标题/作者	年份
Automated detection of COVID-19 cases using deep neural networks with X-ray images T Ozturk, M Talo, EA Yildirim, UB Baloglu, O Yildirim, UR Acharya Computers in biology and medicine 121, 103792	2020
Can AI help in screening viral and COVID-19 pneumonia? MEH Chowdhury, T Rahman, A Khandakar, R Mazhar, MA Kadir, ... Ieee Access 8, 132665-132676	2020
Review of artificial intelligence techniques in imaging data acquisition, segmentation, and diagnosis for COVID-19 F Shi, J Wang, J Shi, Z Wu, Q Wang, Z Tang, K He, Y Shi, D Shen IEEE reviews in biomedical engineering 14, 4-15	2020
CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images AI Khan, JL Shah, MM Bhat Computer methods and programs in biomedicine 196, 105581	2020
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network A Abbas, MM Abdelsamea, MM Gaber Applied Intelligence 51, 854-864	2021
Inf-net: Automatic covid-19 lung infection segmentation from ct images DP Fan, T Zhou, GP Ji, Y Zhou, G Chen, H Fu, J Shen, L Shao IEEE transactions on medical imaging 39 (8), 2626-2637	2020
Deep learning COVID-19 features on CXR using limited training data sets Y Oh, S Park, JC Ye IEEE transactions on medical imaging 39 (8), 2688-2700	2020
Covid-19 image data collection: Prospective predictions are the future JP Cohen, P Morrison, L Dao, K Roth, TQ Duong, M Ghassemi arXiv preprint arXiv:2006.11988	2020
COVIDiagnosis-Net: Deep Bayes-SqueezeNet based diagnosis of the coronavirus disease 2019 (COVID-19) from X-ray images F Ucar, D Korkmaz Medical hypotheses 140, 109761	2020
Covidgan: data augmentation using auxiliary classifier gan for improved covid-19 detection A Waheed, M Goyal, D Gupta, A Khanna, F Al-Turjman, PR Pinheiro Ieee Access 8, 91916-91923	2020
Covid-caps: A capsule network-based framework for identification of covid-19 cases from x-ray images P Afshar, S Heidarian, F Naderkhani, A Oikonomou, KN Plataniotis, ... Pattern Recognition Letters 138, 638-643	2020
Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images T Rahman, A Khandakar, Y Qiblawey, A Tahir, S Kiranyaz, SBA Kashem, ... Computers in biology and medicine 132, 104319	2021
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2 M Rahimzadeh, A Attar Informatics in medicine unlocked 19, 100360	2020
A combined deep CNN-LSTM network for the detection of novel coronavirus (COVID-19) using X-ray images MZ Islam, MM Islam, A Asraf Informatics in medicine unlocked 20, 100412	2020
AI4COVID-19: AI enabled preliminary diagnosis for COVID-19 from cough samples via an app A Imran, I Posokhova, HN Qureshi, U Masood, MS Riaz, K Ali, CN John, ... Informatics in medicine unlocked 20, 100378	2020
Covid-resnet: A deep learning framework for screening of covid19 from radiographs M Farooq, A Hafeez arXiv preprint arXiv:2003.14395	2020
Explainable deep learning for pulmonary disease and coronavirus COVID-19 detection from X-rays L Brunese, F Mercaldo, A Reginelli, A Santone Computer Methods and Programs in Biomedicine 196, 105608	2020
Mapping the landscape of artificial intelligence applications against COVID-19 J Bullock, A Luccioni, KH Pham, CSN Lam, M Luengo-Oroz Journal of Artificial Intelligence Research 69, 807-845	2020
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios RM Pereira, D Bertolini, LO Teixeira, CN Silla Jr, YMG Costa Computer methods and programs in biomedicine 194, 105532	2020
Multi-task deep learning based CT imaging analysis for COVID-19 pneumonia: Classification and segmentation A Amyar, R Modzelewski, H Li, S Ruan Computers in biology and medicine 126, 104037	2020

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