Automated lesion detection on MRI scans using combined unsupervised and supervised methods.
Dazhou GuoJulius FridrikssonPaul FillmoreChristopher RordenHongkai YuKang ZhengSong WangPublished in: BMC Medical Imaging (2015)
Keyphrases
- supervised methods
- lesion detection
- semi supervised
- weakly supervised
- labeled data
- semantic segmentation
- unsupervised methods
- methods require
- word sense disambiguation
- computer aided diagnosis
- medical imaging
- conditional random fields
- mri data
- fully automated
- three dimensional
- image analysis
- training data
- pattern recognition