A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics.
Hong-Yu ZhouYizhou YuChengdi WangShu ZhangYuanxu GaoJia PanJun ShaoGuangming LuKang ZhangWeimin LiPublished in: CoRR (2023)
Keyphrases
- unified model
- real time
- prior knowledge
- input data
- formal model
- computational model
- statistical model
- decision theoretic
- experimental data
- mathematical model
- high level
- parameter estimation
- knowledge acquisition
- conceptual model
- online learning
- learning models
- hidden variables
- learning scheme
- objective function
- dynamic bayesian networks
- learning mechanism