Measuring Steatosis in Liver Biopsies Using Machine Learning and Morphological Imaging.
Nikolaos GiannakeasMarkos G. TsipourasAlexandros T. TzallasMaria G. VavvaMaria TsimplakidouEvaggelos C. KarvounisRoberta ForlanoPinelopi ManousouPublished in: CBMS (2017)
Keyphrases
- machine learning
- image processing
- tissue deformation
- breast cancer
- tissue characterization
- pattern recognition
- learning algorithm
- mathematical morphology
- information extraction
- machine learning methods
- computer aided
- high resolution
- computer vision
- image analysis
- machine learning algorithms
- data mining
- imaging systems
- artificial intelligence
- decision trees
- active learning
- feature selection
- natural language processing
- medical imaging
- computer science
- inductive logic programming
- minimally invasive surgery
- morphological filters
- multiscale
- explanation based learning
- ct scans
- soft tissue
- knowledge acquisition
- data analysis
- supervised learning
- x ray