Recognizing clinical entities in hospital discharge summaries using Structural Support Vector Machines with word representation features

Enhancing clinical concept extraction with distributional semantics

(2011) Siddhartha Jonnalagadda et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries

(2011) Min Jiang et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010

(2011) Berry de Bruijn et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text

(2011) Özlem Uzuner et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Using machine learning for concept extraction on clinical documents from multiple data sources

(2011) Manabu Torii et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Integrating existing natural language processing tools for medication extraction from discharge summaries

(2010) Son Doan et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Textractor: a hybrid system for medications and reason for their prescription extraction from clinical text documents

(2010) Stéphane M Meystre et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Lancet: a high precision medication event extraction system for clinical text

(2010) Zuofeng Li et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Extracting medication information from clinical text

(2010) Özlem Uzuner et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

High accuracy information extraction of medication information from clinical notes: 2009 i2b2 medication extraction challenge

(2010) Jon Patrick et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Medication information extraction with linguistic pattern matching and semantic rules

(2010) Irena Spasić et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications

(2010) Guergana K Savova et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION