Adoption Of Artificial Intelligence In Human And Clinical Genomics
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Adoption Of Artificial Intelligence In Human And Clinical Genomics Volume Ii
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Author : Li Zhang
language : en
Publisher: Frontiers Media SA
Release Date : 2024-06-21
Adoption Of Artificial Intelligence In Human And Clinical Genomics Volume Ii written by Li Zhang 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 2024-06-21 with Science categories.
Large databases are created by genomics for the discovery, study, and development of novel treatments all around the world. It's not hard to conceive that artificial intelligence (AI) might currently study the 3 billion base pairs that make up humanoid genetic makeup in order to uncover genetic disparities among the population. By 2026, large pharmaceutical companies hope to have researched up to 2 million genomes and analyzed massive amounts of patient data from clinical drug studies. As new equipment is introduced, AI will be employed in genomics for a variety of omics investigations, including transcriptomics. To aid in the classification of potentially clinically significant genes, AI is used to combine data from genomic research with literature analysis. Machine learning is now a critical component of the genomics industry's growth. AI and Machine learning in genomics is already having an impact on a number of areas, including genetic testing, medical care delivery, and genomics accessibility for people interested in learning more about how their genes influence their health. The purpose of this research is to explore AI and Machine learning applications in gene technology and their roles in paving the way for future genomics machine learning applications.
Adoption Of Artificial Intelligence In Human And Clinical Genomics
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Author : Deepak Kumar Jain
language : en
Publisher: Frontiers Media SA
Release Date : 2023-09-08
Adoption Of Artificial Intelligence In Human And Clinical Genomics written by Deepak Kumar Jain 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 2023-09-08 with Science categories.
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
Microbiome And Human Health
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Author : Sher Ali
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2025-02-10
Microbiome And Human Health written by Sher Ali and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-10 with Medical categories.
The book, “Microbiome and Human Health”, delves into the dynamic relationship between the microbiome and various health conditions. This book relates to the human health care system offering a comprehensive analysis highlighting the roles of microbiome in disease prevention, management, and overall well-being. Covering a wide range of topics, from the microbiome’s influence on nutrition and immunity to its association with cardiovascular diseases, diabetes, and cancer, the book explores cutting-edge research and futuristic diagnosis. It highlights emerging areas such as the microbiome's interaction with SARS-CoV-2, eye health, osteoarthritis, and miscarriages, along with innovative approaches like nano-engineering and artificial intelligence in microbiome-related research. This is envisaged to be useful for researchers, clinicians, and healthcare professionals, highlighting the microbiome’s vast diversity and its potential in diagnostics, disease management, and therapeutic intervention. Owing to its multidisciplinary approaches, the book offers a fresh perspective on human health, and on a wide range of related issues.
Raising Genomics Literacy Knowledge And Awareness
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Author : Azhar T. Rahma
language : en
Publisher: Academic Press
Release Date : 2025-05-23
Raising Genomics Literacy Knowledge And Awareness written by Azhar T. Rahma and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-23 with Science categories.
Raising Genomics Literacy, Knowledge, and Awareness is a unique resource which describes the importance of genomic literacy for the effective and streamlined implementation of genomic medicine and pharmacogenomics globally. It provides evidence and expert opinion to decipher the role of genomic and pharmacogenomic literacy to illustrate the evidence, value, and need of raising genomics awareness and education among healthcare professionals, students, and the general public. This text can be used by researchers and graduate students pursuing research in this area.• Presents hot topics such as genomic literacy and social media• Includes educational tools for raising genomics literacy• Provides frameworks and determinants of genomic literacy, knowledge, and awareness
Artificial Intelligence Ai In Cell And Genetic Engineering
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Author : Sudip Mandal
language : en
Publisher: Springer Nature
Release Date : 2025-06-24
Artificial Intelligence Ai In Cell And Genetic Engineering written by Sudip Mandal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-24 with Technology & Engineering categories.
This volume focuses on how different artificial intelligence (AI) techniques like Artificial Neural Network, Support Vector Machine, Random Forest, k-means Clustering, Rough Set Theory, and Convolutional Neural Network models are used in areas of cell and genetic engineering. The chapters this book cover a variety of topics such as molecular modelling in drug discovery, design of precision medicine, protein structure prediction, and analysis using AI. Readers can also learn about AI-based biomolecular spectroscopy, cell culture-system, AI-based drug discovery, and next generation sequencing. The book also discusses the application of AI in analysis of genetic diseases such as finding genetic insights of oral and maxillofacial cancer, early screening and diagnosis of autism, and classification of breast cancer microarray data. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and thorough, Artificial Intelligence (AI) in Cell and Genetic Engineering is a valuable resource for readers in various research communities who want to learn more about the real-life application of artificial intelligence and machine learning in systems biology, biotechnology, bioinformatics, and health-informatics especially in the field of cell and genetic engineering.
