"Train one, Classify one, Teach one" - Cross-surgery transfer learning for surgical step recognition.
Daniel NeimarkOmri BarMaya ZoharGregory D. HagerDotan AsselmannPublished in: MIDL (2021)
Keyphrases
- transfer learning
- intraoperative
- robot assisted
- minimally invasive
- learning tasks
- image guided
- minimally invasive surgery
- knowledge transfer
- operating room
- labeled data
- cross domain
- object recognition
- image guided surgery
- surgical tools
- active learning
- machine learning
- beating heart
- computer assisted
- collaborative filtering
- manifold alignment
- transfer knowledge
- laparoscopic surgery
- reinforcement learning
- semi supervised learning
- domain adaptation
- surgical training
- machine learning algorithms
- text categorization
- x ray
- multi task
- surgical procedures
- force feedback
- unsupervised learning
- text classification
- databases
- multi task learning
- unlabeled data
- data sets
- learning environment
- learning algorithm