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10.1186/s13104-021-05592-x

http://scihub22266oqcxt.onion/10.1186/s13104-021-05592-x
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33980279!8114670!33980279
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suck abstract from ncbi


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pmid33980279      BMC+Res+Notes 2021 ; 14 (1): 178
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  • COVID19-CT-dataset: an open-access chest CT image repository of 1000+ patients with confirmed COVID-19 diagnosis #MMPMID33980279
  • Shakouri S; Bakhshali MA; Layegh P; Kiani B; Masoumi F; Ataei Nakhaei S; Mostafavi SM
  • BMC Res Notes 2021[May]; 14 (1): 178 PMID33980279show ga
  • OBJECTIVES: The ongoing Coronavirus disease 2019 (COVID-19) pandemic has drastically impacted the global health and economy. Computed tomography (CT) is the prime imaging modality for diagnosis of lung infections in COVID-19 patients. Data-driven and Artificial intelligence (AI)-powered solutions for automatic processing of CT images predominantly rely on large-scale, heterogeneous datasets. Owing to privacy and data availability issues, open-access and publicly available COVID-19 CT datasets are difficult to obtain, thus limiting the development of AI-enabled automatic diagnostic solutions. To tackle this problem, large CT image datasets encompassing diverse patterns of lung infections are in high demand. DATA DESCRIPTION: In the present study, we provide an open-source repository containing 1000+ CT images of COVID-19 lung infections established by a team of board-certified radiologists. CT images were acquired from two main general university hospitals in Mashhad, Iran from March 2020 until January 2021. COVID-19 infections were ratified with matching tests including Reverse transcription polymerase chain reaction (RT-PCR) and accompanying clinical symptoms. All data are 16-bit grayscale images composed of 512 x 512 pixels and are stored in DICOM standard. Patient privacy is preserved by removing all patient-specific information from image headers. Subsequently, all images corresponding to each patient are compressed and stored in RAR format.
  • |*COVID-19[MESH]
  • |Artificial Intelligence[MESH]
  • |COVID-19 Testing[MESH]
  • |Humans[MESH]
  • |Iran[MESH]
  • |Lung[MESH]
  • |SARS-CoV-2[MESH]


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