Physics-aware learning and domain-specific loss design in ophthalmology.
Hendrik BurwinkelHolger MatzStefan SaurChristoph HaugerMichael TrostNino HirnschallOliver FindlNassir NavabSeyed-Ahmad AhmadiPublished in: Medical Image Anal. (2022)
Keyphrases
- domain specific
- learning algorithm
- design principles
- centered design
- supervised learning
- active learning
- engineering education
- domain knowledge
- case study
- general purpose
- knowledge acquisition
- background knowledge
- domain independent
- learning systems
- data sets
- knowledge level
- hybrid learning
- learning community
- artificial intelligence
- learning scenarios
- learning tasks
- computer science
- unsupervised learning
- online learning
- knowledge base
- multi agent
- learning process