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A Deep Modality-Specific Ensemble for Improving Pneumonia Detection in Chest X-rays

Pneumonia is an acute respiratory infectious disease caused by bacteria, fungi, or viruses. Fluid-filled lungs due to the disease result in painful breathing difficulties and reduced oxygen intake. Effective diagnosis is critical for appropriate and timely treatment and improving survival. Chest X-r...

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Detalles Bibliográficos
Autores principales: Rajaraman, Sivaramakrishnan, Guo, Peng, Xue, Zhiyun, Antani, Sameer K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9221627/
https://www.ncbi.nlm.nih.gov/pubmed/35741252
http://dx.doi.org/10.3390/diagnostics12061442