A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging.
Jay B. PatelSyed Rakin AhmedKen ChangPraveer SinghMishka GidwaniKatharina HoebelAlbert KimChristopher BridgeChung-Jen TengXiaomei LiGongwen XuMegan McDonaldAyal AizerWenya Linda BiIna LyBruce R. RosenPriscilla BrastianosRaymond Y. HuangElizabeth R. GerstnerJayashree Kalpathy-CramerPublished in: MLHC (2023)
Keyphrases
- magnetic resonance imaging
- deep learning
- medical images
- medical imaging
- image registration
- brain tumors
- partial volume effects
- mri images
- magnetic resonance images
- magnetic resonance
- diffusion tensor images
- mri data
- image segmentation
- shape prior
- mr images
- probabilistic model
- pairwise
- fully automatic
- image processing
- level set
- brain images
- imaging modalities
- feature extraction
- brain structures
- positron emission tomography