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: CHIL (2021)
Keyphrases
- x ray
- learning models
- x ray images
- chest radiographs
- intraoperative
- medical imaging
- learning tasks
- digital x ray images
- loss function
- machine learning
- machine learning algorithms
- learning algorithm
- ct scans
- classification models
- patient data
- low dose
- three dimensional
- tomographic images
- semi supervised learning
- clinical applications
- projection images
- conditional random fields
- dual energy
- ct images
- feature extraction
- image segmentation
- computer vision