A multitask deep learning approach for pulmonary embolism detection and identification

Pulmonary embolism (PE) is a blood clot traveling to the lungs and is associated with substantial morbidity and mortality. Therefore, rapid diagnoses and treatments are essential. Chest computed tomographic pulmonary angiogram (CTPA) is the gold standard for PE diagnoses. Deep learning can enhance t...

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Detalles Bibliográficos
Autores principales: Ma, Xiaotian, Ferguson, Emma C., Jiang, Xiaoqian, Savitz, Sean I., Shams, Shayan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9338063/
https://www.ncbi.nlm.nih.gov/pubmed/35906477
http://dx.doi.org/10.1038/s41598-022-16976-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9338063/
https://www.ncbi.nlm.nih.gov/pubmed/35906477
http://dx.doi.org/10.1038/s41598-022-16976-9

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