Explainable Artificial Intelligence in the Healthcare Industry
T. Ananth Kumar (Hrsg.), Prasenjit Das (Hrsg.), Ashutosh Kumar Dubey (Hrsg.), Chetan Sharma (Hrsg.), Abhishek Kumar (Hrsg.)
Naturwissenschaften, Medizin, Informatik, Technik / Informatik
Beschreibung
Discover the essential insights and practical applications of explainable AI in healthcare that will empower professionals and enhance patient trust with Explainable AI in the Healthcare Industry, a must-have resource.
Explainable AI (XAI) has significant implications for the healthcare industry, where trust, accountability, and interpretability are crucial factors for the adoption of artificial intelligence. XAI techniques in healthcare aim to provide clear and understandable explanations for AI-driven decisions, helping healthcare professionals, patients, and regulatory bodies to better comprehend and trust the AI models’ outputs.
Explainable AI in the Healthcare Industry presents a comprehensive exploration of the critical role of explainable AI in revolutionizing the healthcare industry. With the rapid integration of AI-driven solutions in medical practice, understanding how these models arrive at their decisions is of paramount importance. The book delves into the principles, methodologies, and practical applications of XAI techniques specifically tailored for healthcare settings.
