Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation.
Heejoon KooPublished in: EACL (Findings) (2024)
Keyphrases
- medical diagnosis
- medical diagnostic
- prediction accuracy
- medical knowledge
- disease diagnosis
- diagnostic systems
- multi modal
- prediction algorithm
- critical care
- prediction model
- diagnostic tests
- hierarchical structure
- medical doctors
- source code
- prediction error
- diagnostic process
- medical decision making
- causal reasoning
- medical experts
- neural network
- heart disease
- medical practice
- model based diagnosis
- clinical decision support systems
- fault diagnosis
- medical practitioners
- information systems
- multimedia
- knowledge discovery
- image registration
- traditional chinese medicine
- electronic health records
- medical domain
- user centric