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This book discusses the advancements in artificial intelligent
techniques used in the well-being of human healthcare. It details
the techniques used in collection, storage and analysis of data and
their usage in different healthcare solutions. It also discusses
the techniques of predictive analysis in early diagnosis of
critical diseases. The edited book is divided into four parts -
part A discusses introduction to artificial intelligence and
machine learning in healthcare; part B highlights different
analytical techniques used in healthcare; part C provides various
security and privacy mechanisms used in healthcare; and finally,
part D exemplifies different tools used in visualization and data
analytics.
Cloud based Multi-Modal Information Analytics: A Hands-on Approach
discusses the various modalities of data and provide an aggregated
solutions using cloud. It includes the fundamentals of neural
networks, different types and how it can be used for the
multi-modal information analytics. The various application areas
that are image-centric and video are also presented with deployment
solutions in the cloud. Features Life cycle of the multi- modal
data analytics is discussed with applications of modalities of
text, image, and video. Deep Learning fundamentals and
architectures covering CNN, RNN and its types for learning for
different multi-modal networks. Applications of Multi-Modal
Analytics covering Text , Speech, and Image. This book is aimed at
researchers in Multi-modal analytics and related areas
This book discusses the advancements in artificial intelligent
techniques used in the well-being of human healthcare. It details
the techniques used in collection, storage and analysis of data and
their usage in different healthcare solutions. It also discusses
the techniques of predictive analysis in early diagnosis of
critical diseases. The edited book is divided into four parts -
part A discusses introduction to artificial intelligence and
machine learning in healthcare; part B highlights different
analytical techniques used in healthcare; part C provides various
security and privacy mechanisms used in healthcare; and finally,
part D exemplifies different tools used in visualization and data
analytics.
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