Multimodal learning in clinical proteomics: enhancing antimicrobial resistance prediction models with chemical information.
Giovanni VisonàDiane DurouxLucas MirandaEmese SükeiYiran LiKarsten M. BorgwardtCarlos G. OliverPublished in: Bioinform. (2023)
Keyphrases
- prior knowledge
- information sources
- historical data
- learning process
- supervised learning
- classification models
- learning systems
- statistical learning
- learning models
- information processing
- models built
- hidden variables
- model selection
- learning algorithm
- neural network
- raw data
- online learning
- semi supervised
- domain knowledge
- decision trees
- predictive model
- structured prediction
- accurate models