Deep learning to predict elevated pulmonary artery pressure in patients with suspected pulmonary hypertension using standard chest X ray

Accurate diagnosis of pulmonary hypertension (PH) is crucial to ensure that patients receive timely treatment. We hypothesized that application of artificial intelligence (AI) to the chest X-ray (CXR) could identify elevated pulmonary artery pressure (PAP) and stratify the risk of heart failure hosp...

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Detalles Bibliográficos
Autores principales: Kusunose, Kenya, Hirata, Yukina, Tsuji, Takumasa, Kotoku, Jun’ichi, Sata, Masataka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7672097/
https://www.ncbi.nlm.nih.gov/pubmed/33203947
http://dx.doi.org/10.1038/s41598-020-76359-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7672097/
https://www.ncbi.nlm.nih.gov/pubmed/33203947
http://dx.doi.org/10.1038/s41598-020-76359-w

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