Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset.
Siyi TangAmirata GhorbaniRikiya YamashitaSameer RehmanJared A. DunnmonJames Y. ZouDaniel L. RubinPublished in: CoRR (2020)
Keyphrases
- x ray
- medical imaging
- x ray images
- volumetric data
- medical images
- digital x ray images
- cone beam
- computed tomography
- medical image analysis
- tomographic images
- anatomical structures
- intraoperative
- computer vision
- medical image processing
- projection images
- imaging modalities
- magnetic resonance images
- magnetic resonance imaging
- shape analysis
- ct images
- three dimensional
- image processing
- image data
- ct scans
- clinical practice
- image guided
- computer tomography
- computer aided diagnosis
- medical diagnosis
- computer assisted
- image analysis
- low dose
- high quality
- image segmentation