RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate.
Wei ShaoSulaiman VesalSimon J. C. SoerensenIndrani BhattacharyaNegar GolestaniRikiya YamashitaChristian A. KunderRichard E. FanPejman GhanouniJames D. BrooksGeoffrey A. SonnMirabela RusuPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- deep learning
- histopathology images
- mr imaging
- prostate biopsy
- image guided
- image guided radiotherapy
- mri data
- prostate cancer
- unsupervised learning
- magnetic resonance
- magnetic resonance imaging
- mr images
- image registration
- machine learning
- prostate segmentation
- transrectal ultrasound
- unsupervised feature learning
- medical image analysis
- magnetic resonance images
- medical images
- dce mri
- medical imaging
- deformable registration
- radiation therapy
- prostate brachytherapy
- weakly supervised
- imaging modalities
- data mining
- registration accuracy
- automatic segmentation
- intraoperative