Nanomaterials Based Sensing Platforms

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Nanomaterials-Based Sensing Platforms

Author : Aneeya K. Samantara
Publisher : CRC Press
ISBN 13 : 1000427692
Total Pages : 308 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Nanomaterials-Based Sensing Platforms by : Aneeya K. Samantara

Download or read book Nanomaterials-Based Sensing Platforms written by Aneeya K. Samantara and published by CRC Press. This book was released on 2022-02-03 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensors are effective tools used to carry out cost-effective, fast, and reliable sensing for a wide range of applications. This volume presents a brief history behind sensing technology and highlights a broad range of biosensing techniques based on optical and electrochemical response methods. Starting from the traditional enzyme-based biosensing method to functionalized nanostructure-based sensors, this book also provides a detailed overview of some of the advanced sensing methodologies based on photonic crystal cavity-based sensing devices. The authors showcase the extraordinary success of nanomaterials, their current strategical exploitation, and an unprecedented pool of possibilities they hold for the future. Many of the technologies have been developed recently for the sensing of various bioanalytes and molecules, some of which have been included in this book through dedicated chapters. The book looks at various sensors, such as for biosensing, electrochemical sensing, gas sensing, photoelectrochemical sensing, and colorimetric sensing, all of which have shown vast potential.

Functionalized Nanomaterial-Based Electrochemical Sensors

Author : Jamballi G. Manjunatha
Publisher : Woodhead Publishing
ISBN 13 : 0128241853
Total Pages : 612 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Functionalized Nanomaterial-Based Electrochemical Sensors by : Jamballi G. Manjunatha

Download or read book Functionalized Nanomaterial-Based Electrochemical Sensors written by Jamballi G. Manjunatha and published by Woodhead Publishing. This book was released on 2022-01-11 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Functionalized Nanomaterial-Based Electrochemical Sensors: Principles, Fabrication Methods, and Applications provides a comprehensive overview of materials, functionalized interfaces, fabrication strategies and application areas. Special attention is given to the remaining challenges and opportunities for commercial realization of functionalized nanomaterial-based electrochemical sensors. An assortment of nanomaterials has been investigated for their incorporation into electrochemical sensors. For example, carbon- based nanomaterials (carbon nanotube, graphene and carbon fiber), noble metals (Au, Ag and Pt), polymers (nafion, polypyrrole) and non-noble metal oxides (Fe2O3, NiO, and Co3O4). The most relevant materials are discussed in the book with an emphasis on their evaluation of their realization in commercial applications. Application areas touched on include the environment, food and medicine industries. Health, safety and regulation considerations are touched on, along with economic and commercialization trends. - Introduces the principles of nanomaterials for electrochemical sensing applications - Reviews the most relevant fabrication strategies for functionalized nanomaterial-based electrochemical sensing platforms - Discusses considerations for the commercial realization of functionalized nanomaterial-based electrochemical sensors in the environment, food and point-of-care applications

Disposable Electrochemical Sensors for Healthcare Monitoring

Author : Dr A. Pandikumar
Publisher : Royal Society of Chemistry
ISBN 13 : 1839163143
Total Pages : 466 pages
Book Rating : 4.8/5 (391 download)

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Book Synopsis Disposable Electrochemical Sensors for Healthcare Monitoring by : Dr A. Pandikumar

Download or read book Disposable Electrochemical Sensors for Healthcare Monitoring written by Dr A. Pandikumar and published by Royal Society of Chemistry. This book was released on 2021-05-05 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Disposable electrodes have been widely used as a sensing platform in electrical and electrochemical sensors owing to the possibility of quantitative detection using clinical biomarkers with high precision, sensitivity and reproducibility, which are necessary for accurate diagnosis of the health condition of an individual. This book focusses on the emerging disposable electrochemical sensors in the health sector and the advancement of analytical devices to monitor diabetic, cancer and cardiovascular patients using different nanomaterials. It discusses the upcoming strategies, advantages and the limitations of the existing devices using disposable electrodes. Uniquely, it covers in-depth knowledge of mechanistic features of various designs of screen-printing electrodes and the material aspects required of sensors developed for the healthcare field. It also looks at the portable devices using a variety of materials and the future directions for research in this area. Appealing to the health care industry, this book is aimed at academic and research institutes at both the graduate and postgraduate level. The contributors are leading experts in the field and they are providing guidance for the next decade of research in the field of disposable electrochemical biosensors.

