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. 2021 Aug 28;2(6):434. doi: 10.1007/s42979-021-00823-1

Table 1.

Summary of different data sources used in the papers

Type Data set name Data set source Papers
CT The Lung Image Database Consortium (LIDC) https://doi.org/10.1118/1.3528204 [12, 13]
CT China University Hospitals of Geneva (HUG) www.ChainZ.cn, El-Camino Hospital (CA), Zhejiang Province [14]
CT Societa Italiana di Radiologia Medica e Interventistica https://www.sirm.org/ [15]
CT Lung Segmentation and Candidate Points Generation https://www.kaggle.com/arturscussel/lung-segmentation-and-candidate-points-generation [16]
CT COVID-19 CT segmentation dataset http://medicalsegmentation.com/COVID19/ [1720]
CT COVID-CT https://github.com/UCSD-AI4H/COVID-CT [21]
X-ray and CT COVID-19 X-rays https://www.kaggle.com/andrewmvd/convid19-X-rays [2225]
X-ray and CT BIMCV COVID-19+ https://bimcv.cipf.es/bimcv-projects/bimcv-COVID19/ [26]
X-ray COVID-chestxray-dataset https://github.com/ieee8023/COVID-chestxray-dataset [16, 2225, 2747]
X-ray Chest X-ray Images (Pneumonia) https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia [27, 28, 31, 32, 34, 46, 48]
X-ray COVID-19 Radiography Database https://www.kaggle.com/tawsifurrahman/COVID19-radiography-database [44, 4952]
X-ray British Society of Thoracic (BSTI) https://www.bsti.org.uk/training-and-education [31]
X-ray Radiopedia https://radiopaedia.org/articles/normal-chest-imaging-examples?lang=gb [31, 33, 36, 45, 53]
X-ray COVID-19 Chest X-ray Dataset Initiative https://github.com/agchung/Figure1-COVID-chestxray-dataset [50, 51]
X-ray ActualMed COVID-19 Chest X-ray Dataset Initiative https://github.com/agchung/Actualmed-COVID-chestxray-dataset [50, 51]
X-ray COVID-19 Image Data Collection https://arxiv.org/abs/2003.11597 [51, 54]
X-ray COVID-19 database https://www.sirm.org/category/senza-categoria/COVID-19/ [33, 36, 52, 5456]
X-ray Optical Coherence Tomography (OCT) https://data.mendeley.com/datasets/rscbjbr9sj/2. [25, 47, 57]
X-ray COVID-19 X-ray dataset (COVID-CAPS) https://github.com/ShahinSHH/COVID-CAPS [58]
X-ray Kaggle RSNA Pneumonia Detection Dataset https://www.kaggle.com/c/rsna-pneumonia-detection-challenge [35, 38, 39, 42, 45, 50, 51, 59]
X-ray NIH Chest X-ray Dataset https://www.kaggle.com/nih-chest-xrays/data [36, 60]
X-ray Pneumonia Classification https://drive.google.com/open?id=1J9I-pPtPfLRGHJ42or4pKO2QASHzLkkj [53]
X-ray COVID-19 https://github.com/muhammedtalo/COVID-19 [60]
X-ray COVIDGR-1.0 https://github.com/ari-dasci/COVIDgr [61]