Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects.
Elisa WarnerJoonsang LeeWilliam HsuTanveer Syeda-MahmoodCharles E. KahnOlivier GevaertArvind RaoPublished in: CoRR (2023)
Keyphrases
- machine learning
- national health
- artificial intelligence
- pattern recognition
- feature selection
- computer science
- medical domain
- computer vision
- multi modal
- medical practice
- machine learning algorithms
- data sets
- decision trees
- multimedia
- knowledge acquisition
- future directions
- machine learning methods
- active learning
- data mining
- medical treatment
- clinical guidelines
- cross sectional
- learning algorithm
- clinical data
- medical data
- model selection
- data collection
- information extraction
- health care
- learning systems
- learning tasks
- semi supervised learning
- explanation based learning
- medical records
- intelligent systems
- natural language processing
- patient records
- clinically relevant
- knowledge discovery
- data analysis
- neural network