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An efficient approach based on 3D reconstruction of CT scan to improve the management and monitoring of COVID-19 patients

PURPOSE: To reconstruct a 3D visualization from CT images of COVID-19 patients in order to improve understanding of the disease for better management and follow-up. MATERIALS AND METHODS: We have retrieved CT images of 185 COVID-19 patients from the Cheikh Zaid International University Hospital in R...

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Detalles Bibliográficos
Autores principales: Hasni, Mouad, Farahat, Zineb, Abdeljelil, Azar, Marzouki, Kamal, Aoudad, Mohamed, Tlemsani, Zakaria, Megdiche, Kawtar, Ngote, Nabil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7648513/
https://www.ncbi.nlm.nih.gov/pubmed/33195849
http://dx.doi.org/10.1016/j.heliyon.2020.e05453
Descripción
Sumario:PURPOSE: To reconstruct a 3D visualization from CT images of COVID-19 patients in order to improve understanding of the disease for better management and follow-up. MATERIALS AND METHODS: We have retrieved CT images of 185 COVID-19 patients from the Cheikh Zaid International University Hospital in Rabat, Morocco. We then performed computer processing that allowed us to obtain a 3D visualization of these patients. RESULTS: In this article, we have chosen to do 3D reconstruction of three specific cases among 185 patients: - Cases (A1, A2) which are negative RT-PCR patient with normal CT images. - Cases (B1, B2) which are positive RT-PCR patient with abnormal CT images. - Case (C) which is a negative RT-PCR patient with CT abnormalities. To improve our results and have a better quality of the 3D reconstruction, we used different algorithms and a specific row data processing. CONCLUSION: 3D reconstruction has a significant role in the diagnosis and management of COVID-19 patients. The quality and reliability of 3D reconstructions allow the clinician to make a quick and efficient diagnosis and avoid an eventual false negative (produced by the RT-PCR test). We suggest including chest 3D reconstruction in the patient management and prognosis evaluation.