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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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Priya, Sarv, Aggarwal, Tanya, Ward, Caitlin, Bathla, Girish, Jacob, Mathews, Gerke, Alicia, Hoffman, Eric A., Nagpal, Prashant
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
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Article
Online adgang: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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