Towards effective machine learning in medical imaging analysis: A novel approach and expert evaluation of high-grade glioma 'ground truth' simulation on MRI.
Kattie SepehriXiaowei SongRyan ProulxSujoy Ghosh HajraBrennen DobberthienCareesa C. LiuRyan C. N. D'ArcyDon MurrayAndra V. KrauzePublished in: Int. J. Medical Informatics (2021)
Keyphrases
- medical imaging
- magnetic resonance imaging
- medical images
- machine learning
- ground truth
- image analysis
- image registration
- medical image analysis
- x ray
- image segmentation
- image processing
- low grade
- ct images
- magnetic resonance images
- biomedical engineering
- mri scans
- imaging modalities
- medical image processing
- computer aided diagnosis
- computer vision
- shape analysis
- computer vision and image processing
- high quality
- pattern recognition
- brain mr images
- volumetric data
- image processing and analysis
- anatomical structures
- computed tomography
- clinical practice
- mri data
- gold standard
- image guided
- remote sensing
- brain structures
- medical image segmentation
- manual segmentation
- image guided surgery