Nanomaterials Design for Sensing Applications

Author : Olena V. Zenkina
Publisher : Elsevier
ISBN 13 : 0128145064
Total Pages : 368 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Nanomaterials Design for Sensing Applications by : Olena V. Zenkina

Download or read book Nanomaterials Design for Sensing Applications written by Olena V. Zenkina and published by Elsevier. This book was released on 2019-03-13 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nanomaterials Design for Sensing Applications examines chemosensors, beginning with molecules that are able to respond to certain stimuli and then showing their assembly and incorporation into sensing materials. The mechanisms of their action for the detection of ions, specific molecules and biostructures, are also covered. A major theme is the affordability of sensors, with particular attention paid to inexpensive and reliable colorimetric sensors that can be read by the naked eye. The book also delves into the development of sensors that utilize existing RFID infrastructure and introduces a novel strategy for the development of self-healing sensing platforms. This book will help readers develop a better understanding of the types of materials used for sensing at the nano level, while also providing an insightful overview on recent advances in this important area. - Demonstrates how the use of nanomaterials allows for the creation of cheaper, more reliable sensors - Shows how metal oxide nanostructures are used as both sensors and supports for embedded organic and organometallic sensing molecules - Explores a novel sensing methodology resulting from the integration of nanostructured sensors into radio frequency identification tags

Carbon Nanomaterials-Based Sensors

Author : Jamballi G. Manjunatha
Publisher : Elsevier
ISBN 13 : 0323911749
Total Pages : 466 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Carbon Nanomaterials-Based Sensors by : Jamballi G. Manjunatha

Download or read book Carbon Nanomaterials-Based Sensors written by Jamballi G. Manjunatha and published by Elsevier. This book was released on 2022-04-27 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Carbon Nanomaterials-Based Sensors: Emerging Research Trends in Devices and Applications covers the most recent research and design trends for carbon nanomaterials-based sensors for a variety of applications, including clinical and environmental uses, and more. Carbon nanomaterials-based sensors can be used with high sensitivity, stability and accuracy compared to other techniques. Written by experts in their given fields from around the world, this book helps researchers solve the particular challenges they face when developing new types of sensors. It instructs how to make sensitive, selective, robust, fast-response and stable carbon nanomaterial-based sensors, as well as how to utilize them in real life. Covers the environmental monitoring and analytical implications of electro-analytical methods, one of the most dynamically developing branches of carbon nanomaterials Includes a complete discussion of functionalized nanostructure materials reformulated with noble materials and advanced characteristics for improved applications when compared to standard materials Covers sustainability and challenges in the commercialization of carbon nanomaterials-based sensors

Biosensors Based on Nanomaterials and Nanodevices

Author : Jun Li
Publisher : CRC Press
ISBN 13 : 1466551526
Total Pages : 517 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Biosensors Based on Nanomaterials and Nanodevices by : Jun Li

