomarkers linked with neurodegenerative disorders. It offers a combinatorial strategy for learning recent advances and designing new biosensor-based technologies in the fields of medical science, engineering and biomedical technology. Early detection of neurological conditions has the potential to treat the disease and extend the life expectancy of patients. Recent improvements in biosensor-based approaches that target specific cell surface biomarkers can be used for early detection of neurodegenerative disease. Provides an in-depth understanding of biomarkers associated with neurodegenerative disease to build and create a variety of biosensors Presents biosensor-based strategies to create and construct enhanced platforms for quick diagnosis of biomarkers linked to a variety of neurological illnesses Discusses the current challenges and future trends in developing diagnostic devices for early detection of neurodegenerative disorders, presenting new avenues for more sensitive and selective point-of-care devices

Molecular Diagnostics in the Detection of Neurodegenerative Disorders

Author : Megha Agrawal
Publisher : Frontiers Media SA
ISBN 13 : 2889451941
Total Pages : 92 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Molecular Diagnostics in the Detection of Neurodegenerative Disorders by : Megha Agrawal

Download or read book Molecular Diagnostics in the Detection of Neurodegenerative Disorders written by Megha Agrawal and published by Frontiers Media SA. This book was released on 2017-07-04 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neurodegeneration is characterized by the progressive loss of neural tissue that result in various neurodegeneration-initiated cerebral failures and complex diseases such as Alzheimer’s disease, Parkinson’s disease, Huntington’s disease. All these medical conditions are accompanied by the disruption of blood-brain barrier (BBB). The BBB is an interface, separating the brain from the circulatory system and protecting the central nervous system from potentially harmful chemicals while regulating transport of essential molecules and maintaining a stable environment. Owing to the inability of the neurons to regenerate on their own after neurodegeneration or severe damage to the neural tissue, neurodegenerative disorders do not have natural cures on their own. Neuroregeneration is a viable way to curb neurodegeneration. One of the current approaches is stem cell-based therapy that has been shown to be potentially helpful for the application of neuronal cell replacement for neuroregeneration. It is vital that the neurodegenerative disorder being detected at an early stage as it can provide a chance for treatment that may be helpful to prevent further progression of the fatal disease. Thus, research has focused on developing effective non-invasive diagnostic methods for early detection of these disorders. Molecular diagnostics can provide a powerful method to detect and diagnose various neurological disorders. Such diagnosis can enhance early detection, provide subsequent medical counsel based on medical pathway, as well as to gain better insight of neurogenesis and hopefully eventual cure of the neurodegenerative diseases. With research reports, reviews, mini-reviews and commentary, this research topic covers a wide range of areas in neurodegeneration research, including diagnosis and prognosis; regulating central nervous system; biomarkers and brain injury induced neurobehavioral outcomes among other timely reports on neurodegeneration.

Recent Advancements in Smart Remote Patient Monitoring, Wearable Devices, and Diagnostics Systems

Author : Zeshan, Furkh
Publisher : IGI Global
ISBN 13 : 1668464357
Total Pages : 299 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Recent Advancements in Smart Remote Patient Monitoring, Wearable Devices, and Diagnostics Systems by : Zeshan, Furkh

Download or read book Recent Advancements in Smart Remote Patient Monitoring, Wearable Devices, and Diagnostics Systems written by Zeshan, Furkh and published by IGI Global. This book was released on 2023-01-13 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Different healthcare technologies have been in use for decades. These technologies are continuously evolving and changing the way medicine will be practiced in the future. These technologies allow medical practice from anywhere, at any time, and from any device. These technologies are mainly concerned with the resources, devices, and methods required to optimize the acquisition, storage, retrieval, processing, and use of information in health. Recent Advancements in Smart Remote Patient Monitoring, Wearable Devices, and Diagnostics Systems provides relevant theoretical and practical frameworks, as well as the latest empirical research findings in the area. It provides insights and supports executives concerned with remote patient monitoring through wearable devices and diagnostics systems. Covering topics such as cloud computing, obesity monitoring systems, and photoacoustic imaging, this premier reference source is an essential resource for hospital administrators, medical technicians, healthcare professionals, medical students and educators, librarians, researchers, and academicians.

