Book ChapterDOI
Quantitative Analysis of COVID-19 Patients: A Preliminary Statistical Result of Deep Learning Artificial Intelligence Framework
Soobia Saeed,Nz Jhanjhi,Memood Naqvi,Mamoona Humayun,Vasaki Ponnusamy +4 more
- pp 218-242
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TLDR
A computerized tomography study in patients with suspected COVID-19 pneumonia consists of using a high-resolution approach (HRCT) and artificial intelligence applications need to be useful in categorizing the illness to an awesome severity and integrating the structured file.Abstract:
A new coronavirus-CoV-2 virus has caused disease outbreaks in many countries, and the number of cases is increasing rapidly through transmission from person to person. Clinical acoustics for SARS-CoV-2 patients are crucial to distinguish them from other respiratory infections. Symptomatic sufferers can also have pulmonary lesions on the photographs. A computerized tomography study in patients with suspected COVID-19 pneumonia consists of using a high-resolution approach (HRCT). Artificial intelligence applications need to be useful in categorizing the illness to an awesome severity and integrating the structured file, organized consistent with subjective issues, with objective and quantitative checks of the amount of the lesions. Data indicate the statistical document of the world in trendy. This method, with the aid of a coloring map, identifies floor glass in submission processing and separates it from consolidation and units it as a percentage in respect to the balanced weight loss program.read more
Citations
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Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study
Fei Zhou,Ting Yu,Ronghui Du,Guohui Fan,Ying Liu,Zhibo Liu,Jie Xiang,Yeming Wang,Bin Song,Xiaoying Gu,Xiaoying Gu,Lulu Guan,Yuan Wei,Li Hui,Xudong Wu,Jiuyang Xu,Shengjin Tu,Yi Zhang,Hua Chen,Bin Cao +19 more
TL;DR: Prolonged viral shedding provides the rationale for a strategy of isolation of infected patients and optimal antiviral interventions in the future.
Journal ArticleDOI
Agent-Based Medical Health Monitoring System
TL;DR: A multi-agent-based system for health monitoring is provided in this study, which entails a group of intelligent agents that gather patient data, reason together, and propose actions to patients and medical professionals in a mobile context, allowing for timely health facilities for remote patients using 5G technology.
Journal ArticleDOI
Prediction Model for Coronavirus Pandemic Using Deep Learning
TL;DR: In this paper , the authors proposed a prediction model that would use Artificial Intelligence and Deep Learning to improve the diagnostic process by reducing unreliable diagnostic interpretation of chest CT scans and allowing clinicians to accurately discriminate between patients who are sick with COVID-19 or pneumonia, and also empowering health professionals to distinguish Chest CT scans of healthy people.
Journal ArticleDOI
A Monte Carlo Based COVID-19 Detection Framework for Smart Healthcare
TL;DR: In this article , a Monte Carlo algorithm guided protocol is developed to probe a secured cipher output, which helps to avoid wireless network issues like packet loss, network attacks, network interference, and routing problems.
Journal ArticleDOI
Predicting COVID-19 statistics using machine learning regression model: Li-MuLi-Poly.
Hari Singh,Seema Bawa +1 more
TL;DR: In this paper, Li-MuLi-Poly was used to predict COVID-19 deaths in the United States of America, and the experiment was carried out on machine learning model, minimum mean square error model, and maximum likelihood ratio model, where the correlation of the selected independent parameters was determined by the heat map and the Carl Pearson correlation matrix.
References
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Journal ArticleDOI
Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study.
Fei Zhou,Ting Yu,Ronghui Du,Guohui Fan,Ying Liu,Zhibo Liu,Jie Xiang,Yeming Wang,Bin Song,Xiaoying Gu,Xiaoying Gu,Lulu Guan,Yuan Wei,Li Hui,Xudong Wu,Jiuyang Xu,Shengjin Tu,Yi Zhang,Hua Chen,Bin Cao +19 more
TL;DR: Wang et al. as discussed by the authors used univariable and multivariable logistic regression methods to explore the risk factors associated with in-hospital death, including older age, high SOFA score and d-dimer greater than 1 μg/mL.
Journal ArticleDOI
Clinical course and outcomes of critically ill patients with SARS-CoV-2 pneumonia in Wuhan, China: a single-centered, retrospective, observational study.
Xiaobo Yang,Yuan Yu,Jiqian Xu,Huaqing Shu,Jia'an Xia,Hong Liu,Hong Liu,Yongran Wu,Lu Zhang,Zhui Yu,Minghao Fang,Ting Yu,Yaxin Wang,Shangwen Pan,Xiaojing Zou,Shiying Yuan,You Shang,You Shang +17 more
TL;DR: The clinical course and outcomes of critically ill patients with SARS-CoV-2 pneumonia who were admitted to the intensive care unit (ICU) of Wuhan Jin Yin-tan hospital between late December, 2019 and Jan 26, 2020 are described.
Journal ArticleDOI
Risk Factors Associated With Acute Respiratory Distress Syndrome and Death in Patients With Coronavirus Disease 2019 Pneumonia in Wuhan, China
Chaomin Wu,Xiaoyan Chen,Yanping Cai,Jia’an Xia,Xing Zhou,Sha Xu,Han-Ping Huang,Li Zhang,Xia Zhou,Chunling Du,Yuye Zhang,Juan Song,Sijiao Wang,Yencheng Chao,Zeyong Yang,Jie Xu,Xin Zhou,Dechang Chen,Weining Xiong,Lei Xu,Feng Zhou,Jinjun Jiang,Chunxue Bai,Zheng Junhua,Yuanlin Song +24 more
TL;DR: Although high fever was associated with the development of ARDS, it was also associated with better outcomes among patients with ARDS and treatment with methylprednisolone may be beneficial for patients who develop ARDS.
WHO Declares COVID-19 a Pandemic.
TL;DR: The Director-General of the World Health Organization, Dr. Tedros Adhanom Ghebreyesus, noted that over the past 2 weeks, the number of cases outside China increased 13-fold and theNumber of countries with cases increased threefold, and further increases are expected.
Journal ArticleDOI
World Health Organization declares global emergency: A review of the 2019 novel coronavirus (COVID-19).
Catrin Sohrabi,Zaid Alsafi,Niamh O'Neill,M.N.I. Khan,Ahmed Kerwan,Ahmed Al-Jabir,Christos Iosifidis,Riaz Agha +7 more
TL;DR: Despite rigorous global containment and quarantine efforts, the incidence of COVID-19 continues to rise, with 90,870 laboratory-confirmed cases and over 3,000 deaths worldwide.