A quality-checked and physics-constrained deep learning method to estimate material basis images from single-kV contrast-enhanced chest CT scans

BACKGROUND: Single-kV CT imaging is one of the primary imaging methods in radiology practices. However, it does not provide material basis images for some subtle lesion characterization tasks in clinical diagnosis. PURPOSE: To develop a quality-checked and physics-constrained deep learning (DL) meth...

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Detalles Bibliográficos
Autores principales: Li, Yinsheng, Tie, Xin, Li, Ke, Zhang, Ran, Qi, Zhihua, Budde, Adam, Grist, Thomas M., Chen, Guang-Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10330050/
https://www.ncbi.nlm.nih.gov/pubmed/36908250
http://dx.doi.org/10.1002/mp.16352

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