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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Bibliographic Details
Main Authors: Kevin Lopez, Samah J. Fodeh, Ahmed Allam, Cynthia A. Brandt, Michael Krauthammer
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Big Data
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fdata.2020.00019/full