Impact of harmonization on the reproducibility of MRI radiomic features when using different scanners, acquisition parameters, and image pre-processing techniques: a phantom study.
Ghasem HajianfarSeyyed Ali HosseiniSara BagheriehMehrdad OveisiIsaac ShiriHabib ZaidiPublished in: Medical Biol. Eng. Comput. (2024)
Keyphrases
- image features
- preprocessing
- extracting features
- low level
- image data
- original images
- input image
- single image
- feature extraction
- image regions
- high resolution
- image segmentation
- image analysis
- image classification
- invariant features
- image representation
- post processing
- extracted features
- test images
- segmentation method
- image statistics
- edge detection
- keypoints
- image retrieval
- multiscale
- image pixels
- object recognition
- feature values
- range images
- ultrasound images
- image set
- image content
- medical images
- d objects