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Integration of High-Volume Molecular and Imaging Data for Composite Biomarker Discovery in the Study of Melanoma

In this work the effects of simple imputations are studied, regarding the integration of multimodal data originating from different patients. Two separate datasets of cutaneous melanoma are used, an image analysis (dermoscopy) dataset together with a transcriptomic one, specifically DNA microarrays....

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Detalles Bibliográficos
Autores principales: Moutselos, Konstantinos, Maglogiannis, Ilias, Chatziioannou, Aristotelis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3914284/
https://www.ncbi.nlm.nih.gov/pubmed/24527435
http://dx.doi.org/10.1155/2014/145243