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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Detalles Bibliográficos
Autores principales: Lopez, Kevin, Fodeh, Samah J., Allam, Ahmed, Brandt, Cynthia A., Krauthammer, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Big Data
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931886/
https://www.ncbi.nlm.nih.gov/pubmed/33693393
http://dx.doi.org/10.3389/fdata.2020.00019

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931886/
https://www.ncbi.nlm.nih.gov/pubmed/33693393
http://dx.doi.org/10.3389/fdata.2020.00019

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