CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study.
Leonardo RundoChanghee HanJin ZhangRyuichiro HatayaYudai NaganoCarmelo MilitelloClaudio FerrettiMarco S. NobileAndrea TangherloniMaria Carla GilardiSalvatore VitabileHideki NakayamaGiancarlo MauriPublished in: CoRR (2019)
Keyphrases
- mr images
- medical images
- mr imaging
- magnetic resonance
- accurate segmentation
- dice similarity coefficient
- prostate segmentation
- brain mr images
- manual segmentation
- prostate cancer
- partial volume
- automatic segmentation
- magnetic resonance images
- mr brain
- brain tumors
- mri data
- automated segmentation
- inter patient
- intensity distribution
- segmentation result
- mr brain images
- cardiac magnetic resonance
- quantitative measurements
- medical imaging
- nonrigid registration
- intensity inhomogeneity
- segmentation algorithm
- tissue segmentation
- image segmentation
- model based segmentation
- brain structures
- quantitative evaluation
- segmentation method