Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids.
Yannick BerkerDina ElHarouniHeike PeterzielPetra FieselOlaf WittIna OehmeMatthias SchlesnerSina OppermannPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- transfer learning
- treatment planning
- clinical trials
- clinical data
- medical images
- tumor growth
- fluorescence microscopy
- transfer knowledge
- domain adaptation
- knowledge transfer
- learning tasks
- supervised learning
- natural language processing
- clinical practice
- support vector machine
- bayesian networks
- normal tissue
- machine learning