Ensemble Methods for Multi-Organ Segmentation in CT series.
Leonardo CrespiPaolo RoncaglioniDamiano DeiCiro FranzeseNicola LambriDaniele LoiaconoPietro MancosuMarta ScorsettiPublished in: CBMS (2023)
Keyphrases
- ensemble methods
- organ segmentation
- liver segmentation
- ct scans
- ct data
- ct images
- prediction accuracy
- benchmark datasets
- medical image processing
- random forests
- computed tomography
- machine learning methods
- medical images
- ensemble learning
- decision trees
- random forest
- base classifiers
- computer aided diagnosis
- x ray
- three dimensional
- medical imaging
- fully automatic
- bootstrap sampling
- automatic segmentation
- level set
- patient specific
- base learners
- decision tree ensembles
- intraoperative
- image processing
- medical image segmentation
- computer aided
- feature extraction
- image segmentation
- image analysis
- medical diagnosis