Automated segmentation of pediatric brain tumors based on multi-parametric MRI and deep learning.
Rachel MadhogarhiaAnahita Fathi KazerooniSherjeel ArifJeffrey B. WareAriana M. FamiliarLorenna VidalSina BagheriHannah AndersonDebanjan HaldarSophie YagodaErin GravesMichael SpadolaRachel YanNadia DahmaneChiharu SakoArastoo VossoughPhillip B. StormAdam C. ResnickChristos DavatzikosAli NabavizadehPublished in: Medical Imaging: Computer-Aided Diagnosis (2022)
Keyphrases
- deep learning
- brain tumors
- automated segmentation
- manual segmentation
- brain tumor segmentation
- mr images
- magnetic resonance images
- magnetic resonance
- unsupervised learning
- clinical applications
- medical images
- machine learning
- medical image analysis
- ct scans
- white matter
- automatic segmentation
- mri data
- segmentation method
- brain images
- mental models
- statistical shape model
- medical imaging
- magnetic resonance imaging
- image data