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Soft-Split Random Forest for Anatomy Labeling

Random Forest (RF) has been widely used in the learning-based labeling. In RF, each sample is directed from the root to each leaf based on the decisions made in the interior nodes, also called splitting nodes. The splitting nodes assign a testing sample to either left or right child based on the lea...

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Dettagli Bibliografici
Pubblicato in:Mach Learn Med Imaging
Autori principali: Ma, Guangkai, Gao, Yaozong, Wang, Li, Wu, Ligang, Shen, Dinggang
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2015
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6261352/
https://ncbi.nlm.nih.gov/pubmed/30506064
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-24888-2_3
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