A novel optical needle probe for deep learning-based tissue elasticity characterization.
Robin MielingJohanna SprengerSarah LatusLennart BargstenAlexander SchlaeferPublished in: CoRR (2021)
Keyphrases
- deep learning
- soft tissue
- needle insertion
- medical images
- elastic properties
- finite element
- unsupervised learning
- machine learning
- material properties
- deformable models
- magnetic resonance
- unsupervised feature learning
- weakly supervised
- deep architectures
- tissue deformation
- finite element model
- online learning
- pattern recognition
- three dimensional
- decision making