图书简介
"Artificial Intelligence in Medicine" is a comprehensive guide exploring the transformative impact of artificial intelligence (AI) in healthcare. The book delves into the foundational concepts and historical development of AI in medicine, highlighting data collection, preprocessing, and feature extraction crucial for medical applications. It showcases the benefits of AI, such as accurate diagnoses and personalized treatments, while addressing ethical and regulatory considerations.The book examines the practical aspects of AI implementation in clinical practice and emphasizes the human aspect of AI in healthcare and patient engagement. Readers can gain insights into the role of AI in clinical decision support, collaborative learning, and knowledge sharing. It concludes with a glimpse into the future of AI-driven healthcare, exploring the emerging technologies and trends in the rapidly evolving field of AI in medicine.Key FeaturesProvides the healthcare practitioner with a basic understanding of what AI is and how AI is being used in medicineEliminates the hype around AI and provides readers with a practical understanding of its applications and limitationsDoes not presume the reader has any background in computer science or artificial intelligenceHelps the reader to evaluate new AI systems that may be introduced in their workplace and understand how they should be implementedProvides real world examples of how AI systems are currently being used
Artificial Intelligence in Medicine: Revolutionizing Healthcare; What Is Artificial Intelligence; An overview of Data Collection, Preprocessing, and Feature Extraction in AI; The Benefits and Opportunities of AI in Medicine; Current Applications of Machine Learning in Medicine; Limitations in Algorithmic Generalizability; AI algorithms: Explainability and Interpretability; Ethical Implications of AI in Medicine; Regulatory and Legal Frameworks for AI in Medicine; Healthcare Worker Displacement in the Era of AI; AI Tools and Applications in Clinical Practice ; Implementing AI in Clinical Settings; Evaluating AI Models and Algorithms; Human-Machine Interaction and User Experience Design; Patient Perspectives and Engagement with AI in Healthcare; AI in clinical Decision Support; Collaborative Learning and Knowledge Sharing in AI-Driven Healthcare; Future Trends and Emerging Technologies in AI-Driven Healthcare; Where are the AI Systems Now?
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