Tag: Aluvalu

Explainable AI in Health Informatics by Rajanikanth Aluvalu Hardcover Book

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Explainable AI in Health Informatics by Rajanikanth Aluvalu: A Comprehensive Guide

Artificial Intelligence (AI) has revolutionized the healthcare industry, with applications ranging from personalized medicine to predictive analytics. However, the lack of transparency in AI models has raised concerns about their reliability and accountability. In his groundbreaking book, “Explainable AI in Health Informatics,” Rajanikanth Aluvalu delves into the concept of explainable AI and its implications for healthcare.

Aluvalu begins by providing a thorough overview of AI and its role in health informatics. He then explores the challenges of traditional black-box AI models, which make it difficult for healthcare professionals to understand how decisions are made. Aluvalu argues that explainable AI, which provides insights into how AI models arrive at their conclusions, is essential for ensuring trust and acceptance among stakeholders.

Through case studies and real-world examples, Aluvalu demonstrates how explainable AI can improve clinical decision-making, enhance patient outcomes, and reduce bias in healthcare algorithms. He also discusses the technical aspects of explainable AI, such as model interpretability and feature importance, making the book accessible to both healthcare professionals and data scientists.

“Explainable AI in Health Informatics” is a must-read for anyone interested in the intersection of AI and healthcare. Aluvalu’s insightful analysis and practical recommendations make this book an invaluable resource for understanding the potential of explainable AI to transform the future of healthcare. Whether you’re a healthcare provider, researcher, or policymaker, this book will arm you with the knowledge and tools needed to navigate the complex landscape of AI in health informatics.
#Explainable #Health #Informatics #Rajanikanth #Aluvalu #Hardcover #Book

Explainable AI in Health Informatics by Rajanikanth Aluvalu Hardcover Book

Price : 202.20

Ends on : N/A

View on eBay
Explainable AI in Health Informatics: Demystifying the Black Box by Rajanikanth Aluvalu

In his groundbreaking book, Explainable AI in Health Informatics, Rajanikanth Aluvalu explores the intersection of artificial intelligence and healthcare, focusing on the critical importance of transparency and interpretability in AI systems used in the medical field.

As AI continues to revolutionize healthcare by enabling faster and more accurate diagnoses, personalized treatment plans, and improved patient outcomes, concerns about the “black box” nature of AI algorithms have also grown. The lack of transparency in AI decision-making processes has raised ethical, legal, and practical challenges, particularly in healthcare where decisions can have life-and-death consequences.

Aluvalu argues that explainable AI, which refers to AI systems that can provide transparent explanations for their decisions and actions, is crucial for building trust, ensuring accountability, and facilitating collaboration between AI systems and healthcare providers. By demystifying the inner workings of AI algorithms, healthcare professionals can better understand, validate, and improve the AI systems they rely on.

Through a combination of theoretical insights, practical examples, and case studies, Aluvalu offers a comprehensive overview of explainable AI in health informatics, shedding light on key concepts, methodologies, and best practices. From model interpretability and feature importance analysis to algorithmic transparency and human-machine interaction, this book provides a roadmap for developing and deploying explainable AI solutions in healthcare settings.

Whether you are a healthcare professional, data scientist, AI researcher, or policymaker, Explainable AI in Health Informatics is a must-read for anyone interested in harnessing the power of AI for the betterment of healthcare while ensuring transparency, fairness, and accountability in AI-driven decision-making processes. Join the conversation and unlock the potential of explainable AI in transforming the future of healthcare.
#Explainable #Health #Informatics #Rajanikanth #Aluvalu #Hardcover #Book