Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data.
Daniel KreuterSamuel TullJulian D. GilbeyJacobus PrellerBloodCounts! ConsortiumJohn A. D. AstonJames H. F. RuddSuthesh SivapalaratnamCarola-Bibiane SchönliebNicholas S. GleadallMichael RobertsPublished in: CoRR (2023)
Keyphrases
- clinical data
- multi task
- multi domain
- real world
- multi task learning
- medical data
- cross domain
- learning tasks
- transfer learning
- domain specific
- domain experts
- multi class
- statistical analysis
- feature selection
- data sets
- heterogeneous networks
- raw data
- learning problems
- knowledge discovery
- mr images
- metric learning
- neural network
- data mining
- knowledge representation
- machine learning
- biological data
- image data
- support vector machine
- medical images