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Lung mass density prediction using machine learning based on ultrasound surface wave elastography and pulmonary function testinga)
Objective: The objective of this study is to predict in vivo lung mass density for patients with interstitial lung disease using different gradient boosting decision tree (GBDT) algorithms based on measurements from lung ultrasound surface wave elastography (LUSWE) and pulmonary function testing (PF...
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| Publié dans: | J Acoust Soc Am |
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| Auteurs principaux: | , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Acoustical Society of America
2021
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7904317/ https://ncbi.nlm.nih.gov/pubmed/33639787 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1121/10.0003575 |
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