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High-Dimensional Pattern Regression Using Machine Learning: From Medical Images to Continuous Clinical Variables
This paper presents a general methodology for high-dimensional pattern regression on medical images via machine learning techniques. Compared with pattern classification studies, pattern regression considers the problem of estimating continuous rather than categorical variables, and can be more chal...
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| Main Authors: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2010
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2839056/ https://ncbi.nlm.nih.gov/pubmed/20056158 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2009.12.092 |
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