Smart Health

Abstract

In recent decades, healthcare organizations around the world have increasingly appreciated the value of information technologies for a variety of applications. Three of the new technological advancements that are impacting smart health are metaverse, artificial intelligence (AI), and data science. The metaverse is the intersection of three major technologies — AI, augmented reality (AR), and virtual reality (VR). Metaverse provides new possibilities and potential that are still emerging. The increased work efficiency enabled by artificial intelligence and data science in hospitals not only improves patient care but also cuts costs and workload for healthcare providers.The availability of big data enables data scientists to use the data for descriptive, predictive, and prescriptive analytics. This article reviews multiple case studies and the literature on AI and data science applications in hospital administration. The article also presents unresolved research questions and challenges in the applications of the metaverse, AI, and data science in the smart health context.

Design of a Structured Parsing Model for Corporate Bidding Documents Based on Bi-LSTM and Conditional Random Field (CRF)

“…The structure was quickly divided by extracting the heading information in the documents. Because it is an undirected graph structure, the CRF method avoids the dependence of the HMM method on state transfer in the Markov chain (Nuka et al 2022), and therefore, the CRF method has wide application in text subdivision and structure delineation (Yang et al 2022). Thus, in this paper we completed the text delineation by this method, and the results showed that the CRF method has obvious advantages.…”

Does More Investment in Universities Improve Their Performances?

“…First, big data and data science techniques can be used to provide valuable reference data for university management decisions by measuring, recording, storing, counting, and analyzing data on a large scale and over time. With a large amount of data, prediction, clustering, and relationshipmining techniques can be used (Yang et al, 2022). Prediction technology allows administrators to better evaluate the possibility of various outcomes, such as enrolment and placement trends, and the development and growth of various disciplines.…”

Beyond Your Sight Using Metaverse Immersive Vision With Technology Behaviour Model

“…As virtual reality and augmented reality (VR/AR), technologies continue to enhance there will be disruptive changes, especially for medical surveillance (Yang et al, 2022). Expanded Reality Healthcare Transformation is a holographic delivery, mixed reality platform that brings digital connections to life and provides new ways to teach, learn, and virtually perform tasks remotely (Catalano et al, 2022;Steike et al, 2022;Wang, Ning, Li et al, 2022).…”