Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology.
Frauke WilmMarco FragosoChristof A. BertramNikolas StathonikosMathias ÖttlJingna QiuRobert KlopfleischAndreas MaierMarc AubrevilleKatharina BreiningerPublished in: ISBI (2023)
Keyphrases
- learning process
- learning algorithm
- online learning
- domain specific
- case study
- real world
- unsupervised learning
- domain independent
- learning tasks
- learning problems
- learned knowledge
- reinforcement learning
- object recognition
- computer vision
- image classification
- image representation
- background knowledge
- lessons learned