Artificial Intelligence In Microbiology Scope And Challenges Volume 1
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Artificial Intelligence In Microbiology Scope And Challenges Volume 1
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Author :
language : en
Publisher: Academic Press
Release Date : 2024-08-01
Artificial Intelligence In Microbiology Scope And Challenges Volume 1 written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-01 with Science categories.
Artificial Intelligence in Microbiology: Scope and Challenges, Volume Fifty-Five in the Methods in Microbiology series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of timely topics, including Use of AI techniques in the diagnosis of infectious diseases, Potential future of AI for Microbiology applications - Benefits, challenges, and opportunities, Production and development of novel drug targets through AI, AI: beneficial or harmful for humans, The use of artificial intelligence techniques in the diagnosis of infectious diseases, Ethical and Social Issues Related to Artificial Intelligence in Healthcare, and more. Other chapters cover Artificial Intelligence as a smart approach in Clinical Microbiology, Computation-assisted methods in the determination of microbial metabolites, Artificial Intelligence in drug discovery and development, AI and its role in soil microbiology and agriculture sustenance, Role of AI in fungus identification, characterization and interaction, Isolation and Characterization Techniques, Agriculture sector and artificial Intelligence, and more.
Artificial Intelligence In Microbiology Scope And Challenges Volume Ii
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Author :
language : en
Publisher: Academic Press
Release Date : 2025-01-01
Artificial Intelligence In Microbiology Scope And Challenges Volume Ii written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-01 with Science categories.
Nowadays, the field of microbiology is undergoing a revolutionary change due to the emergence of Artificial Intelligence (AI). AI is being used to analyze massive data in a predictable form, about the behavior of microorganisms, to solve microbial classification-related problems, exploring the interaction between microorganisms and the surrounding environment. It also helps to extract novel microbial metabolites which have been used in various fields like medical, food and agricultural industries. As the pace of innovation in Microbiology is accelerating, the use of AI in these industries will be beneficial. AI will not only show its extraordinary potential in expanding the market of antibiotics, food, and agriculture but also offer an eco-friendly, safer, and profitable solution to the respective industries. It would be challenging to search out specific features and discuss future research on AI in microbiology with a wide perspective.
Artificial Intelligence In Medical Virology
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Author : Jyotir Moy Chatterjee
language : en
Publisher: Springer Nature
Release Date : 2023-04-21
Artificial Intelligence In Medical Virology written by Jyotir Moy Chatterjee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-21 with Medical categories.
This book comprehensively reviews the potential of Artificial Intelligence (AI) in biomedical research and healthcare, with a major emphasis on virology. The initial chapter presents the applications of machine learning methods for structured data, such as the classical support vector machine and neural network, modern deep learning, and natural language processing for unstructured data in biomedical research and healthcare. The subsequent chapters explore the applications of AI in tackling COVID-19, analysis of the pandemic, viral infection, disease spread, and control. The book further identifies the potential applications of machine learning in the field of virology with a focus on the key aspects of infection: diagnosis, transmission, response to treatment, and resistance. The book also discusses progress and challenges in developing viral vaccines and examines the application of viruses in translational research and human healthcare. Furthermore, the book covers the applications of artificial intelligence-mediated diagnosis and the development of drugs to treat the disease. Towards the end, the book summarizes the ethical and legal challenges posed by AI in healthcare and biomedical research. This book is an invaluable source for researchers, medical and industry practitioners, academicians, and students exploring the applications of AI in biomedical research and healthcare.
Artificial Intelligence In Medicine
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Author : David Riaño
language : en
Publisher: Springer
Release Date : 2019-06-19
Artificial Intelligence In Medicine written by David Riaño and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-19 with Computers categories.
This book constitutes the refereed proceedings of the 17th Conference on Artificial Intelligence in Medicine, AIME 2019, held in Poznan, Poland, in June 2019. The 22 revised full and 31 short papers presented were carefully reviewed and selected from 134 submissions. The papers are organized in the following topical sections: deep learning; simulation; knowledge representation; probabilistic models; behavior monitoring; clustering, natural language processing, and decision support; feature selection; image processing; general machine learning; and unsupervised learning.
Artificial Intelligence In Environmental Microbiology
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Author : Mohammad-Hossein Sarrafzadeh
language : en
Publisher: Frontiers Media SA
Release Date : 2022-07-05
Artificial Intelligence In Environmental Microbiology written by Mohammad-Hossein Sarrafzadeh and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-05 with Science categories.
Artificial Intelligence And Industry 4 0
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Author : Aboul Ella Hassanien
language : en
Publisher: Academic Press
Release Date : 2022-08-14
Artificial Intelligence And Industry 4 0 written by Aboul Ella Hassanien and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-14 with Technology & Engineering categories.
Artificial Intelligence and Industry 4.0 explores recent advancements in blockchain technology and artificial intelligence (AI) as well as their crucial impacts on realizing Industry 4.0 goals. The book explores AI applications in industry including Internet of Things (IoT) and Industrial Internet of Things (IIoT) technology. Chapters explore how AI (machine learning, smart cities, healthcare, Society 5.0, etc.) have numerous potential applications in the Industry 4.0 era. This book is a useful resource for researchers and graduate students in computer science researching and developing AI and the IIoT. Explores artificial intelligence applications within the industrial manufacturing and communications sectors Presents a wide range of machine learning, computer vision, and digital twin applications across the IoT sector Explores how deep learning and cognitive computing tools enable processing vast data sets, precise and comprehensive forecast of risks, and delivering recommended actions
Artificial Intelligence In Healthcare
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Author : Adam Bohr
language : en
Publisher: Academic Press
Release Date : 2020-06-21
Artificial Intelligence In Healthcare written by Adam Bohr and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-21 with Computers categories.
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
Y Gen Magazine
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Author : Skincare Anarchy LLC
language : en
Publisher: Skincare Anarchy LLC
Release Date : 2023-01-19
Y Gen Magazine written by Skincare Anarchy LLC and has been published by Skincare Anarchy LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-19 with Health & Fitness categories.
Skincare Anarchy, the beauty podcast that has taken the cosmetic industry by storm, with a collection of over 400 full-length interviews spotlighting the brains behind the beauty, is taking their features to the next level. YŪGEN, a hybrid publication of beauty editorial, interview features, and a peer-reviewed medical journal, is a fully interactive, magazine-like e-pub. Best of all, volume 1 is fully open access! “This is our testament to the brains behind the beauty” (Dr. Ekta). Sign up for first access via the Skincare Anarchy Email 📧 List (https://linktr.ee/Skincareanarchy (https://linktr.ee/Skincareanarchy))! Accepting PR pitches for future volumes, and to inquire about coming on our podcast Skincare Anarchy! Email: [email protected]
From Waste To Wealth
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Author : Raj Kumar Arya
language : en
Publisher: Springer Nature
Release Date :
From Waste To Wealth written by Raj Kumar Arya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Automated Machine Learning
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Author : Frank Hutter
language : en
Publisher: Springer
Release Date : 2019-05-17
Automated Machine Learning written by Frank Hutter and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-17 with Computers categories.
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.