Nanofabrication for Smart Nanosensor Applications

Author : Fernando Gomes
Publisher : Elsevier
ISBN 13 : 0128235551
Total Pages : 474 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Nanofabrication for Smart Nanosensor Applications by : Fernando Gomes

Download or read book Nanofabrication for Smart Nanosensor Applications written by Fernando Gomes and published by Elsevier. This book was released on 2020-06-18 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nanofabrication for Smart Nanosensor Applications addresses the design, manufacture and applications of a variety of nanomaterials for sensing applications. In particular, the book explores how nanofabrication techniques are used to create more efficient nanosensors, examines their major applications in biomedicine and environmental science, discusses the fundamentals of how nanosensors work, explores different nanofabrication techniques, and comments on toxicity and safety issues relating to the creation of nanosensors using certain nanomaterial classes. This book is an important resource for materials scientists and engineers who want to make materials selection decisions for the creation of new nansensor devices. Summarizes current research and applications of a variety of nanofabrication techniques for the creation of efficient sensing devices Provides readers with an understanding of surfaces and interfaces, a key challenge for those working on hybrid nanomaterials, carbon nanotubes, graphene, polymers and liquid crystal electro-optical imaging Discusses the variability and sight recognition of biopolymers, such as DNA molecules, which offer a wide range of opportunities for the self-organization of nanostructures into much more complex patterns

Computational Intelligence for Oncology and Neurological Disorders

Author : Mrutyunjaya Panda
Publisher : CRC Press
ISBN 13 : 1040085628
Total Pages : 292 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Computational Intelligence for Oncology and Neurological Disorders by : Mrutyunjaya Panda

Download or read book Computational Intelligence for Oncology and Neurological Disorders written by Mrutyunjaya Panda and published by CRC Press. This book was released on 2024-07-15 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the advent of computational intelligence-based approaches, such as bio-inspired techniques, and the availability of clinical data from various complex experiments, medical consultants, researchers, neurologists, and oncologists, there is huge scope for CI-based applications in medical oncology and neurological disorders. This book focuses on interdisciplinary research in this field, bringing together medical practitioners dealing with neurological disorders and medical oncology along with CI investigators. The book collects high-quality original contributions, containing the latest developments or applications of practical use and value, presenting interdisciplinary research and review articles in the field of intelligent systems for computational oncology and neurological disorders. Drawing from work across computer science, physics, mathematics, medical science, psychology, cognitive science, oncology, and neurobiology among others, it combines theoretical, applied, computational, experimental, and clinical research. It will be of great interest to any neurology or oncology researchers focused on computational approaches.

Nanoscience and Nanotechnology for Smart Prevention, Diagnostics and Therapeutics

Author : Sathish-Kumar Kamaraj
Publisher : John Wiley & Sons
ISBN 13 : 1394175205
Total Pages : 330 pages
Book Rating : 4.3/5 (941 download)

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Book Synopsis Nanoscience and Nanotechnology for Smart Prevention, Diagnostics and Therapeutics by : Sathish-Kumar Kamaraj

Download or read book Nanoscience and Nanotechnology for Smart Prevention, Diagnostics and Therapeutics written by Sathish-Kumar Kamaraj and published by John Wiley & Sons. This book was released on 2024-07-15 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents the fundamentals of nanomaterials, discusses the direct applications of nanomaterials to the biomedical sector, and explores the potential therapeutic applications of nanotheranostics. This book focuses on the fundamental features of various nanomaterials that are related to the development of biomedical technologies. These fundamental qualities are broken up into three parts: prevention, diagnostics, and therapeutics. When it comes to infectious diseases, prevention is of the utmost importance. Highly advanced nanomaterials including silver, titanium, graphene-based filters, and copper nanoparticles are used to fight infectious illnesses. Once the symptoms have been recognized in the patients, through the use of effective and straightforward nanodiagnostic techniques, the diseases can be accurately localized in either a qualitative or quantitative manner. Nanodiagnostics tools currently dominate the field of biomedical diagnostics because of their high degree of accuracy, low requirement for samples and reagents, user-friendliness, portability, and capacity to perform point-of-care (POC) applications. Nanomaterials are widely used in imaging due to many factors, including: their signal generation and amplification abilities; the ongoing development of reliant new imaging techniques, such as photoacoustic imaging and Raman imaging; their targeting potential, due to the possibility of functionalizing their surface with cancer-targeting moieties; their multimodality, since some nanomaterials can generate signals for more than one imaging technique; and their affordability. Modern therapeutics explores the various nanotechnological advances to cure the site-specific cancer treatment most prominently. The book explores the fundamentals of nanomaterials and discloses their direct application to the biomedical field. Finally, the book discusses future therapeutic applications of nanotheranostics. Audience The book will be read by scientists, researchers, and post-graduate students in the biomedical-related engineering field, nanoscience and nanotechnology, materials science, and bionanotechnology.

