Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs

Pneumonia affects 7% of the global population, resulting in 2 million pediatric deaths every year. Chest X-ray (CXR) analysis is routinely performed to diagnose the disease. Computer-aided diagnostic (CADx) tools aim to supplement decision-making. These tools process the handcrafted and/or convoluti...

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Detalles Bibliográficos
Autores principales: Rajaraman, Sivaramakrishnan, Candemir, Sema, Kim, Incheol, Thoma, George, Antani, Sameer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7250407/
https://www.ncbi.nlm.nih.gov/pubmed/32457819
http://dx.doi.org/10.3390/app8101715

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7250407/
https://www.ncbi.nlm.nih.gov/pubmed/32457819
http://dx.doi.org/10.3390/app8101715

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