Radiomics Detection of Pulmonary Hypertension via Texture-Based Assessments of Cardiac MRI: A Machine-Learning Model Comparison—Cardiac MRI Radiomics in Pulmonary Hypertension

The role of reliable, non-invasive imaging-based recognition of pulmonary hypertension (PH) remains a diagnostic challenge. The aim of the current pilot radiomics study was to assess the diagnostic performance of cardiac MRI (cMRI)-based texture features to accurately predict PH. The study involved...

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Detalles Bibliográficos
Autores principales: Priya, Sarv, Aggarwal, Tanya, Ward, Caitlin, Bathla, Girish, Jacob, Mathews, Gerke, Alicia, Hoffman, Eric A., Nagpal, Prashant
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125238/
https://www.ncbi.nlm.nih.gov/pubmed/33925262
http://dx.doi.org/10.3390/jcm10091921

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125238/
https://www.ncbi.nlm.nih.gov/pubmed/33925262
http://dx.doi.org/10.3390/jcm10091921

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