Personalized Medicine Meets Artificial Intelligence

2023-08-26 Science

Author : Alfredo Cesario
Release : 2023-08-26
Genre : Science
Kind : eBook
Book Rating : 148/5 ( reviews)

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Book Synopsis Personalized Medicine Meets Artificial Intelligence by : Alfredo Cesario

Download or read book Personalized Medicine Meets Artificial Intelligence written by Alfredo Cesario. This book was released on 2023-08-26. Available in PDF, EPUB and Kindle. Book excerpt: The book provides a multidisciplinary outlook on using Artificial Intelligence (AI)-based solutions in the field of Personalized Medicine and its transitioning towards Personalized Digital Medicine. The first section integrates different perspectives on AI-based solutions and highlights their potential in biomedical research and patient care. In the second section, the authors present several real-world examples that demonstrate the successful use of AI technologies in various contexts. These include examples from digital therapeutics, in silico clinical trials, and network pharmacology. In the final section of the book, the authors explore future directions in AI-enhanced biomedical technologies and discuss emerging technologies such as blockchain, quantum computing and the “metaverse”. The book includes discussions on the ethical, regulatory, and social implications for an AI-based personalized medicine. The integration of heterogeneous disciplines brings together multiple stakeholders and decision makers involved in the personalization of care. Clinicians, students, and researchers from academia and the industry can benefit from this book, since it provides foundational knowledge to drive advances in personalized biomedical research and health care.

AI-Based Personalized Medicine

2023-06-24

Author : Minghai Zheng
Release : 2023-06-24
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis AI-Based Personalized Medicine by : Minghai Zheng

Download or read book AI-Based Personalized Medicine written by Minghai Zheng. This book was released on 2023-06-24. Available in PDF, EPUB and Kindle. Book excerpt: 1. Discover the future of medicine with #AIPersonalizedMedicine - the ultimate guide to using AI to tailor treatment plans for patients! 2. Get ahead of the curve with #AIPersonalizedMedicine and learn how AI is revolutionizing healthcare by providing personalized treatment plans. 3. Don't settle for one-size-fits-all medicine! Check out #AIPersonalizedMedicine and learn how AI can provide tailored treatment plans for every patient. 4. Interested in the cutting-edge of healthcare? Explore #AIPersonalizedMedicine and discover how AI is changing the game for personalized treatment plans. 5. Unlock the power of AI for personalized medicine with #AIPersonalizedMedicine - the must-read book for anyone interested in the future of healthcare. AI-based personalized medicine is revolutionizing the healthcare industry by providing accurate and precise treatment plans for individual patients. Personalized medicine aims to provide customized healthcare solutions based on patient-specific characteristics such as age, gender, genetic makeup, lifestyle, and medical history. With the help of artificial intelligence, doctors are now able to analyze large amounts of data and develop more effective and efficient treatments that are tailored to meet the unique needs of each patient. This book, "AI-Based Personalized Medicine: Tailoring Treatment Plans for Patients," provides an in-depth understanding of how AI is transforming the healthcare industry. The book covers topics such as the different types of AI algorithms, their applications in healthcare, regulatory and ethical considerations, integration with clinical workflows and healthcare systems, patient education and engagement, and business models and cost-effectiveness. The book is a valuable resource for healthcare providers, researchers, policymakers, and anyone interested in the future of healthcare. MingHai Zheng is the founder of zhengpublishing.com and lives in Wuhan, China. His main publishing areas are business, management, self-help, computers and other emerging foreword fields.

Artificial Intelligence and Machine Learning in Healthcare

2021-05-06 Science

Author : Ankur Saxena
Release : 2021-05-06
Genre : Science
Kind : eBook
Book Rating : 113/5 ( reviews)

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Book Synopsis Artificial Intelligence and Machine Learning in Healthcare by : Ankur Saxena

Download or read book Artificial Intelligence and Machine Learning in Healthcare written by Ankur Saxena. This book was released on 2021-05-06. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the application of artificial intelligence and machine learning in healthcare. It discusses integrating the principles of computer science, life science, and statistics incorporated into statistical models using existing data, discovering patterns in data to extract the information, and predicting the changes and diseases based on this data and models. The initial chapters of the book cover the practical applications of artificial intelligence for disease prognosis & management. Further, the role of artificial intelligence and machine learning is discussed with reference to specific diseases like diabetes mellitus, cancer, mycobacterium tuberculosis, and Covid-19. The chapters provide working examples on how different types of healthcare data can be used to develop models and predict diseases using machine learning and artificial intelligence. The book also touches upon precision medicine, personalized medicine, and transfer learning, with the real examples. Further, it also discusses the use of machine learning and artificial intelligence for visualization, prediction, detection, and diagnosis of Covid -19. This book is a valuable source of information for programmers, healthcare professionals, and researchers interested in understanding the applications of artificial intelligence and machine learning in healthcare.

Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare

2020-05-12 Business & Economics

Author : Mark Chang
Release : 2020-05-12
Genre : Business & Economics
Kind : eBook
Book Rating : 302/5 ( reviews)

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Book Synopsis Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare by : Mark Chang

Download or read book Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare written by Mark Chang. This book was released on 2020-05-12. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare covers exciting developments at the intersection of computer science and statistics. While much of machine-learning is statistics-based, achievements in deep learning for image and language processing rely on computer science’s use of big data. Aimed at those with a statistical background who want to use their strengths in pursuing AI research, the book: · Covers broad AI topics in drug development, precision medicine, and healthcare. · Elaborates on supervised, unsupervised, reinforcement, and evolutionary learning methods. · Introduces the similarity principle and related AI methods for both big and small data problems. · Offers a balance of statistical and algorithm-based approaches to AI. · Provides examples and real-world applications with hands-on R code. · Suggests the path forward for AI in medicine and artificial general intelligence. As well as covering the history of AI and the innovative ideas, methodologies and software implementation of the field, the book offers a comprehensive review of AI applications in medical sciences. In addition, readers will benefit from hands on exercises, with included R code.

Precision Medicine and Artificial Intelligence

2021-03-12 Science

Author : Michael Mahler
Release : 2021-03-12
Genre : Science
Kind : eBook
Book Rating : 32X/5 ( reviews)

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Book Synopsis Precision Medicine and Artificial Intelligence by : Michael Mahler

Download or read book Precision Medicine and Artificial Intelligence written by Michael Mahler. This book was released on 2021-03-12. Available in PDF, EPUB and Kindle. Book excerpt: Precision Medicine and Artificial Intelligence: The Perfect Fit for Autoimmunity covers background on artificial intelligence (AI), its link to precision medicine (PM), and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions as AI has gained significant attention during the past decade. Autoimmune diseases are complex and heterogeneous conditions, but exciting new developments and implementation tactics surrounding automated systems have enabled the generation of large datasets, making autoimmunity an ideal target for AI and precision medicine. More and more diagnostic products utilize AI, which is also starting to be supported by regulatory agencies such as the Food and Drug Administration (FDA). Knowledge generation by leveraging large datasets including demographic, environmental, clinical and biomarker data has the potential to not only impact the diagnosis of patients, but also disease prediction, prognosis and treatment options. Allows the readers to gain an overview on precision medicine for autoimmune diseases leveraging AI solutions Provides background, milestone and examples of precision medicine Outlines the paradigm shift towards precision medicine driven by value-based systems Discusses future applications of precision medicine research using AI Other aspects covered in the book include regulatory insights, data analytics and visualization, types of biomarkers as well as the role of the patient in precision medicine

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