Multimodal Contrastive Supervised Learning to Classify Clinical Significance MRI Regions on Prostate Cancer.
Yesid GutiérrezJohn ArevaloFabio MartánezPublished in: EMBC (2022)
Keyphrases
- prostate cancer
- learning to classify
- mr images
- disease progression
- cancer patients
- survival data
- prostate biopsy
- intensity modulated radiation therapy
- image guided
- medical image analysis
- medical images
- magnetic resonance images
- accurate segmentation
- treatment planning
- clinical data
- magnetic resonance
- low grade
- computer aided
- magnetic resonance imaging
- deformable registration
- mri data
- intensity distribution
- text classification
- dce mri
- manual segmentation
- radiation therapy
- image data
- magnetic resonance spectroscopy
- clinical applications
- machine learning
- patient data
- medical data
- prostate segmentation
- treatment plan
- transrectal ultrasound
- clinical trials
- segmentation result
- ct images
- region of interest
- medical imaging
- image registration
- computer vision