A contrastive weakly supervised learning to characterize malignant prostate lesions in BP-MRI.
Yesid GutiérrezJohn ArevaloFabio MartínezPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- weakly supervised learning
- dynamic contrast enhanced mri
- weakly supervised
- magnetic resonance imaging
- breast tissue
- prostate biopsy
- object detection
- mri data
- multiple instance learning
- computer aided diagnosis
- medical images
- pulmonary nodules
- skin lesion
- automatic segmentation
- magnetic resonance images
- mr images
- breast cancer
- prostate cancer
- manual segmentation
- object class
- ultrasound images
- imaging modalities
- computer aided
- image analysis
- white matter
- image guided
- high resolution
- magnetic resonance
- relation extraction
- medical imaging
- multi view learning
- prostate segmentation
- computer vision
- feature selection