Download or read book Biosensors Based on Nanomaterials and Nanodevices written by Jun Li and published by CRC Press. This book was released on 2017-12-19 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biosensors Based on Nanomaterials and Nanodevices links interdisciplinary research from leading experts to provide graduate students, academics, researchers, and industry professionals alike with a comprehensive source for key advancements and future trends in nanostructured biosensor development. It describes the concepts, principles, materials, device fabrications, functions, system integrations, and applications of various types of biosensors based on signal transduction mechanisms, including fluorescence, photonic crystal, surface-enhanced Raman scattering, electrochemistry, electro-luminescence, field-effect transistor, and magnetic effect. The book: Explains how to utilize the unique properties of nanomaterials to construct nanostructured biosensors to achieve enhanced performance Features examples of biosensors based on both typical and emerging nanomaterials, such as gold nanoparticles, quantum dots, graphene, graphene oxides, magnetic nanoparticles, carbon nanotubes, inorganic nanowires/nanorods, plasmonic nanostructures, and photonic crystals Demonstrates the broad applications of nanostructured biosensors in environmental monitoring, food safety, industrial quality assurance, and in vitro and in vivo health diagnosis Inspires new ideas for tackling multiscale and multidisciplinary issues in developing high-performance biosensors for complex practical biomedical problems Focusing on the connection between nanomaterials research and biosensor development, Biosensors Based on Nanomaterials and Nanodevices illustrates the exciting possibilities and critical challenges of biosensors based on nanomaterials and nanodevices for future health monitoring, disease diagnosis, therapeutic treatments, and beyond.

Nanomaterials for Biosensors

Author : Bansi D. Malhotra
Publisher : William Andrew
ISBN 13 : 0128135158
Total Pages : 334 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Nanomaterials for Biosensors by : Bansi D. Malhotra

Download or read book Nanomaterials for Biosensors written by Bansi D. Malhotra and published by William Andrew. This book was released on 2017-10-26 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nanomaterials for Biosensors: Fundamentals and Applications provides a detailed summary of the main nanomaterials used in biosensing and their application. It covers recent developments in nanomaterials for the fabrication of biosensor devices for healthcare diagnostics, food freshness and bioprocessing. The various processes used for synthesis and characterization of nanostructured materials are examined, along with the design and fabrication of bioelectronic devices using nanostructured materials as building blocks. Users will find the fundamentals of the main nanomaterials used in biosensing, helping them visualize a systematic and coherent picture of how nanomaterials are used in biosensors. The book also addresses the role of bio-conjugation of nanomaterials in the construction of nano-biointerfaces for application in biosensors. Such applications, including metal nanoparticles, metal oxide nanoparticles, nanocomposites, carbon nanotubes, conducting polymers and plasmonic nanostructures in biosensing are discussed relative to each nanomaterial concerned. Finally, recent advancements in protein functionalized nanomaterials for cancer diagnostics and bio-imaging are also included. - Provides a detailed study on how nanomaterials are used to enhance sensing capabilities in biosensors - Explains the properties, characterization methods and preparation techniques of the nanomaterials used in biosensing - Arranged in a material-by-material way, making it clear how each nanomaterial should be used

Nanotechnology-Enabled Sensors

Author : Kourosh Kalantar-zadeh
Publisher : Springer Science & Business Media
ISBN 13 : 0387680233
Total Pages : 502 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Nanotechnology-Enabled Sensors by : Kourosh Kalantar-zadeh

Download or read book Nanotechnology-Enabled Sensors written by Kourosh Kalantar-zadeh and published by Springer Science & Business Media. This book was released on 2007-09-19 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nanotechnology provides tools for creating functional materials, devices, and systems by controlling materials at the atomic and molecular scales and making use of novel properties and phenomena. Nanotechnology-enabled sensors find applications in several fields such as health and safety, medicine, process control and diagnostics. This book provides the reader with information on how nanotechnology enabled sensors are currently being used and how they will be used in the future in such diverse fields as communications, building and facilities, medicine, safety, and security, including both homeland defense and military operations.