Intelligent Hydrogels in Diagnostics and Therapeutics

Author : Anujit Ghosal
Publisher : CRC Press
ISBN 13 : 1000056104
Total Pages : 148 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Intelligent Hydrogels in Diagnostics and Therapeutics by : Anujit Ghosal

Download or read book Intelligent Hydrogels in Diagnostics and Therapeutics written by Anujit Ghosal and published by CRC Press. This book was released on 2020-05-27 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the potential of hydrogels as a multiutility system and their benefits (biocompatibility, degradability, and supporting scaffolds) for a wide range of applications in diagnostics and therapeutics. It also discusses the future prospects and challenges facing hydrogels. A wide variety of smart hydrogels (conducting, stimuli responsive, and others) with possible biomedical applications are elaborated. The book demonstrates the effectiveness of hydrogels in diagnostics of diseases in various in vivo and in vitro environments and highlights the engineering/functionalization of hydrogels for everyday drug dosage as an efficient drug carrier, scaffold, and sensing application. Explores the potential of hydrogels as a multifunctional system and their benefits, particularly for biomedical applications in diagnostics as well as therapeutics. Highlights the designing and engineering of hydrogels for everyday drug dosage and possible functionalization to fabricate an efficient drug carrier. Examines the significance of biopolymer-based hydrogels and their responsiveness in different physiological fluids. Demonstrates the effectiveness of hydrogels in diagnostics of diseases in various in,vivo and in,vitro environments. Presents challenges associated with the hydrogels and discusses possible in-hand modifications at length. Dr. Anujit Ghosal worked in the School of Biotechnology, Jawaharlal Nehru University, India. Currently, he is affiliated with the School of Life Sciences, Beijing Institute of Technology, Beijing, PRC. Dr. Ghosal researches in biochemistry, polymer chemistry, and nanotechnology. He has been the recipient of prestigious fellowships throughout his research career. His research ability is proven by his published peer-reviewed research and review articles and contributed book chapters. Dr. Ajeet Kaushik works as an assistant professor of chemistry and is exploring advanced electrochemical sensing systems and nanomedicine for personalized health wellness at the Department of Natural Sciences of the Division of Science, Arts, and Mathematics at Florida Polytechnic University, Lakeland, US. He is the recipient of various reputed awards for his service in the area of nanobiotechnology for health care. His excellent research credentials are reflected by his four edited books, 100 international research peer-reviewed publications, and three patents in the area of nanomedicine and smart biosensors for personalized health care.

Advanced Biosensors for Virus Detection

Author : Raju Khan
Publisher : Academic Press
ISBN 13 : 0323859895
Total Pages : 478 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Advanced Biosensors for Virus Detection by : Raju Khan

