标题/作者	年份
A hyper learning binary dragonfly algorithm for feature selection: A COVID-19 case study J Too, S Mirjalili Knowledge-Based Systems 212, 106553	2021
A review on deep learning in medical image analysis S Suganyadevi, V Seethalakshmi, K Balasamy International Journal of Multimedia Information Retrieval 11 (1), 19-38	2022
Application of machine learning in diagnosis of COVID-19 through X-ray and CT images: a scoping review H Mohammad-Rahimi, M Nadimi, A Ghalyanchi-Langeroudi, M Taheri, ... Frontiers in cardiovascular medicine 8, 638011	2021
COVID-19 X-ray images classification based on enhanced fractional-order cuckoo search optimizer using heavy-tailed distributions D Yousri, M Abd Elaziz, L Abualigah, D Oliva, MAA Al-Qaness, AA Ewees Applied Soft Computing 101, 107052	2021
Current limitations to identify COVID-19 using artificial intelligence with chest X-ray imaging JD López-Cabrera, R Orozco-Morales, JA Portal-Diaz, ... Health and Technology 11 (2), 411-424	2021
A new COVID-19 detection method from human genome sequences using CpG island features and KNN classifier H Arslan, H Arslan Engineering Science and Technology, an International Journal 24 (4), 839-847	2021
Artificial intelligence for COVID-19: a systematic review L Wang, Y Zhang, D Wang, X Tong, T Liu, S Zhang, J Huang, L Zhang, ... Frontiers in medicine 8, 1457	2021
COVID-19 detection in X-ray images using convolutional neural networks D Arias-Garzón, JA Alzate-Grisales, S Orozco-Arias, HB Arteaga-Arteaga, ... Machine Learning with Applications 6, 100138	2021
COVID-19 image classification using deep learning: Advances, challenges and opportunities P Aggarwal, NK Mishra, B Fatimah, P Singh, A Gupta, SD Joshi Computers in Biology and Medicine 144, 105350	2022
Covid-19 imaging tools: How big data is big? KC Santosh, S Ghosh Journal of Medical Systems 45 (7), 71	2021
Intelligent system for COVID-19 prognosis: A state-of-the-art survey J Nayak, B Naik, P Dinesh, K Vakula, BK Rao, W Ding, D Pelusi Applied Intelligence 51, 2908-2938	2021
Comprehensive survey of using machine learning in the COVID-19 pandemic N El-Rashidy, S Abdelrazik, T Abuhmed, E Amer, F Ali, JW Hu, ... Diagnostics 11 (7), 1155	2021
COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach S Jadon Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and …	2021
Overview of current state of research on the application of artificial intelligence techniques for COVID-19 V Kumar, D Singh, M Kaur, R Damaševičius PeerJ computer science 7, e564	2021
Automated COVID-19 detection from X-ray and CT images with stacked ensemble convolutional neural network M Gour, S Jain Biocybernetics and Biomedical Engineering 42 (1), 27-41	2022
FractalCovNet architecture for COVID-19 chest X-ray image classification and CT-scan image segmentation H Munusamy, KJ Muthukumar, S Gnanaprakasam, TR Shanmugakani, ... Biocybernetics and Biomedical Engineering 41 (3), 1025-1038	2021
A preliminary analysis of AI based smartphone application for diagnosis of COVID-19 using chest X-ray images AK Rangarajan, HK Ramachandran Expert Systems with Applications 183, 115401	2021
A comparative study of multiple neural network for detection of COVID-19 on chest X-ray A Shazia, TZ Xuan, JH Chuah, J Usman, P Qian, KW Lai EURASIP journal on advances in signal processing 2021, 1-16	2021
Cov-elm classifier: an extreme learning machine based identification of covid-19 using chest x-ray images S Rajpal, M Agarwal, A Rajpal, N Lakhyani, A Saggar, N Kumar Intelligent Decision Technologies 16 (1), 193-203	2022
Detection of COVID-19 from chest x-ray images using transfer learning J Manokaran, F Zabihollahy, A Hamilton-Wright, E Ukwatta Journal of medical imaging 8 (S1), 017503-017503	2021

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