Nanobiosensors

Author : Alexandru Grumezescu
Publisher : Academic Press
ISBN 13 : 0128043725
Total Pages : 928 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Nanobiosensors by : Alexandru Grumezescu

Download or read book Nanobiosensors written by Alexandru Grumezescu and published by Academic Press. This book was released on 2016-09-28 with total page 928 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nanobiosensors: Nanotechnology in the Agri-Food Industry, Volume 8, provides the latest information on the increasing demand for robust, rapid, inexpensive, and safe alternative technologies that monitor, test, and detect harmful or potentially dangerous foods. Due to their high sensitivity and selectivity, nanobiosensors have attracted attention for their use in monitoring not only biological contaminants in food, but also potential chemical and physical hazards. This book offers a broad overview regarding the current progress made in the field of nanosensors, including cutting-edge technological progress and the impact of these devices on the food industry. Special attention is given to the detection of microbial contaminants and harmful metabolotes, such as toxins and hormones, which have a great impact on both humans and animal health and feed. - Includes the most up-to-date information on nanoparticles based biosensors and quantum dots for biological detection - Provides application methods and techniques for research analysis for bacteriological detection and food testing - Presents studies using analytical tools to improve food safety and quality analysis

Nanobiosensors

Author : Aiguo Wu
Publisher : John Wiley & Sons
ISBN 13 : 3527345108
Total Pages : 412 pages
Book Rating : 4.5/5 (273 download)

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Book Synopsis Nanobiosensors by : Aiguo Wu

Download or read book Nanobiosensors written by Aiguo Wu and published by John Wiley & Sons. This book was released on 2020-06-02 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Containing cutting edge research on the hot topic of nanobiosensor, this book will become highly read Biosensor research has recently re-emerged as most vibrant area in recent years particularly after the advent of novel nanomaterials of multidimensional features and compositions. Nanomaterials of different types and striking properties have played a positive role in giving the boost and accelerated pace to biosensors development technology. Nanobiosensors - From Design to Applications covers several aspects of biosensors beginning from the basic concepts to advanced level research. It will help to bridge the gap between various aspects of biosensors development technology and applications. It covers biosensors related material in broad spectrum such as basic concepts, biosensors & their classification, biomarkers & their role in biosensors, nanostructures-based biosensors, applications of biosensors in human diseases, drug detection, toxins, and smart phone based biosensors. Nanobiosensors - From Design to Applications will prove a source of inspiration for research on biosensors, their local level development and consequently using for practical application in different industries such as food, biomedical diagnosis, pharmaceutics, agriculture, drug discovery, forensics, etc. * Discusses the latest technology and advances in the field of nanobiosensors and their applications in human diseases, drug detection, toxins * Offers a broad and comprehensive view of cutting-edge research on advanced materials such as carbon materials, nitride based nanomaterials, metal and metal oxide based nanomaterials for the fast-developing nanobiosensors research * Goes to a wide scientific and industry audience Nanobiosensors - From Design to Applications is a resource for polymer chemists, spectroscopists, materials scientists, physical chemists, surface chemists, and surface physicists.

Carbon-Based Nanosensor Technology

Author : Christine Kranz
Publisher : Springer
ISBN 13 : 3030118649
Total Pages : 312 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Carbon-Based Nanosensor Technology by : Christine Kranz

Download or read book Carbon-Based Nanosensor Technology written by Christine Kranz and published by Springer. This book was released on 2019-02-13 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Carbon nanomaterials have gained relevance in chem/bio sensing applications owing to their unique chemical, mechanical, electrical, and thermal characteristics. Written by leading experts in the field, this book discusses selected, state-of-the art carbon-based nanomaterials, including nanodiamonds, graphene nanodots, carbon nanopores, and nanocellulose. It presents examples of chem/bio sensing applications ranging from biomedical studies, such as DNA sequencing and neurotransmitter sensing, to heavy-metal detection in environmental monitoring scenarios, and reviews the unique properties of carbon-based nanomaterials with respect to targeted sensing applications. Further, it highlights exciting future applications. Providing comprehensive information for practitioners and scientists working in the field of carbon nanomaterial technologies and their application, it is also a valuable resource for advanced students of analytical chemistry, biochemistry, electrochemistry, materials science, and micro-/nanotechnology and -sensing.

