Artificial Intelligence (AI) applications for COVID-19 pandemic.
TLDR
The role of AI as a decisive technology to analyze, prepare us for prevention and fight with COVID-19 (Coronavirus) and other pandemics is reviewed and seven significant applications of AI for CO VID-19 pandemic are identified.Abstract:
Background and aims Healthcare delivery requires the support of new technologies like Artificial Intelligence (AI), Internet of Things (IoT), Big Data and Machine Learning to fight and look ahead against the new diseases. We aim to review the role of AI as a decisive technology to analyze, prepare us for prevention and fight with COVID-19 (Coronavirus) and other pandemics. Methods The rapid review of the literature is done on the database of Pubmed, Scopus and Google Scholar using the keyword of COVID-19 or Coronavirus and Artificial Intelligence or AI. Collected the latest information regarding AI for COVID-19, then analyzed the same to identify its possible application for this disease. Results We have identified seven significant applications of AI for COVID-19 pandemic. This technology plays an important role to detect the cluster of cases and to predict where this virus will affect in future by collecting and analyzing all previous data. Conclusions Healthcare organizations are in an urgent need for decision-making technologies to handle this virus and help them in getting proper suggestions in real-time to avoid its spread. AI works in a proficient way to mimic like human intelligence. It may also play a vital role in understanding and suggesting the development of a vaccine for COVID-19. This result-driven technology is used for proper screening, analyzing, prediction and tracking of current patients and likely future patients. The significant applications are applied to tracks data of confirmed, recovered and death cases.read more
Citations
More filters
Journal ArticleDOI
Applications of machine learning and artificial intelligence for Covid-19 (SARS-CoV-2) pandemic: A review
TL;DR: The ongoing development in AI and ML has significantly improved treatment, medication, screening, prediction, forecasting, contact tracing, and drug/vaccine development process for the Covid-19 pandemic and reduce the human intervention in medical practice.
Journal ArticleDOI
Internet of things (IoT) applications to fight against COVID-19 pandemic.
TL;DR: Internet of Things (IoT) enabled healthcare system is useful for proper monitoring of COVID-19 patients, by employing an interconnected network and helps to increase patient satisfaction and reduces readmission rate in the hospital.
Journal ArticleDOI
Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil.
Matheus Henrique Dal Molin Ribeiro,Matheus Henrique Dal Molin Ribeiro,Ramon Gomes da Silva,Viviana Cocco Mariani,Viviana Cocco Mariani,Leandro dos Santos Coelho,Leandro dos Santos Coelho +6 more
TL;DR: The use of evaluated models is recommended to forecasting and monitor the ongoing growth of COVID-19 cases, once these models can assist the managers in the decision-making support systems.
Journal ArticleDOI
Adoption of Digital Technologies in Health Care During the COVID-19 Pandemic: Systematic Review of Early Scientific Literature.
Davide Golinelli,Erik Boetto,Gherardo Carullo,Andrea Giovanni Nuzzolese,Maria Paola Landini,Maria Pia Fantini +5 more
TL;DR: It is reported that digital solutions and innovative technologies have mainly been proposed for the diagnosis of COVID-19 and digital solutions that integrate with the traditional methods, such as AI-based diagnostic algorithms based both on imaging and/or clinical data, seem promising.
Journal ArticleDOI
Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network
TL;DR: The proposed architecture can provide an automated medical diagnostics system to support healthcare specialists for enhanced decision making during this pandemic scenario.
References
More filters
Journal ArticleDOI
Correlation of Chest CT and RT-PCR Testing for Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases.
Tao Ai,Zhenlu Yang,Hongyan Hou,Chenao Zhan,Chong Chen,Wen-Zhi Lv,Qian Tao,Ziyong Sun,Liming Xia +8 more
TL;DR: Chest CT has a high sensitivity for diagnosis of CO VID-19 and may be considered as a primary tool for the current COVID-19 detection in epidemic areas, as well as for patients with multiple RT-PCR assays.
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.
Journal ArticleDOI
Using Artificial Intelligence to Detect COVID-19 and Community-acquired Pneumonia Based on Pulmonary CT: Evaluation of the Diagnostic Accuracy.
Lin Li,Lixin Qin,Zeguo Xu,Youbing Yin,Xin Wang,Bin Kong,Junjie Bai,Lu Yi,Zhenghan Fang,Qi Song,Kunlin Cao,Daliang Liu,Guisheng Wang,Qi-Zhong Xu,Xisheng Fang,Shiqin Zhang,Juan Xia,Jun Xia +17 more
TL;DR: A deep learning model was developed to extract visual features from volumetric chest CT scans for the detection of coronavirus 2019 and differentiate it from community-acquired pneumonia and other lung conditions.
Journal ArticleDOI
Digital technology and COVID-19.
TL;DR: The past decade has allowed the development of a multitude of digital tools, now they can be used to remediate the COVID-19 outbreak.
Journal ArticleDOI
Performance of Radiologists in Differentiating COVID-19 from Non-COVID-19 Viral Pneumonia at Chest CT.
Harrison X. Bai,Ben Hsieh,Zeng Xiong,Kasey Halsey,Ji Whae Choi,Thi My Linh Tran,Ian Pan,Lin Bo Shi,Dong Cui Wang,Ji Mei,Xiao-Long Jiang,Qiu Hua Zeng,Thomas K. Egglin,Ping Feng Hu,Saurabh Agarwal,Fang Fang Xie,Sha Li,Terrance T. Healey,Michael K. Atalay,Wei Hua Liao +19 more
TL;DR: Radiologists in China and the United States distinguished COVID-19 from viral pneumonia on chest CT with high specificity but moderate sensitivity.
Related Papers (5)
Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China
Chaolin Huang,Yeming Wang,Xingwang Li,Lili Ren,Jianping Zhao,Yi Hu,Li Zhang,Guohui Fan,Jiuyang Xu,Xiaoying Gu,Zhenshun Cheng,Ting Yu,Jia'an Xia,Yuan Wei,Wenjuan Wu,Xuelei Xie,Wen Yin,Li Hui,Min Liu,Yan Xiao,Hong Gao,Li Guo,Jungang Xie,Guang-Fa Wang,Rongmeng Jiang,Zhancheng Gao,Qi Jin,Jianwei Wang,Bin Cao +28 more