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Multi-source Information Gain for Random Forest: An Application to CT Image Prediction from MRI Data

Random forest has been widely recognized as one of the most powerful learning-based predictors in literature, with a broad range of applications in medical imaging. Notable efforts have been focused on enhancing the algorithm in multiple facets. In this paper, we present an original concept of multi...

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Pubblicato in:Mach Learn Med Imaging
Autori principali: Huynh, Tri, Gao, Yaozong, Kang, Jiayin, Wang, Li, Zhang, Pei, Shen, Dinggang
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2015
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6261365/
https://ncbi.nlm.nih.gov/pubmed/30506065
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-24888-2_39
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