Artificial Intelligence In Microbial Research
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Artificial Intelligence In Microbial Research
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Author : Babita Pandey
language : en
Publisher: Springer Nature
Release Date : 2025-05-21
Artificial Intelligence In Microbial Research written by Babita Pandey and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-21 with Science categories.
This book explores the convergence of microbiology and artificial intelligence (AI) and delves into the intricate world of microbial systems enhanced by cutting-edge AI technologies. The book begins by establishing a foundation in the fundamentals of microbial ecosystems and AI principles. It elucidates the integration of AI in microbial genomics, demonstrating how advanced algorithms analyze genomic data and contribute to genetic engineering. Bioinformatics and computational microbiology are explored, showcasing AI's role in predictive modeling and computational tools. The intersection of AI and microbial applications extends to drug discovery, precision agriculture, and pathogen detection. Readers gain insights into AI-driven drug development, the optimization of agricultural practices using microbial biostimulants, and early warning systems for crop diseases. The book highlights AI's role in microbial biotechnology, elucidating its impact on bioprocessing, fermentation, and other biotechnological applications. Climate-smart agriculture and microbial adaptations to environmental challenges are discussed, emphasizing sustainable practices. This book caters to a diverse audience including teachers, researchers, microbiologist, computer bioinformaticians, plant and environmental scientists. The book serves as additional reading material for undergraduate and graduate students of computer science, biomedical, agriculture, human science, forestry, ecology, soil science, and environmental sciences and policy makers to be a useful to read.
Artificial Intelligence In Microbiology Scope And Challenges Volume 1
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Author :
language : en
Publisher: Elsevier
Release Date : 2024-08-02
Artificial Intelligence In Microbiology Scope And Challenges Volume 1 written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-02 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. - Uncovering extended functions of AI in Microbiology. - Production and development of novel drug targets through AI. - Challenges for using and selecting appropriate AI tools in health, agriculture and food sector
Artificial Intelligence In Pathogenic Microorganism Research
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Author : Chen Li
language : en
Publisher: Frontiers Media SA
Release Date : 2025-05-26
Artificial Intelligence In Pathogenic Microorganism Research written by Chen Li 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 2025-05-26 with Science categories.
Infections caused by pathogenic microorganisms, including bacteria, viruses, fungi, and other eukaryotic microbes, seriously threaten human health. Traditional research methods and laboratory techniques have many limitations and focus more on the identification and classification of pathogenic microorganisms. In recent years, technologies such as whole genome sequencing and advanced bioinformatics analysis have promoted the research of pathogenic microorganisms. However, with the interplay of multiple factors like global climate change, ecological and environmental changes, urbanization, social behavior, and lifestyle changes, pathogenic microorganisms' transmission patterns and impact scope are gradually changing. There is an urgent need for multidimensional technological approaches to achieve epidemiological monitoring and evolutionary direction prediction of pathogenic microorganisms. Additionally, more robust data processing and analysis capabilities are required for rapid identification and diagnosis, monitoring of drug resistance, development of antimicrobial drugs and vaccines, and optimization of treatment plans. Therefore, Artificial Intelligence (AI) has entered our field of vision. In the field of pathogenic microorganisms, AI has shown tremendous potential. In epidemiological research, AI technology can quickly and automatically collect, integrate and analyze the epidemic data of infectious diseases from different regions, so as to predict the trend and scope of disease transmission, and track the source of infection. In the process of diagnosis and treatment of infectious diseases, machine learning can not only analyze the microscopic images of pathogens, but also analyze the genome sequences of multiple pathogens in a short time, and predict their sensitivity or resistance to specific antibiotics, greatly improving the efficiency and accuracy of diagnosis and treatment of infectious diseases. In drug or vaccine development, researchers can use AI models to predict efficient antigens for diseases such as HIV and influenza, and thus design more effective vaccine candidates. AI models can also analyze the interactions between drugs, pathogens, and patients, in order to design the optimal dosing regimen for each patient. In a word, AI can help human beings better deal with infectious diseases. We welcome original reviews, articles, and other contributions in related fields, which mainly include the following aspects: (1) The application of AI in the differential diagnosis of pathogenic microorganisms (2) The application of AI in the formulation of anti-infection treatment plans (3) The application of AI in monitoring and predicting the prevalence of pathogenic microorganisms (4) Application of AI in the prediction and prevention of infectious diseases caused by pathogenic microorganisms (5) The application of AI in the research and development of anti-infective drugs and vaccines
Microbiology In The Era Of Artificial Intelligence
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Author : Muhammad Ali Syed
language : en
Publisher: CRC Press
Release Date : 2025-04-17
Microbiology In The Era Of Artificial Intelligence written by Muhammad Ali Syed and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-17 with Medical categories.
