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Medical Informatics - Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls (Health Informatics)

Description

Book Synopsis: This open access book provides a detailed review of the latest methods and applications of artificial intelligence (AI) and machine learning (ML) in medicine. With chapters focusing on enabling the reader to develop a thorough understanding of the key concepts in these subject areas along with a range of methods and resulting models that can be utilized to solve healthcare problems, the use of causal and predictive models are comprehensively discussed. Care is taken to systematically describe the concepts to facilitate the reader in developing a thorough conceptual understanding of how different methods and resulting models function and how these relate to their applicability to various issues in health care and medical sciences. Guidance is also given on how to avoid pitfalls that can be encountered on a day-to-day basis and stratify potential clinical risks.Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls is a comprehensive guide to how AI and ML techniques can best be applied in health care. The emphasis placed on how to avoid a variety of pitfalls that can be encountered makes it an indispensable guide for all medical informatics professionals and physicians who utilize these methodologies on a day-to-day basis. Furthermore, this work will be of significant interest to health data scientists, administrators and to students in the health sciences seeking an up-to-date resource on the topic.

Details

Unlock the potential of AI and ML in health care and medical sciences with "Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls" book. This comprehensive guide dives deep into the latest methods and applications, providing you with the knowledge and tools you need to revolutionize your practice. With a focus on developing a thorough understanding of key concepts and implementing effective solutions, this book is a must-have for medical informatics professionals and physicians.

Discover how to harness the power of causal and predictive models to solve complex healthcare problems. Gain valuable insights into the functioning of different methods and resulting models, and understand how they relate to practical applications in the field. Avoid common pitfalls that hinder efficiency and learn to stratify potential clinical risks. This book offers a systematic approach to ensure successful implementation of AI and ML techniques in your day-to-day work.

Take your health care practice to the next level. "Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls" is not just an informative guide, but an indispensable resource for health data scientists, administrators, and students in the health sciences. Revolutionize your approach to medicine and improve patient outcomes. Don't miss out on this essential read!

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