作者
Anurag Sinha, Den Whilrex Garcia, Biresh Kumar, Pallab Banerjee
发表日期
2023/6/27
图书
Interpretable Cognitive Internet of Things for Healthcare
页码范围
129-163
出版商
Springer International Publishing
简介
The integration of Big Data Analytics (BDA) and the Internet of Medical Things (IoMT) has brought a significant transformation in the healthcare industry. The emergence of Explainable Artificial Intelligence (XAI) has further revolutionized the healthcare sector by providing insights into complex machine learning models. This survey aims to explore the application of BDA and IoMT in healthcare with a view on XAI.
The survey highlights the benefits of BDA and IoMT in healthcare, such as improved patient outcomes, reduced healthcare costs, and enhanced personalized medicine. It also discusses the challenges associated with the use of BDA and IoMT, including data privacy, security, and regulatory compliance. The survey provides an overview of the latest research and development in the field of XAI, with particular focus on its application in healthcare.
Furthermore, the survey presents a detailed analysis of the …
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A Sinha, DW Garcia, B Kumar, P Banerjee - Interpretable Cognitive Internet of Things for …, 2023