Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning.
Surabhi DattaYuqi SiLaritza RodriguezSonya E. ShooshanDina Demner-FushmanKirk RobertsPublished in: CoRR (2019)
Keyphrases
- x ray
- x ray images
- deep learning
- relation extraction
- three dimensional
- weakly supervised
- automatic extraction
- chest radiographs
- image processing
- medical images
- data mining
- higher order
- information extraction
- generative model
- unsupervised learning
- semantic relations
- d objects
- knn
- multiscale
- knowledge base
- machine learning