CheXternal: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays and External Clinical Settings.
Pranav RajpurkarAnirudh JoshiAnuj PareekAndrew Y. NgMatthew P. LungrenPublished in: CoRR (2021)
Keyphrases
- x ray
- learning models
- x ray images
- chest radiographs
- intraoperative
- medical imaging
- machine learning
- digital x ray images
- projection images
- semi supervised learning
- loss function
- learning algorithm
- ct scans
- machine learning algorithms
- classification models
- learning tasks
- three dimensional
- clinical applications
- conditional random fields
- low dose
- tomographic images
- patient data
- computer tomography
- higher order
- data mining
- pairwise
- image processing
- dual energy