Automated Anatomical Labeling of Bronchial Branches Extracted from CT Datasets Based on Machine Learning and Combination Optimization and Its Application to Bronchoscope Guidance.
Kensaku MoriShunsuke OtaDaisuke DeguchiTakayuki KitasakaYasuhito SuenagaShingo IwanoYosihnori HasegawaHirotsugu TakabatakeMasaki MoriHiroshi NatoriPublished in: MICCAI (1) (2009)
Keyphrases
- machine learning
- medical images
- computed tomography
- ct data
- three dimensional
- active learning
- optimization problems
- ct images
- machine learning methods
- medical imaging
- x ray
- learning algorithm
- data mining
- unsupervised learning
- information extraction
- decision trees
- text classification
- supervised learning
- image guided
- optimization algorithm
- machine learning algorithms
- image reconstruction
- image segmentation
- ct scans
- computer vision
- fully automated
- automatic segmentation
- imaging modalities
- computer tomography
- computer aided diagnosis
- computer assisted
- region of interest
- semi supervised learning
- text mining
- feature selection