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Reducing Annotation Burden Through Multimodal Learning

Choosing an optimal data fusion technique is essential when performing machine learning with multimodal data. In this study, we examined deep learning-based multimodal fusion techniques for the combined classification of radiological images and associated text reports. In our analysis, we (1) compar...

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Detalhes bibliográficos
Publicado no:Front Big Data
Main Authors: Lopez, Kevin, Fodeh, Samah J., Allam, Ahmed, Brandt, Cynthia A., Krauthammer, Michael
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7931886/
https://ncbi.nlm.nih.gov/pubmed/33693393
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fdata.2020.00019
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