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Explainable AI in Clinical Practice: Advanced Applications and Future Directions

Explainable AI in Clinical Practice: Advanced Applications and Future Directions

Paperback

Biology

ISBN10: 0443453748
ISBN13: 9780443453748
Publisher: Academic Press
Published: Jul 23 2026
Pages: 380
Weight: 2.35
Height: 0.80 Width: 8.40 Depth: 10.90
Language: English
Explainable AI in Clinical Practice: Advanced Applications and Future Directions builds on foundational concepts to explore the practical implementation and emerging trends of transparent AI in healthcare. Featuring contributions from leading experts, this volume presents advanced methodologies, real-world case studies across various medical specialties, and strategies for overcoming ethical, regulatory, and operational challenges. The book offers comprehensive frameworks for integrating explainable AI into clinical workflows, emphasizing trust, patient understanding, and regulatory compliance. In addition, it examines future technologies such as federated learning, multimodal systems, and human-AI collaboration, providing insights into the evolving landscape of AI in medicine.

Essential for healthcare professionals, researchers, and policymakers, this volume aims to accelerate the responsible adoption of explainable AI, ultimately enhancing patient care, clinical decision-making, and healthcare system efficiency.

Also from

Mallik, Saurav

Also in

Biology