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Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization

We aimed to evaluate a computer-aided diagnosis (CADx) system for lung nodule classification focussing on (i) usefulness of the conventional CADx system (hand-crafted imaging feature + machine learning algorithm), (ii) comparison between support vector machine (SVM) and gradient tree boosting (XGBoo...

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Библиографические подробности
Опубликовано в: :PLoS One
Главные авторы: Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Формат: Artigo
Язык:Inglês
Опубликовано: Public Library of Science 2018
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC5908232/
https://ncbi.nlm.nih.gov/pubmed/29672639
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0195875
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