Radiomics side experiments and DAFIT approach in identifying pulmonary hypertension using Cardiac MRI derived radiomics based machine learning models

Side experiments are performed on radiomics models to improve their reproducibility. We measure the impact of myocardial masks, radiomic side experiments and data augmentation for information transfer (DAFIT) approach to differentiate patients with and without pulmonary hypertension (PH) using cardi...

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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: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8209219/
https://www.ncbi.nlm.nih.gov/pubmed/34135418
http://dx.doi.org/10.1038/s41598-021-92155-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8209219/
https://www.ncbi.nlm.nih.gov/pubmed/34135418
http://dx.doi.org/10.1038/s41598-021-92155-6

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