Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation.
Heejoon KooPublished in: CoRR (2024)
Keyphrases
- medical diagnosis
- medical diagnostic
- critical care
- disease diagnosis
- prediction accuracy
- electronic health records
- medical data
- diagnostic systems
- diagnostic process
- medical decision making
- multi modal
- diagnostic tests
- medical knowledge
- prediction algorithm
- prediction model
- medical doctors
- medical practitioners
- medical images
- clinical decision support systems
- patient care
- medical records
- medical practice
- heart disease
- health information
- model based diagnosis
- prediction error
- source code
- open source
- neural network
- medical staff
- health information systems
- therapy planning
- cardiovascular disease
- structural model
- fault detection
- fault diagnosis
- model selection
- information systems