Deep learning parametric response mapping from inspiratory chest CT scans: a new approach for small airway disease screening

OBJECTIVES: Parametric response mapping (PRM) enables the evaluation of small airway disease (SAD) at the voxel level, but requires both inspiratory and expiratory chest CT scans. We hypothesize that deep learning PRM from inspiratory chest CT scans can effectively evaluate SAD in individuals with n...

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Detalles Bibliográficos
Autores principales: Chen, Bin, Liu, Ziyi, Lu, Jinjuan, Li, Zhihao, Kuang, Kaiming, Yang, Jiancheng, Wang, Zengmao, Sun, Yingli, Du, Bo, Qi, Lin, Li, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683250/
https://www.ncbi.nlm.nih.gov/pubmed/38017476
http://dx.doi.org/10.1186/s12931-023-02611-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683250/
https://www.ncbi.nlm.nih.gov/pubmed/38017476
http://dx.doi.org/10.1186/s12931-023-02611-2

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