A Practical Deep Learning Model in Differentiating Pneumonia-Type Lung Carcinoma from Pneumonia on CT Images: ResNet Added with Attention Mechanism

OBJECTIVE: We aim to develop a deep neural network model to differentiate pneumonia-type lung carcinoma from pneumonia based on chest CT scanning and evaluate its performance. MATERIALS AND METHODS: We retrospectively analyzed 131 patients diagnosed with pneumonia-type lung carcinoma and 171 patient...

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Detalles Bibliográficos
Autores principales: Du, Wang, Luo, Xiaojie, Chen, Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8890890/
https://www.ncbi.nlm.nih.gov/pubmed/35251178
http://dx.doi.org/10.1155/2022/8906259

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8890890/
https://www.ncbi.nlm.nih.gov/pubmed/35251178
http://dx.doi.org/10.1155/2022/8906259

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