Applications of Artificial Intelligence (AI) for cardiology during COVID-19 pandemic
Background and aims: Artificial Intelligence (AI) shows extensive capabilities to impact different healthcare areas during the COVID-19 pandemic positively. This paper tries to assess the capabilities of AI in the field of cardiology during the COVID-19 pandemic. This technology is useful to provide...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
KeAi Communications Co. Ltd.
2021-01-01
|
| Series: | Sustainable Operations and Computers |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2666412721000155 |
| _version_ | 1828086159329198080 |
|---|---|
| author | Abid Haleem Mohd Javaid Ravi Pratap Singh Rajiv Suman |
| author_facet | Abid Haleem Mohd Javaid Ravi Pratap Singh Rajiv Suman |
| author_sort | Abid Haleem |
| collection | DOAJ |
| description | Background and aims: Artificial Intelligence (AI) shows extensive capabilities to impact different healthcare areas during the COVID-19 pandemic positively. This paper tries to assess the capabilities of AI in the field of cardiology during the COVID-19 pandemic. This technology is useful to provide advanced technology-based treatment in cardiology as it can help analyse and measure the functioning of the human heart. Methods: We have studied a good number of research papers on Artificial Intelligence on cardiology during the COVID-19 pandemic to identify its significant benefits, applications, and future scope. AI uses artificial neuronal networks (ANN) to predict. In cardiology, it is used to predict the survival of a COVID-19 patient from heart failure. Results: AI involves complex algorithms for predicting somewhat successful diagnosis and treatments. This technology uses different techniques, such as cognitive computing, deep learning, and machine learning. It is incorporated to make a decision and resolve complex challenges. It can focus on a large number of diseases, their causes, interactions, and prevention during the COVID-19 pandemic. This paper introduces AI-based care and studies its need in the field of cardiology. Finally, eleven major applications of AI in cardiology during the COVID-19 pandemic are identified and discussed. Conclusions: Cardiovascular diseases are one of the major causes of death in human beings, and it is increasing for the last few years. Cardiology patients' treatment is expensive, so this technology is introduced to provide a new pathway and visualise cardiac anomalies. AI is used to identify novel drug therapies and improve the efficiency of a physician. It is precise to predict the outcome of the COVID-19 patient from cardiac-based algorithms. Artificial Intelligence is becoming a popular feature of various engineering and healthcare sectors, is thought for providing a sustainable treatment platform. During the COVID-19 pandemic, this technology digitally controls some processes of treatments. |
| first_indexed | 2024-04-11T04:51:28Z |
| format | Article |
| id | doaj.art-c81e3ce5266e4027bea277fd57a34a26 |
| institution | Directory Open Access Journal |
| issn | 2666-4127 |
| language | English |
| last_indexed | 2024-04-11T04:51:28Z |
| publishDate | 2021-01-01 |
| publisher | KeAi Communications Co. Ltd. |
| record_format | Article |
| series | Sustainable Operations and Computers |
| spelling | doaj.art-c81e3ce5266e4027bea277fd57a34a262022-12-27T04:37:28ZengKeAi Communications Co. Ltd.Sustainable Operations and Computers2666-41272021-01-0127178Applications of Artificial Intelligence (AI) for cardiology during COVID-19 pandemicAbid Haleem0Mohd Javaid1Ravi Pratap Singh2Rajiv Suman3Department of Mechanical Engineering, Jamia Millia Islamia, New Delhi, IndiaDepartment of Mechanical Engineering, Jamia Millia Islamia, New Delhi, India; Corresponding author.Department of Industrial and Production Engineering, Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab, IndiaDepartment of Industrial & Production Engineering, G.B. Pant University of Agriculture & Technology, Pantnagar, Uttarakhand, IndiaBackground and aims: Artificial Intelligence (AI) shows extensive capabilities to impact different healthcare areas during the COVID-19 pandemic positively. This paper tries to assess the capabilities of AI in the field of cardiology during the COVID-19 pandemic. This technology is useful to provide advanced technology-based treatment in cardiology as it can help analyse and measure the functioning of the human heart. Methods: We have studied a good number of research papers on Artificial Intelligence on cardiology during the COVID-19 pandemic to identify its significant benefits, applications, and future scope. AI uses artificial neuronal networks (ANN) to predict. In cardiology, it is used to predict the survival of a COVID-19 patient from heart failure. Results: AI involves complex algorithms for predicting somewhat successful diagnosis and treatments. This technology uses different techniques, such as cognitive computing, deep learning, and machine learning. It is incorporated to make a decision and resolve complex challenges. It can focus on a large number of diseases, their causes, interactions, and prevention during the COVID-19 pandemic. This paper introduces AI-based care and studies its need in the field of cardiology. Finally, eleven major applications of AI in cardiology during the COVID-19 pandemic are identified and discussed. Conclusions: Cardiovascular diseases are one of the major causes of death in human beings, and it is increasing for the last few years. Cardiology patients' treatment is expensive, so this technology is introduced to provide a new pathway and visualise cardiac anomalies. AI is used to identify novel drug therapies and improve the efficiency of a physician. It is precise to predict the outcome of the COVID-19 patient from cardiac-based algorithms. Artificial Intelligence is becoming a popular feature of various engineering and healthcare sectors, is thought for providing a sustainable treatment platform. During the COVID-19 pandemic, this technology digitally controls some processes of treatments.http://www.sciencedirect.com/science/article/pii/S2666412721000155Artificial Intelligence (AI)ApplicationsCOVID-19CardiologyHealthcareSustainable treatment platform |
| spellingShingle | Abid Haleem Mohd Javaid Ravi Pratap Singh Rajiv Suman Applications of Artificial Intelligence (AI) for cardiology during COVID-19 pandemic Sustainable Operations and Computers Artificial Intelligence (AI) Applications COVID-19 Cardiology Healthcare Sustainable treatment platform |
| title | Applications of Artificial Intelligence (AI) for cardiology during COVID-19 pandemic |
| title_full | Applications of Artificial Intelligence (AI) for cardiology during COVID-19 pandemic |
| title_fullStr | Applications of Artificial Intelligence (AI) for cardiology during COVID-19 pandemic |
| title_full_unstemmed | Applications of Artificial Intelligence (AI) for cardiology during COVID-19 pandemic |
| title_short | Applications of Artificial Intelligence (AI) for cardiology during COVID-19 pandemic |
| title_sort | applications of artificial intelligence ai for cardiology during covid 19 pandemic |
| topic | Artificial Intelligence (AI) Applications COVID-19 Cardiology Healthcare Sustainable treatment platform |
| url | http://www.sciencedirect.com/science/article/pii/S2666412721000155 |
| work_keys_str_mv | AT abidhaleem applicationsofartificialintelligenceaiforcardiologyduringcovid19pandemic AT mohdjavaid applicationsofartificialintelligenceaiforcardiologyduringcovid19pandemic AT ravipratapsingh applicationsofartificialintelligenceaiforcardiologyduringcovid19pandemic AT rajivsuman applicationsofartificialintelligenceaiforcardiologyduringcovid19pandemic |