Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries

Hybrid methods for improving information access in clinical documents: concept, assertion, and relation identification

(2011) Anne-Lyse Minard et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Automatic extraction of relations between medical concepts in clinical texts

(2011) Bryan Rink 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

Community annotation experiment for ground truth generation for the i2b2 medication challenge

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

Extracting medical information from narrative patient records: the case of medication-related information

(2010) Louise Deléger 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

Event extraction for systems biology by text mining the literature

(2010) Sophia Ananiadou et al.   TRENDS IN BIOTECHNOLOGY

EVENT EXTRACTION WITH COMPLEX EVENT CLASSIFICATION USING RICH FEATURES

(2010) MAKOTO MIWA et al.   Journal of Bioinformatics and Computational Biology

Recognizing Obesity and Comorbidities in Sparse Data

(2009) O. Uzuner   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Assessment of commercial NLP engines for medication information extraction from dictated clinical notes

(2008) V. Jagannathan et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Identifying Patient Smoking Status from Medical Discharge Records

(2007) O. Uzuner et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION