Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain.
Markus R. BujotzekÜnal AkünalStefan DennerPeter NeherMaximilian ZenkEric FrodlAstha JaiswalMoon S. KimNicolai R. KrekiehnManuel NickelRichard RuppelMarcus BothFelix DöllingerMarcel OpitzThorsten PersigehlJens KleesiekTobias PenzkoferKlaus H. Maier-HeinRickmer BrarenAndreas BucherPublished in: CoRR (2024)
Keyphrases
- real world
- learning algorithm
- learning process
- synthetic data
- knowledge acquisition
- active learning
- case study
- databases
- learning systems
- unsupervised learning
- decision trees
- learning mechanism
- real time
- neural network
- learning problems
- learning tasks
- learning analytics
- computer programming
- wide range
- reinforcement learning
- training data
- metadata
- genetic algorithm