Download or read book Advanced Biosensors for Virus Detection written by Raju Khan and published by Academic Press. This book was released on 2022-03-04 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Biosensors for Virus Detection: Smart Diagnostics to Combat Against the SARS-CoV2 Pandemic covers the development of biosensor-based approaches for the diagnosis and prognosis of viral infections, specifically coronaviruses. The book discusses wide-ranging topics of available biosensor-based technologies and their application for early viral detection. Sections cover the emergence of SARS-CoV, MERS-CoV and SARS-CoV2, the global health response, the impact on affected populations, state-of-the art biomarkers, and risk factors. Specific focus is given to COVID-19, with coverage of genomic profiling, strain variation and the pathogenesis of SARS-CoV2. In addition, current therapeutics, nano-abled advancements and challenges in the detection of SARS-CoV2 and COVID-19 management are discussed, along with the role of nanomaterials in the development of biosensors and how biosensors can be scaled up for clinical applications and commercialization. Deals with biosensors-based approaches that could be exploited to design and develop high throughput, rapid and cost-effective diagnostics technologies for the early detection of viral infections Illustrates the development of multiplexed, miniaturized analytical systems for point-of-care applications Provides information about fabrication protocols for various biosensor based diagnostic approaches that could be directly implemented to develop a novel biosensor Includes the past, present and future status of biosensors, along with information about biosensors currently under clinical trials

Nanomaterials for Drug Delivery and Neurological Diseases Management

Author : Santosh Kumar Rath
Publisher : Springer Nature
ISBN 13 : 9819703085
Total Pages : 422 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Nanomaterials for Drug Delivery and Neurological Diseases Management by : Santosh Kumar Rath

Download or read book Nanomaterials for Drug Delivery and Neurological Diseases Management written by Santosh Kumar Rath and published by Springer Nature. This book was released on with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Smart Technologies in Healthcare Management

Author : Nidhi Sindhwani
Publisher : CRC Press
ISBN 13 : 1040030203
Total Pages : 229 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Smart Technologies in Healthcare Management by : Nidhi Sindhwani

Download or read book Smart Technologies in Healthcare Management written by Nidhi Sindhwani and published by CRC Press. This book was released on 2024-06-28 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering a holistic view of the pioneering trends and innovations in smart healthcare management, this book focuses on the methodologies, frameworks, design issues, tools, architectures, and technologies necessary to develop and understand intelligent healthcare systems and emerging applications in the present era. Smart Technologies in Healthcare Management: Pioneering Trends and Applications provides an overview of various technical and innovative aspects, challenges, and issues in smart healthcare, along with recent and novel findings. It highlights the latest advancements and applications in the field of intelligent systems and explores the importance of cloud computing and the design of sensors in an IoT system. The book offers algorithms and a framework with models in machine learning and AI for smart healthcare management. A detailed flow chart and innovative and modified methodologies related to intelligent computing in healthcare are discussed, as well as real-world-based examples so that readers can compare technical concepts with daily life concepts. This book will be a useful reference for academicians and the healthcare industry, along with professionals interested in exploring innovations in varied applicational areas of AI, IoT, and machine learning. Researchers, startup companies, and entrepreneurs will also find this book of interest.

Ocular Motor and Vestibular Function in Neurometabolic, Neurogenetic, and Neurodegenerative Disorders

Author : Aasef G. Shaikh
Publisher : Frontiers Media SA
ISBN 13 : 2889455637
Total Pages : 247 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Ocular Motor and Vestibular Function in Neurometabolic, Neurogenetic, and Neurodegenerative Disorders by : Aasef G. Shaikh

Download or read book Ocular Motor and Vestibular Function in Neurometabolic, Neurogenetic, and Neurodegenerative Disorders written by Aasef G. Shaikh and published by Frontiers Media SA. This book was released on 2018-08-29 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eye movements provide rich source of information about brain functioning for neurologists and neuroscientists. They provide diagnostic clues, define, and localize motor and cognitive disorders. Objective eye movement assessments associated with clinical observation and genetic testing in neurodegenerative, neurometabolic, and neurogenetic diseases provide insight into their pathophysiology and disease mechanism. Finally the eye movements may be used for testing and following the response to therapies. The concrete value of studying eye movement stems from a number of advantages compared to the study of movements of axial or limb muscles. The eye movements are accessible to clinical inspection, they can be measured precisely, their interpretation is clear and therefore ocular motility examination has high localization value. There are several standardized tasks to study of each subclass of eye movements that are recognized for motor or cognitive behavior. Indeed the studies of eye movement had allowed test of motor and cognitive functions of the brain in a vast range of neurological disease. Both cortical and subcortical dysfunctions may be detected with the analysis of subclasses of eye movements and interpreted in association with other clinical, laboratory and neuroimaging features. The goal of this topic-focused volume of Frontiers in Neurology is to gather seminal studies, from well-known scientists and laboratories from across the world, delineating the features of eye movements and vestibular system in neurogenetic, neurometabolic, and neurodegenerative disorders. Such collection of articles, to our knowledge, is unique and never done in the past. The topics and the compilation will be of interest to broad groups of neuroscientists and neurologists for the reasons as follows: 1) Neurodegenerative diseases represent a large portion of neurological diseases encountered in neurological clinical practice. Eye movement changes may occur early in their course and may be specific, thus orienting the diagnosis. 2) Neurometabolic and neurogenetic conditions, although rare, show specific and characteristic eye movements that represent the hallmark of the disease. Such disorders often represent a pathologic model that helps to understand the normal functioning of specific brain regions and networks.

