Explainable Large Language Models in Healthcare Applications

Explainable Large Language Models in Healthcare Applications
English | 2026 | ISBN: 3032150876 | 339 Pages | PDF EPUB (True) | 19 MB
This is a comprehensive book that explores how explainable artificial intelligence (XAI), particularly large language models (LLMs), is transforming healthcare. The book covers foundational concepts of XAI, emphasizing the need for transparency, accountability, and interpretability in AI-driven medical systems, that are crucial for clinician and patient trust. It examines the principles and methodologies in explainable AI. It details how LLMs can make complex machine learning outputs understandable through explanations, model design, and human-centered description.