Automated surgical step recognition in transurethral bladder tumor resection using artificial intelligence: transfer learning across surgical modalities.
Ekamjit S. DeolMatthew K. TollefsonAlenka AntolinMaya ZoharOmri BarDanielle Ben-AyounLance A. MynderseDerek J. LomasRoss A. AvantAdam R. MillerDaniel S. ElliottStephen A. BoorjianTamir WolfDotan AsselmannAbhinav KhannaPublished in: Frontiers Artif. Intell. (2024)
Keyphrases
- transfer learning
- image guided
- treatment planning
- artificial intelligence
- learning tasks
- knowledge transfer
- machine learning
- minimally invasive
- prostate cancer
- minimally invasive surgery
- brain tumors
- intraoperative
- labeled data
- algorithmic information theory
- manifold alignment
- object recognition
- semi supervised learning
- collaborative filtering
- surgical procedures
- reinforcement learning
- text classification
- machine learning algorithms
- mr images
- cross domain
- pre operative
- breast cancer
- unsupervised learning
- multi task
- domain adaptation
- learning algorithm
- active learning
- data sets
- radiation therapy
- transfer knowledge
- unlabeled data
- semi supervised
- transferring knowledge
- normal tissue
- high dimensional
- knowledge representation
- knowledge sharing
- medical imaging
- text categorization