Reviews on Biomarker Studies in Psychiatric and Neurodegenerative Disorders

Author : Paul C. Guest
Publisher : Springer
ISBN 13 : 3030055426
Total Pages : 328 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Reviews on Biomarker Studies in Psychiatric and Neurodegenerative Disorders by : Paul C. Guest

Download or read book Reviews on Biomarker Studies in Psychiatric and Neurodegenerative Disorders written by Paul C. Guest and published by Springer. This book was released on 2019-02-12 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes a series of reviews on general aspects of biomarker use in the study of psychiatric and neurodegenerative diseases and the development of medications involved in their treatment. It describes the pros and cons of the various approaches and covers the successes and failures in this research field. It is only by a thorough understanding of the shortcomings that progress can be made. The overall goal is to facilitate the understanding and treatment of these disorders, by providing a viable mechanism of catching up with other areas of modern medicine, such as diabetes and heart disease. Finally, it is anticipated that the development and application of valid biomarker tests and the leveraging of novel drug targets will help the fields of psychiatry on neurodegenerative disorders move into the area of personalized medicine where the right patients can receive the right medication at the right time for the best possible outcome.

Block Co-polymeric Nanocarriers: Design, Concept, and Therapeutic Applications

Author : Neeraj Mishra
Publisher : Springer Nature
ISBN 13 : 9819969174
Total Pages : 440 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Block Co-polymeric Nanocarriers: Design, Concept, and Therapeutic Applications by : Neeraj Mishra

Download or read book Block Co-polymeric Nanocarriers: Design, Concept, and Therapeutic Applications written by Neeraj Mishra and published by Springer Nature. This book was released on 2023-11-29 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on current advancements in the field of block copolymers and covers design, concept, and various therapeutic applications in the drug delivery. It also reviews the use of block copolymers in drug delivery applications from the development of sustained release products to smart polymeric delivery systems such as stimuli-responsive polymeric systems, for example, thermosensitive, redox-sensitive, photo-sensitive, and enzyme-sensitive. The book further discusses the nano assemblies from amphiphilic block copolymers as nanomedicine platforms for diagnosis and therapy due to their relatively small size, high drug loading capacity, controlled drug release, in vivo stability, and prolonged blood circulation. The chapters also review the various patents and ongoing clinical trials on the applications, covering several important new concepts and findings in the field of block copolymers. The book is aimed at researchers, academicians, and industrial scientists involved in the development of drug-delivery systems based on polymers.

Artificial Intelligence for Neurological Disorders

Author : Ajith Abraham
Publisher : Academic Press
ISBN 13 : 0323902782
Total Pages : 434 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Artificial Intelligence for Neurological Disorders by : Ajith Abraham

Download or read book Artificial Intelligence for Neurological Disorders written by Ajith Abraham and published by Academic Press. This book was released on 2022-09-23 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence for Neurological Disorders provides a comprehensive resource of state-of-the-art approaches for AI, big data analytics and machine learning-based neurological research. The book discusses many machine learning techniques to detect neurological diseases at the cellular level, as well as other applications such as image segmentation, classification and image indexing, neural networks and image processing methods. Chapters include AI techniques for the early detection of neurological disease and deep learning applications using brain imaging methods like EEG, MEG, fMRI, fNIRS and PET for seizure prediction or neuromuscular rehabilitation. The goal of this book is to provide readers with broad coverage of these methods to encourage an even wider adoption of AI, Machine Learning and Big Data Analytics for problem-solving and stimulating neurological research and therapy advances. Discusses various AI and ML methods to apply for neurological research Explores Deep Learning techniques for brain MRI images Covers AI techniques for the early detection of neurological diseases and seizure prediction Examines cognitive therapies using AI and Deep Learning methods

