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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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| Publicado no: | J Acoust Soc Am |
|---|---|
| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Acoustical Society of America
2021
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| Assuntos: | |
| Acesso em linha: | 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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