Learning Strategies for Contrast-agnostic Segmentation via SynthSeg for Infant MRI data.
Ziyao ShangMd Asadullah TurjaEric FeczkoAudrey HoughtonAmanda RueterLucille A MooreKathy SniderTimothy HendricksonPaul ReinersSally StoyellOmid KardanMonica RosenbergJed T. ElisonDamien A. FairMartin A. StynerPublished in: MIDL (2022)
Keyphrases
- learning strategies
- mri data
- fully automatic
- partial volume
- contrast enhanced
- mri images
- mri scans
- mr images
- magnetic resonance imaging
- intensity distribution
- dce mri
- magnetic resonance images
- dt mri
- mr imaging
- medical images
- synthetic data
- accurate segmentation
- white matter
- contrast enhancement
- online learning
- image segmentation
- brain mri
- brain tissue
- active learning
- breast mri
- medical imaging
- left ventricular
- magnetic resonance
- segmentation method
- segmentation algorithm
- level set
- brain tumors
- brain mr images
- semi automatic
- short axis
- computer based instruction
- image enhancement
- high quality
- prostate cancer
- edge detection
- breast cancer
- shape prior
- low contrast