Learning-Based Radiomic Prediction of Type 2 Diabetes Mellitus Using Image-Derived Phenotypes.
Michael S. YaoAllison ChaeMatthew T. MacLeanAnurag VermaJeffrey T. DudaJames C. GeeDrew A. TorigianDaniel J. RaderCharles KahnWalter R. WitscheyHersh SagreiyaPublished in: CoRR (2022)
Keyphrases
- input image
- learning process
- image data
- learning algorithm
- image analysis
- diabetes mellitus
- multiscale
- image retrieval
- image features
- statistical model
- image representation
- single image
- segmentation method
- image classification
- image content
- prediction accuracy
- high resolution
- image regions
- unsupervised learning
- linear predictors
- image segmentation