A sparse approach to build shape models with routine clinical data.
Benjamín GutiérrezDiana MateusEhab ShibanBernhard MeyerJens LehmbergNassir NavabPublished in: ISBI (2014)
Keyphrases
- clinical data
- shape model
- medical data
- patient data
- statistical analysis
- raw data
- domain experts
- knowledge discovery
- clinical information
- deformable shapes
- cancer patients
- anatomical structures
- shape prior
- high dimensional
- energy function
- clinical databases
- shape variations
- clinical decision making
- liver disease
- medical knowledge
- mr images
- pairwise
- statistical shape model
- data sets
- data mining
- machine learning
- real patient data
- prior shape knowledge
- electronic medical record
- patient records
- medical diagnosis
- x ray
- medical images
- data sources
- image analysis