Information Extraction from Italian medical reports: first steps towards clinical timelines development.
Natalia VianiValentina TibolloCarlo NapolitanoSilvia G. PrioriRiccardo BellazziCristiana LarizzaLucia SacchiPublished in: AMIA (2016)
Keyphrases
- information extraction
- medical education
- medical domain
- patient records
- medical diagnostic
- medical records
- medical data
- medical experts
- medical knowledge
- medical diagnosis
- precision and recall
- free text
- software engineering
- case study
- disease diagnosis
- medical decision making
- medical databases
- clinical practice
- named entities
- medical practitioners
- machine learning
- information retrieval
- medical students
- discharge summaries
- rule interestingness measures
- diagnostic imaging
- clinical data
- medical imaging
- conditional random fields
- structured data
- knowledge based systems
- decision support
- decision support system