Comparison of Machine and Deep Learning models for automatic segmentation of prostate cancers on multiparametric MRI.
Giovanni MaimoneGiulia NicolettiSimone MazzettiDaniele ReggeValentina GianniniPublished in: MeMeA (2022)
Keyphrases
- automatic segmentation
- learning models
- manual segmentation
- brain tissue
- automatically segmenting
- intra subject
- segmentation algorithm
- learning algorithm
- machine learning algorithms
- machine learning
- loss function
- accurate segmentation
- classification models
- ct data
- semi supervised learning
- learning tasks
- conditional random fields
- magnetic resonance imaging
- breast cancer
- magnetic resonance images
- nerve fibers
- learning problems
- supervised learning
- kernel function
- medical images
- carotid artery
- input image
- learning process