Ensemble Methods for Multi-Organ Segmentation in CT Series.
Leonardo CrespiPaolo RoncaglioniDamiano DeiCiro FranzeseNicola LambriDaniele LoiaconoPietro MancosuMarta ScorsettiPublished in: CoRR (2023)
Keyphrases
- ensemble methods
- organ segmentation
- liver segmentation
- ct data
- ct scans
- ct images
- prediction accuracy
- random forests
- medical image processing
- decision trees
- machine learning methods
- ensemble learning
- benchmark datasets
- computed tomography
- fully automatic
- base classifiers
- random forest
- automatic segmentation
- x ray
- medical images
- three dimensional
- level set
- bootstrap sampling
- medical imaging
- volume rendering
- medical image segmentation
- decision tree ensembles
- patient specific
- intraoperative
- statistical shape model
- base learners
- image reconstruction
- machine learning
- machine learning algorithms
- learning algorithm
- data mining