Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts.
Jamil ZaghirJosé F. Rodrigues Jr.Lorraine GoeuriotSihem Amer-YahiaPublished in: J. Heal. Informatics Res. (2021)
Keyphrases
- using artificial neural networks
- real world
- medical knowledge
- artificial neural networks
- semantic network
- prediction accuracy
- umls metathesaurus
- knowledge structures
- wide range
- domain ontology
- natural language processing systems
- prediction algorithm
- prediction error
- knowledge based systems
- data mining
- neural network model
- vehicle trajectory
- intensive care
- prediction model
- patient data
- finite element analysis
- medical data
- free text
- case study
- medical experts
- automatic extraction