Functionalized Nanomaterials for Biosensing and Bioelectronics Applications

Author : Sudheesh K. Shukla
Publisher : Woodhead Publishing
ISBN 13 : 0128238437
Total Pages : 378 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Functionalized Nanomaterials for Biosensing and Bioelectronics Applications by : Sudheesh K. Shukla

Download or read book Functionalized Nanomaterials for Biosensing and Bioelectronics Applications written by Sudheesh K. Shukla and published by Woodhead Publishing. This book was released on 2024-06-04 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Functionalized Nanomaterials for Biosensing and Bioelectronics Applications: Trends and Challenges describes current and future opportunities for integrating the unique properties of two-dimensional nanomaterials with bioelectronic interfaces. Sections focus on background information and fundamental concepts, review the available functionalized nanomaterials and their properties, explore the integration of functionalized nanomaterials with bioelectronics, including available fabrication and characterization methods, electrical behavior at the interface, and design and synthesis guidelines, and review examples of microsystems where functionalized nanomaterials are being integrated with bioelectronics. This book is suitable for researchers and practitioners in academia and R&D working in materials science and engineering, analytical chemistry and related fields. - Introduces the most common functionalized nanomaterials and their morphologies, properties, and mechanisms for sensing applications - Reviews functionalization and fabrication methods and techniques for the integration of one- and two-dimensional materials for sensing applications - Addresses the most relevant applications of functionalized nanomaterials for biosensing and bioelectronics applications

Carbon Nanomaterials-Based Sensors

Author : Jamballi G. Manjunatha
Publisher : Elsevier
ISBN 13 : 0323984193
Total Pages : 468 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Carbon Nanomaterials-Based Sensors by : Jamballi G. Manjunatha

Download or read book Carbon Nanomaterials-Based Sensors written by Jamballi G. Manjunatha and published by Elsevier. This book was released on 2022-04-28 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Carbon Nanomaterials-Based Sensors: Emerging Research Trends in Devices and Applications covers the most recent research and design trends for carbon nanomaterials-based sensors for a variety of applications, including clinical and environmental uses, and more. Carbon nanomaterials-based sensors can be used with high sensitivity, stability and accuracy compared to other techniques. Written by experts in their given fields from around the world, this book helps researchers solve the particular challenges they face when developing new types of sensors. It instructs how to make sensitive, selective, robust, fast-response and stable carbon nanomaterial-based sensors, as well as how to utilize them in real life. - Covers the environmental monitoring and analytical implications of electro-analytical methods, one of the most dynamically developing branches of carbon nanomaterials - Includes a complete discussion of functionalized nanostructure materials reformulated with noble materials and advanced characteristics for improved applications when compared to standard materials - Covers sustainability and challenges in the commercialization of carbon nanomaterials-based sensors

Advances in Nanosensors for Biological and Environmental Analysis

Author : Aakash Deep
Publisher : Elsevier
ISBN 13 : 0128174579
Total Pages : 162 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Advances in Nanosensors for Biological and Environmental Analysis by : Aakash Deep

Download or read book Advances in Nanosensors for Biological and Environmental Analysis written by Aakash Deep and published by Elsevier. This book was released on 2019-06-14 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Nanosensors for Biological and Environmental Analysis presents the current state-of-art in nanosensors for biological and environmental analysis, also covering commercial aspects. Broadly, the book provides detailed information on the emergence of different types of nanomaterials as transduction platforms used in the development of nanosensors. These include carbon nanotubes, graphene, 2-D transition metal dichalcogenides, conducting polymers and metal organic frameworks. Additional topics include sections on the way nanosensors have inspired new product development in various types of biological and environmental applications that are currently available and on the horizon. - Features detailed information on various types of biological and environmental nanosensors - Gives particular attention to the different categories of advanced functional interfaces, processes for their development, and application areas - Includes the current state-of-the-art in terms of commercial aspects

