Deep leaning;
mobile application;
SPO2;
sensors;
tensorflow;
PNEUMONIA;
CLASSIFICATION;
CORONAVIRUS;
D O I:
10.1142/S1793962321410051
中图分类号:
TP301 [理论、方法];
学科分类号:
081202 ;
摘要:
In this paper, we will discuss prediction methods to restrict the spread of the disease by tracking contact individuals via mobile application to individuals infected with the COVID-19 virus. We will track individuals using bluetooth technology and then we will save information in the central database when they are in touch. Monitoring cases and avoiding the infected person help with social distance. We also propose that sensors used by people to obtain blood oxygen saturation level and their body temperature will be used besides bluetooth monitoring. The estimation of the frequency of the disease is based on the data entered by the patient and also on the data gathered from the users who entered the program on the state of the disease. In this study, we will also propose the best way to restrict the spread of COVID-19 by using methods of artificial intelligence to predict the disease in Jordan using Tensorflow.
机构:
Univ Malaya, Dept Biomed Engn, Fac Engn, Kuala Lumpur 50603, MalaysiaManipal Acad Higher Educ, Manipal Inst Technol, Dept Instrumentat & Control Engn, Manipal 576104, India
Kadri, Nahrizul Adib
Hasikin, Khairunnisa
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Dept Biomed Engn, Fac Engn, Kuala Lumpur 50603, MalaysiaManipal Acad Higher Educ, Manipal Inst Technol, Dept Instrumentat & Control Engn, Manipal 576104, India
Hasikin, Khairunnisa
Barua, Prabal Datta
论文数: 0引用数: 0
h-index: 0
机构:
Cogninet Australia, Cogninet Brain Team, Sydney, NSW 2010, Australia
Univ Southern Queensland, Sch Business Informat Syst, Fac Business Educ Law & Arts, Toowoomba, Qld 4350, Australia
Univ Technol Sydney, Fac Engn & Informat Technol, Sydney, NSW 2007, AustraliaManipal Acad Higher Educ, Manipal Inst Technol, Dept Instrumentat & Control Engn, Manipal 576104, India
Barua, Prabal Datta
Chakraborty, Subrata
论文数: 0引用数: 0
h-index: 0
机构:
Univ Technol Sydney, Fac Engn & Informat Technol, Sydney, NSW 2007, Australia
Univ New England, Fac Sci Agr Business & Law, Armidale, NSW 2351, AustraliaManipal Acad Higher Educ, Manipal Inst Technol, Dept Instrumentat & Control Engn, Manipal 576104, India
Chakraborty, Subrata
Ciaccio, Edward J.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Med, Med Ctr, New York, NY 10032 USAManipal Acad Higher Educ, Manipal Inst Technol, Dept Instrumentat & Control Engn, Manipal 576104, India
Ciaccio, Edward J.
Acharya, U. Rajendra
论文数: 0引用数: 0
h-index: 0
机构:
Sch Engn, Ngee Ann Polytech, Singapore 599489, Singapore
Asia Univ, Dept Biomed Informat & Med Engn, Taichung 41354, Taiwan
Kumamoto Univ, Int Res Org Adv Sci & Technol IROAST, Kumamoto 8608555, JapanManipal Acad Higher Educ, Manipal Inst Technol, Dept Instrumentat & Control Engn, Manipal 576104, India
机构:
Sichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
Wang, Lian
Zhang, Yonggang
论文数: 0引用数: 0
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机构:
Sichuan Univ, West China Hosp, Dept Period Press, Chengdu, Peoples R China
Sichuan Univ, West China Hosp, Natl Clin Res Ctr Geriatr, Chengdu, Peoples R China
Sichuan Univ, West China Hosp, Chinese Evidence Based Med Ctr, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
Zhang, Yonggang
Wang, Dongguang
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
Wang, Dongguang
Tong, Xiang
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
Tong, Xiang
Liu, Tao
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
Liu, Tao
Zhang, Shijie
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
Zhang, Shijie
Huang, Jizhen
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
Huang, Jizhen
Zhang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
Zhang, Li
Chen, Lingmin
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, Natl Clin Res Ctr Geriatr, Chengdu, Peoples R China
Sichuan Univ, West China Hosp, Dept Anesthesiol, Chengdu, Peoples R China
Chinese Acad Med Sci, Res Units West China, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
Chen, Lingmin
Fan, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, West China Sch Med, Dept Resp & Crit Care Med, Chengdu, Peoples R China
机构:
Cleveland Clin, Genom Med Inst, Lerner Res Inst, Cleveland, OH 44195 USACleveland Clin, Genom Med Inst, Lerner Res Inst, Cleveland, OH 44195 USA
Zhou, Yadi
Wang, Fei
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Populat Hlth Sci, Weill Cornell Med Coll, New York, NY USACleveland Clin, Genom Med Inst, Lerner Res Inst, Cleveland, OH 44195 USA
Wang, Fei
Tang, Jian
论文数: 0引用数: 0
h-index: 0
机构:
HEC Montreal, Inst Learning Algorithms, Montreal, PQ, Canada
HEC Montreal, CIFAR AI Res Chair, Montreal, PQ, CanadaCleveland Clin, Genom Med Inst, Lerner Res Inst, Cleveland, OH 44195 USA
Tang, Jian
Nussinov, Ruth
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Canc & Inflammat Program, Leidos Biomed Res, Frederick Natl Lab Canc Res, Frederick, MD USA
Tel Aviv Univ, Sackler Sch Med, Dept Human Mol Genet & Biochem, Tel Aviv, IsraelCleveland Clin, Genom Med Inst, Lerner Res Inst, Cleveland, OH 44195 USA
Nussinov, Ruth
Cheng, Feixiong
论文数: 0引用数: 0
h-index: 0
机构:
Cleveland Clin, Genom Med Inst, Lerner Res Inst, Cleveland, OH 44195 USA
Cleveland Clin, Dept Mol Med, Lerner Coll Med, Cleveland, OH USA
Case Western Reserve Univ, Case Comprehens Canc Ctr, Cleveland, OH USACleveland Clin, Genom Med Inst, Lerner Res Inst, Cleveland, OH 44195 USA
Cheng, Feixiong
LANCET DIGITAL HEALTH,
2020,
2
(12):
: E667
-
E676