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Retraining an open-source pneumothorax detecting machine learning algorithm for improved performance to medical images.
PURPOSE: To validate a machine learning model trained on an open source dataset and subsequently optimize it to chest X-rays with large pneumothoraces from our institution. METHODS: The study was retrospective in nature. The open-source chest X-ray (CXR8) dataset was dichotomized to cases with pneum...
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| Publié dans: | Clin Imaging |
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| Auteurs principaux: | , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
2020
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7085967/ https://ncbi.nlm.nih.gov/pubmed/31954346 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.clinimag.2020.01.008 |
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