Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI?
Giulia NicolettiDavide BarraArianna DefeudisSimone MazzettiMarco GattiRiccardo FalettiFilippo RussoDaniele ReggeValentina GianniniPublished in: EMBC (2021)
Keyphrases
- prostate cancer
- prostate biopsy
- low grade
- machine learning
- mr images
- cancer detection
- normal tissue
- image guided
- ultrasound guided
- computer aided
- brain tumors
- magnetic resonance
- medical image analysis
- deformable registration
- medical images
- magnetic resonance spectroscopy
- magnetic resonance images
- radiation therapy
- active learning
- dce mri
- virtual environment
- breast cancer
- transrectal ultrasound
- mri data
- prostate segmentation
- deformable models
- image registration
- image analysis
- decision trees
- computer vision