Temporal topic model for clinical pathway mining from electronic medical records.
Wei LiXin MinPanpan YeWeidong XieDazhe ZhaoPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- topic models
- clinical pathway
- text streams
- electronic medical record
- text mining
- latent dirichlet allocation
- topic modeling
- process mining
- health care
- generative model
- medical data
- clinical data
- co occurrence
- data mining
- temporal constraints
- probabilistic model
- temporal information
- patient data
- medical informatics
- information extraction
- event detection
- temporal patterns
- artificial intelligence
- three dimensional
- computer science
- knowledge discovery
- image data
- process model
- object detection