Written by leading experts, the book covers a broad range of topics pertaining to the myriad uses of artificial intelligence in microbiology. The book explores how AI and computation can play a key role in understanding and uncovering microscopic mysteries that defy other means of microbiological study. Like other fields of life science, the impact of next generation sequencing and bioinformatics are revolutionizing microbiology. In addition, the emerging role of quantum and nanotechnology in understanding the nature of microbial life is also explored. A special feature of the book is fascinating discussion of the transformation currently underway from classic microbiology to next generation microbiology. This is a must-read book for microbiology students and researchers who want to be at the forefront of this exciting field. Key Features: • Provides an overview and perspectives on the future of microbiology • Documents recent advances in microbiology • Contributions from an international team of leading researchers • Reviews the emerging role of applications from other fields like nanotechnology, artificial intelligence, and genomics • Stimulates academics and researchers to pursue multidisciplinary research
Artificial Intelligence In Microbiology Scope And Challenges Volume Ii
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Author :
language : en
Publisher: Elsevier
Release Date : 2025-02-06
Artificial Intelligence In Microbiology Scope And Challenges Volume Ii written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-06 with Science categories.
Artificial Intelligence in Microbiology: Scope and Challenges, Volume-II, Volume 56 covers changes 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, and more. Chapters include Taking on the resistance: AI and battle against antimicrobial resistance, AI-powered insights into microbial communities for bioremediation strategies, Efficient and cost-effective production of viral vaccines via AI, Production and development of novel drug targets through AI, Use of AI in neuroscience, Role of Artificial Intelligence in studying metagenomics of Microbes: Decoding the microbial Sphere, and more.Other chapters explore Exploring the functional role of bacterial proteins via AI, Application of AI in Aquaculture/Fisheries: Disease identification, detection, diagnosis, drug development, Artificial Intelligence in drug discovery & development; scope and challenges, Production of bacteriocins by AI: as food preservative, Exploring the Role of Artificial Intelligence in the Microbial remediation of heavy metals, Uses of Artificial Intelligence in the Agricultural Pest Management, Microbial fermentation processes using Artificial Intelligence, and more. - Uncovers extended functions of AI in microbiology - Includes topics surrounding the production and development of novel drug targets through AI - Presents the existing challenges for using and selecting appropriate AI tools in health, agriculture, and in the food sector
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.
Microbial Data Intelligence And Computational Techniques For Sustainable Computing
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Author : Aditya Khamparia
language : en
Publisher: Springer Nature
Release Date : 2024-02-29
Microbial Data Intelligence And Computational Techniques For Sustainable Computing written by Aditya Khamparia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with Science categories.
This book offers information on intelligent and computational techniques for microbial data associated with plant microbes, human microbes etc. The main focus of this book is to provide an insight on building smart sustainable solutions for microbial technology using intelligent computational techniques. Microbes are ubiquitous in nature, and their interactions among each other are important for colonizing diverse habitats. The core idea of sustainable computing is to deploy algorithms, models, policies and protocols to improve energy efficiency and management of resources, enhancing ecological balance, biological sustenance and other services on societal contexts. Chapters in this book explore the conventional methods as well as the most recently recognized high-throughput technologies which are important for productive agroecosystems to feed the growing global population. This book is of interest to teachers, researchers, microbiologist, computer bioinformatics scientists,plant and environmental scientist, and those interested in environment stewardship around the world. The book also serves as an advanced textbook material for undergraduate and graduate students of computer science, biomedicine, agriculture, human science, forestry, ecology, soil science, and environmental sciences and policy makers.
Symbiosis And Survival The Delicate Dance Of Humans And Microbes
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Author : VIRUTI SHIVAN
language : en
Publisher: Viruti Satyan Shivan
Release Date :
Symbiosis And Survival The Delicate Dance Of Humans And Microbes written by VIRUTI SHIVAN and has been published by Viruti Satyan Shivan this book supported file pdf, txt, epub, kindle and other format this book has been release on with Health & Fitness categories.
In "Symbiosis and Survival: The Delicate Dance of Humans and Microbes," readers embark on a fascinating journey through the intricate and often unseen world of microorganisms and their profound impact on human life. This book delves into the complex relationship between humans and microbes, shedding light on how these tiny entities influence our health, environment, and even our evolution. The narrative navigates the history of microbiology, from the discovery of the first microorganisms to the latest advancements in microbiome research. It explores how beneficial microbes aid in digestion, boost immunity, and contribute to our overall well-being, while also examining the darker side of the microbial world, including pathogens that cause diseases. This thought-provoking book also addresses the critical role microbes play in environmental processes, such as decomposing organic matter and cycling nutrients, highlighting their importance in maintaining ecological balance. Through a blend of scientific research, historical anecdotes, and real-world examples, "Symbiosis and Survival" offers an engaging and insightful look into the dynamic and symbiotic relationships between humans and microbes. It's a must-read for anyone interested in understanding more about these microscopic organisms that invisibly shape our lives.
Microbiology Core Principles
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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2024-10-26
Microbiology Core Principles written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with Science categories.
Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com
Artificial Intelligence In Forensic Microbiology
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Author : Chen Li
language : en
Publisher: Frontiers Media SA
Release Date : 2023-05-02
Artificial Intelligence In Forensic Microbiology written by Chen Li 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 2023-05-02 with Science categories.