A Deep Learning Model for the Diagnosis and Discrimination of Gram-Positive and Gram-Negative Bacterial Pneumonia for Children Using Chest Radiography Images and Clinical Information

PURPOSE: This study aimed to develop a deep learning model based on chest radiography (CXR) images and clinical data to accurately classify gram-positive and gram-negative bacterial pneumonia in children to guide the use of antibiotics. METHODS: We retrospectively collected CXR images along with cli...

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Detalles Bibliográficos
Autores principales: Wen, Ru, Xu, Peng, Cai, Yimin, Wang, Fang, Li, Mengfei, Zeng, Xianchun, Liu, Chen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10305772/
https://www.ncbi.nlm.nih.gov/pubmed/37388188
http://dx.doi.org/10.2147/IDR.S404786

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10305772/
https://www.ncbi.nlm.nih.gov/pubmed/37388188
http://dx.doi.org/10.2147/IDR.S404786

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