Theranostic Applications of Nanotechnology in Neurological Disorders

Author : Akash Gautam
Publisher : Springer Nature
ISBN 13 : 9819995108
Total Pages : 325 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Theranostic Applications of Nanotechnology in Neurological Disorders by : Akash Gautam

Download or read book Theranostic Applications of Nanotechnology in Neurological Disorders written by Akash Gautam and published by Springer Nature. This book was released on with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Detection of Biomarkers

Author : Sibel A. Ozkan
Publisher : Academic Press
ISBN 13 : 0128230754
Total Pages : 615 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis The Detection of Biomarkers by : Sibel A. Ozkan

Download or read book The Detection of Biomarkers written by Sibel A. Ozkan and published by Academic Press. This book was released on 2021-12-05 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reliable, precise and accurate detection and analysis of biomarkers remains a significant challenge for clinical researchers. Methods for the detection of biomarkers are rather complex, requiring pre-treatment steps before analysis can take place. Moreover, comparing various biomarker assays and tracing research progress in this area systematically is a challenge for researchers. The Detection of Biomarkers presents developments in biomarker detection, including methods tools and strategies, biosensor design, materials, and applications. The book presents methods, materials and procedures that are simple, precise, sensitive, selective, fast and economical, and therefore highly practical for use in clinical research scenarios. This volume situates biomarker detection in its research context and sets out future prospects for the area. Its 20 chapters offer a comprehensive coverage of biomarkers, including progress on nanotechnology, biosensor types, synthesis, immobilization, and applications in various fields. The book also demonstrates, for students, how to synthesize and immobilize biosensors for biomarker assay. It offers researchers real alternative and innovative ways to think about the field of biomarker detection, increasing the reliability, precision and accuracy of biomarker detection. Locates biomarker detection in its research context, setting out present and future prospects Allows clinical researchers to compare various biomarker assays systematically Presents new methods, materials and procedures that are simple, precise, sensitive, selective, fast and economical Gives innovative biomarker assays that are viable alternatives to current complex methods Helps clinical researchers who need reliable, precise and accurate biomarker detection methods

Data Analysis for Neurodegenerative Disorders

Author : Deepika Koundal
Publisher : Springer Nature
ISBN 13 : 9819921546
Total Pages : 267 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Data Analysis for Neurodegenerative Disorders by : Deepika Koundal

Download or read book Data Analysis for Neurodegenerative Disorders written by Deepika Koundal and published by Springer Nature. This book was released on 2023-05-31 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the challenges involved in handling medical big data in the diagnosis of neurological disorders. It discusses how to optimally reduce the number of neuropsychological tests during the classification of these disorders by using feature selection methods based on the diagnostic information of enrolled subjects. The book includes key definitions/models and covers their applications in different types of signal/image processing for neurological disorder data. An extensive discussion on the possibility of enhancing the abilities of AI systems using the different data analysis is included. The book recollects several applicable basic preliminaries of the different AI networks and models, while also highlighting basic processes in image processing for various neurological disorders. It also reports on several applications to image processing and explores numerous topics concerning the role of big data analysis in addressing signal and image processing in various real-world scenarios involving neurological disorders. This cutting-edge book highlights the analysis of medical data, together with novel procedures and challenges for handling neurological signals and images. It will help engineers, researchers and software developers to understand the concepts and different models of AI and data analysis. To help readers gain a comprehensive grasp of the subject, it focuses on three key features: ● Presents outstanding concepts and models for using AI in clinical applications involving neurological disorders, with clear descriptions of image representation, feature extraction and selection. ● Highlights a range of techniques for evaluating the performance of proposed CAD systems for the diagnosis of neurological disorders. ● Examines various signal and image processing methods for efficient decision support systems. Soft computing, machine learning and optimization algorithms are also included to improve the CAD systems used.