Recent Developments in Nanomaterial-based Sensing of Human Pathogens

Author : Seshadri Reddy Ankireddy
Publisher : Elsevier
ISBN 13 : 0443185751
Total Pages : 358 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Recent Developments in Nanomaterial-based Sensing of Human Pathogens by : Seshadri Reddy Ankireddy

Download or read book Recent Developments in Nanomaterial-based Sensing of Human Pathogens written by Seshadri Reddy Ankireddy and published by Elsevier. This book was released on 2024-03-11 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent Developments in Nanomaterial-Based Sensing of Human Pathogens gives insights into the alignment of recent developments in the field of nano-sensing of bacterial and viral pathogenic organisms. The book describes the role of biomarkers in the detection of fungal diseases and the importance of mycoplasmas in health and diseases that are naturally resistant to many common antibiotics, such as penicillin. Touching all areas of medical microbiology and analytical biochemistry, this book provides understanding to application-oriented microbial sensing concepts and updates knowledge with respect to recent advances on related aspects of pathogenic sensing. Presents in-depth coverage of nanosensors for a wide range of human pathogens Combines insights from nanotechnology, biology, and medicine for holistic pathogen detection Shows cutting-edge progress in analytics, biomarker detection, and innovative nanodevices for improved pathogen sensing Highlights clinical importance, serving as a valuable resource for pathogen detection and diagnostics

Biosensors and Nanotechnology

Author : Zeynep Altintas
Publisher : John Wiley & Sons
ISBN 13 : 1119065011
Total Pages : 421 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Biosensors and Nanotechnology by : Zeynep Altintas

Download or read book Biosensors and Nanotechnology written by Zeynep Altintas and published by John Wiley & Sons. This book was released on 2017-12-18 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a broad range of information from basic principles to advanced applications of biosensors and nanomaterials in health care diagnostics This book utilizes a multidisciplinary approach to provide a wide range of information on biosensors and the impact of nanotechnology on the development of biosensors for health care. It offers a solid background on biosensors, recognition receptors, biomarkers, and disease diagnostics. An overview of biosensor-based health care applications is addressed. Nanomaterial applications in biosensors and diagnostics are included, covering the application of nanoparticles, magnetic nanomaterials, quantum dots, carbon nanotubes, graphene, and molecularly imprinted nanostructures. The topic of organ-specific health care systems utilizing biosensors is also incorporated to provide deep insight into the very recent advances in disease diagnostics. Biosensors and Nanotechnology: Applications in Health Care Diagnostics is comprised of 15 chapters that are presented in four sections and written by 33 researchers who are actively working in Germany, the United Kingdom, Italy, Turkey, Denmark, Finland, Romania, Malaysia and Brazil. It covers biomarkers in healthcare; microfluidics in medical diagnostics; SPR-based biosensor techniques; piezoelectric-based biosensor technologies; MEMS-based cell counting methods; lab-on-chip platforms; optical applications for cancer cases; and more. Discusses the latest technology and advances in the field of biosensors and their applications for healthcare diagnostics Particular focus on biosensors for cancer Summarizes research of the last 30 years, relating it to state-of-the-art technologies Biosensors and Nanotechnology: Applications in Health Care Diagnostics is an excellent book for researchers, scientists, regulators, consultants, and engineers in the field, as well as for graduate students studying the subject.

Electrochemical Biosensors

Author : Serge Cosnier
Publisher : CRC Press
ISBN 13 : 9814411477
Total Pages : 405 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Electrochemical Biosensors by : Serge Cosnier

Download or read book Electrochemical Biosensors written by Serge Cosnier and published by CRC Press. This book was released on 2015-01-26 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since four decades, rapid detection and monitoring in clinical and food diagnostics and in environmental and biodefense have paved the way for the elaboration of electrochemical biosensors. Thanks to their adaptability, ease of use in relatively complex samples, and their portability, electrochemical biosensors now are one of the mainstays of analy