Artificial Intelligence In Clinical Practice
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Author : Chayakrit Krittanawong
language : en
Publisher: Elsevier
Release Date : 2023-09-13
Artificial Intelligence In Clinical Practice written by Chayakrit Krittanawong and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-13 with Science categories.
Artificial Intelligence in Clinical Practice: How AI Technologies Impact Medical Research and Clinics compiles current research on Artificial Intelligence within medical subspecialties, helping practitioners with diagnosis, clinical decision-making, disease prediction, prevention, and the facilitation of precision medicine. The book defines the basic concepts of big data and AI in medicine and highlights current applications, challenges, ethical issues, and biases. Each chapter discusses AI applied to a specific medical subspecialty, including primary care, preventive medicine, general internal medicine, radiology, pathology, infectious disease, gastroenterology, cardiology, hematology, oncology, dermatology, ophthalmology, mental health, neurology, pulmonary, critical care, rheumatology, surgery, and OB-GYN. This is a valuable resource for clinicians, students, researchers and members of medical and biomedical fields who are interested in learning more about artificial intelligence technologies and their applications in medicine. - Provides the history and overview of the various modalities of AI and their applications within each field of medicine - Discusses current AI-based medical research, including landmark trials within each field of medicine - Addresses the current knowledge gaps that clinicians commonly face that prevent the application of AI-based research to clinical practice - Encompasses examples of specific cases and discusses challenges and biases associated with AI
Practical Data Analytics For Innovation In Medicine
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Author : Gary D. Miner
language : en
Publisher: Academic Press
Release Date : 2023-02-08
Practical Data Analytics For Innovation In Medicine written by Gary D. Miner and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-08 with Science categories.
Practical Data Analytics for Innovation in Medicine: Building Real Predictive and Prescriptive Models in Personalized Healthcare and Medical Research Using AI, ML, and Related Technologies, Second Edition discusses the needs of healthcare and medicine in the 21st century, explaining how data analytics play an important and revolutionary role. With healthcare effectiveness and economics facing growing challenges, there is a rapidly emerging movement to fortify medical treatment and administration by tapping the predictive power of big data, such as predictive analytics, which can bolster patient care, reduce costs, and deliver greater efficiencies across a wide range of operational functions. Sections bring a historical perspective, highlight the importance of using predictive analytics to help solve health crisis such as the COVID-19 pandemic, provide access to practical step-by-step tutorials and case studies online, and use exercises based on real-world examples of successful predictive and prescriptive tools and systems. The final part of the book focuses on specific technical operations related to quality, cost-effective medical and nursing care delivery and administration brought by practical predictive analytics. - Brings a historical perspective in medical care to discuss both the current status of health care delivery worldwide and the importance of using modern predictive analytics to help solve the health care crisis - Provides online tutorials on several predictive analytics systems to help readers apply their knowledge on today's medical issues and basic research - Teaches how to develop effective predictive analytic research and to create decisioning/prescriptive analytic systems to make medical decisions quicker and more accurate
Future Of Ai In Biomedicine And Biotechnology
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Author : Khade, Shankar Mukundrao
language : en
Publisher: IGI Global
Release Date : 2024-05-30
Future Of Ai In Biomedicine And Biotechnology written by Khade, Shankar Mukundrao and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-30 with Technology & Engineering categories.
The healthcare industry is grappling with numerous challenges, including rising costs, inefficiencies in service delivery, and the need for personalized treatment approaches. Traditional healthcare management and delivery methods must be improved in addressing these issues, leading to a growing demand for innovative solutions. Additionally, the exponential growth of medical data and the complexity of biomedical research and biotechnology presents a daunting challenge in harnessing this data effectively for improved patient care and medical advancements. There is a pressing need for a comprehensive understanding of how artificial intelligence (AI) can be leveraged to tackle these challenges and drive meaningful change in the healthcare sector. Future of AI in Biomedicine and Biotechnology offers a timely and insightful solution to the challenges faced by the healthcare industry. This book is not just a theoretical exploration; it is a practical roadmap for healthcare professionals, researchers, policymakers, and entrepreneurs seeking to navigate the complexities of AI in healthcare. By exploring the intersection of AI with biomedical sciences and biotechnology, this book provides a comprehensive guide to harnessing the power of AI for transformative healthcare innovation.
The Role Of Artificial Intelligence In Healthcare
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Author : Dr. Gunawan Widjaja
language : en
Publisher: RK Publication
Release Date : 2024-05-16
The Role Of Artificial Intelligence In Healthcare written by Dr. Gunawan Widjaja and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-16 with Computers categories.
The Role of Artificial Intelligence in Healthcare the transformative impact of AI technologies on medical practices, research, and patient care. This into AI-driven innovations such as predictive analytics, diagnostic tools, personalized medicine, and robotic surgery, highlighting their potential to improve healthcare outcomes. It addresses ethical considerations, data privacy, and challenges in implementation while showcasing real-world applications and future trends. Designed for healthcare professionals, technologists, and policymakers, the book offers insights into how AI is reshaping the healthcare landscape, making it more efficient, accurate, and accessible.