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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Priya, Sarv, Aggarwal, Tanya, Ward, Caitlin, Bathla, Girish, Jacob, Mathews, Gerke, Alicia, Hoffman, Eric A., Nagpal, Prashant
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8209219/
https://ncbi.nlm.nih.gov/pubmed/34135418
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-92155-6
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