Literature DB >> 35594026

5G, Big Data, and AI for Smart City and Prevention of Virus Infection.

Shumin Ren1,2, Bairong Shen3.   

Abstract

With the development of urbanization, artificial intelligence, communication technology, and the Internet of Things, cities have evolved a new ecology from traditional city structures, that is, smart city. Combining 5G and big data, the applications of smart cities have been extended to every aspect of residents' lives. Based on the popularization of communication equipment and sensors, the great improvement in data transmission and processing technology, the production efficiency in medical field, industrial field, and security field has been improved. This chapter introduces the current research related to smart cities, including its architecture, technologies, and equipment involved. Then it discussed the challenges and opportunities of explainable artificial intelligence (XAI), which is the next important development direction of AI, especially in the medical field, where patients and medical personnel have non-negligible needs for the interpretability of AI models. Then, taking COVID-19 as an example, it discussed how smart cities play a role during virus infection and introduced the specific applications designed so far. Finally, it discussed the shortcomings of the current situation and the aspects that can be improved in the future.
© 2022. The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

Entities:  

Keywords:  5G; Artificial intelligence; Big data; Smart city; Virus infection; XAI

Mesh:

Year:  2022        PMID: 35594026     DOI: 10.1007/978-981-16-8969-7_9

Source DB:  PubMed          Journal:  Adv Exp Med Biol        ISSN: 0065-2598            Impact factor:   2.622


  21 in total

1.  A unified theory of urban living.

Authors:  Luis Bettencourt; Geoffrey West
Journal:  Nature       Date:  2010-10-21       Impact factor: 49.962

Review 2.  Model Systems for Pulmonary Infectious Diseases: Paradigms of Anthrax and Tuberculosis.

Authors:  Gunjan Arora; Richa Misra; Andaleeb Sajid
Journal:  Curr Top Med Chem       Date:  2017       Impact factor: 3.295

3.  An analysis of physician attitudes regarding computer-based clinical consultation systems.

Authors:  R L Teach; E H Shortliffe
Journal:  Comput Biomed Res       Date:  1981-12

Review 4.  Machine Learning in Medicine.

Authors:  Rahul C Deo
Journal:  Circulation       Date:  2015-11-17       Impact factor: 29.690

5.  Earthquake-Induced Building-Damage Mapping Using Explainable AI (XAI).

Authors:  Sahar S Matin; Biswajeet Pradhan
Journal:  Sensors (Basel)       Date:  2021-06-30       Impact factor: 3.576

Review 6.  Deep Learning and Its Applications in Biomedicine.

Authors:  Chensi Cao; Feng Liu; Hai Tan; Deshou Song; Wenjie Shu; Weizhong Li; Yiming Zhou; Xiaochen Bo; Zhi Xie
Journal:  Genomics Proteomics Bioinformatics       Date:  2018-03-06       Impact factor: 7.691

7.  A Novel Scheme for an Energy Efficient Internet of Things Based on Wireless Sensor Networks.

Authors:  Shalli Rani; Rajneesh Talwar; Jyoteesh Malhotra; Syed Hassan Ahmed; Mahasweta Sarkar; Houbing Song
Journal:  Sensors (Basel)       Date:  2015-11-12       Impact factor: 3.576

8.  Digital technology and COVID-19.

Authors:  Daniel Shu Wei Ting; Lawrence Carin; Victor Dzau; Tien Y Wong
Journal:  Nat Med       Date:  2020-04       Impact factor: 53.440

9.  Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI).

Authors:  Abolfazl Abdollahi; Biswajeet Pradhan
Journal:  Sensors (Basel)       Date:  2021-07-11       Impact factor: 3.576

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