Hospitals are crucial healthcare facilities where patients seek treatment,and effective budget management within hospitals significantly impacts their operational efficiency and financial performance.In the age of inf...Hospitals are crucial healthcare facilities where patients seek treatment,and effective budget management within hospitals significantly impacts their operational efficiency and financial performance.In the age of information technology and advanced healthcare solutions,the emergence of smart hospitals represents a new trend in the medical industry’s evolution.Leveraging modern information technology can enhance the development of hospital IT systems and drive budget management toward greater intelligence.This paper begins by analyzing the influence of smart hospitals on hospital budget control.It then examines the current state of budget management control within smart hospitals.Finally,it proposes several strategies for budget management control in smart hospitals,aiming to provide guidance for relevant stakeholders.展开更多
Objective To study the development of smart hospital to better carry out medical services in the context of the popularization and application of the Internet and the traditional medical model facing the challenge of ...Objective To study the development of smart hospital to better carry out medical services in the context of the popularization and application of the Internet and the traditional medical model facing the challenge of COVID-19 in 2020.Methods Literature research method was used to analyze the Internet medical mode,and field investigation was made to explore the application of smart medical treatment in hospital A during the pandemic.Results and Conclusion The smart medical platform built by hospital A provides convenient and fast services for patients,but it also exposes the problems in the construction of smart hospitals in China.This paper proposes some suggestions such as hospitals’participating in the independent review of smart systems and optimizing their information systems.展开更多
Along with the development of 5G network and Internet of Things technologies,there has been an explosion in personalized healthcare systems.When the 5G and Artificial Intelligence(Al)is introduced into diabetes manage...Along with the development of 5G network and Internet of Things technologies,there has been an explosion in personalized healthcare systems.When the 5G and Artificial Intelligence(Al)is introduced into diabetes management architecture,it can increase the efficiency of existing systems and complications of diabetes can be handled more effectively by taking advantage of 5G.In this article,we propose a 5G-based Artificial Intelligence Diabetes Management architecture(AIDM),which can help physicians and patients to manage both acute complications and chronic complications.The AIDM contains five layers:the sensing layer,the transmission layer,the storage layer,the computing layer,and the application layer.We build a test bed for the transmission and application layers.Specifically,we apply a delay-aware RA optimization based on a double-queue model to improve access efficiency in smart hospital wards in the transmission layer.In application layer,we build a prediction model using a deep forest algorithm.Results on real-world data show that our AIDM can enhance the efficiency of diabetes management and improve the screening rate of diabetes as well.展开更多
文摘Hospitals are crucial healthcare facilities where patients seek treatment,and effective budget management within hospitals significantly impacts their operational efficiency and financial performance.In the age of information technology and advanced healthcare solutions,the emergence of smart hospitals represents a new trend in the medical industry’s evolution.Leveraging modern information technology can enhance the development of hospital IT systems and drive budget management toward greater intelligence.This paper begins by analyzing the influence of smart hospitals on hospital budget control.It then examines the current state of budget management control within smart hospitals.Finally,it proposes several strategies for budget management control in smart hospitals,aiming to provide guidance for relevant stakeholders.
文摘Objective To study the development of smart hospital to better carry out medical services in the context of the popularization and application of the Internet and the traditional medical model facing the challenge of COVID-19 in 2020.Methods Literature research method was used to analyze the Internet medical mode,and field investigation was made to explore the application of smart medical treatment in hospital A during the pandemic.Results and Conclusion The smart medical platform built by hospital A provides convenient and fast services for patients,but it also exposes the problems in the construction of smart hospitals in China.This paper proposes some suggestions such as hospitals’participating in the independent review of smart systems and optimizing their information systems.
基金supported by grants from the industry prospecting and common key technology key projects of Jiangsu Province Science and Technology Department(Grant no.BE2020721)the Special guidance funds for service industry of Jiangsu Province Development and Reform Commission(Grant no.(2019)1089)+4 种基金the big data industry development pilot demonstration project of Ministry of Industry and Information Technology of China(Grant no.(2019)243,(2020)84)the Industrial and Information Industry Transformation and Upgrading Guiding Fund of Jiangsu Economy and Information Technology Commission(Grant no.(2018)0419)the Research Project of Jiangsu Province Sciences(Grant no.2019-2020ZZWKT15)the found of Jiangsu Engineering Research Center of Jiangsu Province Development and Reform Commission(Grant no.(2020)1460)the found of Jiangsu Digital Future Integration Innovation Center(Grant no.(2018)498).
文摘Along with the development of 5G network and Internet of Things technologies,there has been an explosion in personalized healthcare systems.When the 5G and Artificial Intelligence(Al)is introduced into diabetes management architecture,it can increase the efficiency of existing systems and complications of diabetes can be handled more effectively by taking advantage of 5G.In this article,we propose a 5G-based Artificial Intelligence Diabetes Management architecture(AIDM),which can help physicians and patients to manage both acute complications and chronic complications.The AIDM contains five layers:the sensing layer,the transmission layer,the storage layer,the computing layer,and the application layer.We build a test bed for the transmission and application layers.Specifically,we apply a delay-aware RA optimization based on a double-queue model to improve access efficiency in smart hospital wards in the transmission layer.In application layer,we build a prediction model using a deep forest algorithm.Results on real-world data show that our AIDM can enhance the efficiency of diabetes management and improve the screening rate of diabetes as well.
