Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey
CC BY
Lưu vào:
| Tác giả chính: | , , |
|---|---|
| Định dạng: | Sách |
| Ngôn ngữ: | English |
| Nhà xuất bản: |
Springer
2023
|
| Chủ đề: | |
| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s00354-023-00213-6 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7702 |
| Từ khóa: |
Thêm từ khóa
Không có từ khóa, Hãy là người đầu tiên đánh dấu biểu ghi này!
|
| id |
oai:localhost:PNK-7702 |
|---|---|
| record_format |
dspace |
| spelling |
oai:localhost:PNK-77022023-04-10T02:38:02Z Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey Rana, Khattab Islam R., Abdelmaksoud Samir, Abdelrazek Deep Learning Artificial Intelligence Computed Tomography CC BY Coronavirus Disease 2019 (COVID-19), which is caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-COV-2), surprised the world in December 2019 and has threatened the lives of millions of people. Countries all over the world closed worship places and shops, prevented gatherings, and implemented curfews to stand against the spread of COVID-19. Deep Learning (DL) and Artificial Intelligence (AI) can have a great role in detecting and fighting this disease. Deep learning can be used to detect COVID-19 symptoms and signs from different imaging modalities, such as X-Ray, Computed Tomography (CT), and Ultrasound Images (US). This could help in identifying COVID-19 cases as a first step to curing them. In this paper, we reviewed the research studies conducted from January 2020 to September 2022 about deep learning models that were used in COVID-19 detection. 2023-04-10T02:38:02Z 2023-04-10T02:38:02Z 2023 Book https://link.springer.com/article/10.1007/s00354-023-00213-6 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7702 en application/pdf Springer |
| institution |
Digital Phenikaa |
| collection |
Digital Phenikaa |
| language |
English |
| topic |
Deep Learning Artificial Intelligence Computed Tomography |
| spellingShingle |
Deep Learning Artificial Intelligence Computed Tomography Rana, Khattab Islam R., Abdelmaksoud Samir, Abdelrazek Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey |
| description |
CC BY |
| format |
Book |
| author |
Rana, Khattab Islam R., Abdelmaksoud Samir, Abdelrazek |
| author_facet |
Rana, Khattab Islam R., Abdelmaksoud Samir, Abdelrazek |
| author_sort |
Rana, Khattab |
| title |
Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey |
| title_short |
Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey |
| title_full |
Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey |
| title_fullStr |
Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey |
| title_full_unstemmed |
Deep Convolutional Neural Networks for Detecting COVID-19 Using Medical Images: A Survey |
| title_sort |
deep convolutional neural networks for detecting covid-19 using medical images: a survey |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1007/s00354-023-00213-6 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7702 |
| _version_ |
1762818480142286848 |
| score |
8.887836 |