Building Gold Standard Corpora for Medical Natural Language Processing Tasks. - Louise Deléger; Qi Li 004; Todd Lingren; Megan Kaiser; Katalin Molnár; Laura Stoutenborough; Michal Kouril; Keith Marsolo; Imre Solti (AMIA, 2012)

Linking Medications and Their Attributes in Clinical Notes and Clinical Trial Announcements for Information Extraction: A Sequence Labeling Approach. - Qi Li 004; Haijun Zhai; Louise Deléger; Todd Lingren; Megan Kaiser; Laura Stoutenborough; Imre Solti (HISB, 2012)

Pre-annotating Clinical Notes and Clinical Trial Announcements for Gold Standard Corpus Development: Evaluating the Impact on Annotation Speed and Potential Bias. - Todd Lingren; Louise Deléger; Katalin Molnár; Haijun Zhai; Jareen Meinzen-Derr; Megan Kaiser; Laura Stoutenborough; Qi Li 004; Imre Solti (HISB, 2012)

Cheap, Fast, and Good Enough for the Non-biomedical Domain but is It Usable for Clinical Natural Language Processing? Evaluating Crowdsourcing for Clinical Trial Announcement Named Entity Annotations. - Haijun Zhai; Todd Lingren; Louise Deléger; Qi Li 004; Megan Kaiser; Laura Stoutenborough; Imre Solti (HISB, 2012)

Large-scale evaluation of automated clinical note de-identification and its impact on information extraction. - Louise Deléger; Katalin Molnár; Guergana Savova; Fei Xia 004; Todd Lingren; Qi Li 004; Keith Marsolo; Anil G. Jegga; Megan Kaiser; Laura Stoutenborough; Imre Solti (J. Am. Medical Informatics Assoc., 2013)

A sequence labeling approach to link medications and their attributes in clinical notes and clinical trial announcements for information extraction. - Qi Li 004; Haijun Zhai; Louise Deléger; Todd Lingren; Megan Kaiser; Laura Stoutenborough; Imre Solti (J. Am. Medical Informatics Assoc., 2013)

Mining FDA drug labels for medical conditions. - Qi Li 004; Louise Deléger; Todd Lingren; Haijun Zhai; Megan Kaiser; Laura Stoutenborough; Anil G. Jegga; Kevin Bretonnel Cohen; Imre Solti (BMC Medical Informatics Decis. Mak., 2013)

Research and applications: Phenotyping for patient safety: algorithm development for electronic health record based automated adverse event and medical error detection in neonatal intensive care. - Qi Li 004; Kristin Melton; Todd Lingren; Eric S. Kirkendall; Eric S. Hall; Haijun Zhai; Yizhao Ni; Megan Kaiser; Laura Stoutenborough; Imre Solti (J. Am. Medical Informatics Assoc., 2014)

Evaluating the impact of pre-annotation on annotation speed and potential bias: natural language processing gold standard development for clinical named entity recognition in clinical trial announcements. - Todd Lingren; Louise Deléger; Katalin Molnár; Haijun Zhai; Jareen Meinzen-Derr; Megan Kaiser; Laura Stoutenborough; Qi Li 004; Imre Solti (J. Am. Medical Informatics Assoc., 2014)

Preparing an annotated gold standard corpus to share with extramural investigators for de-identification research. - Louise Deléger; Todd Lingren; Yizhao Ni; Megan Kaiser; Laura Stoutenborough; Keith Marsolo; Michal Kouril; Katalin Molnár; Imre Solti (J. Biomed. Informatics, 2014)

Automated detection of medication administration errors in neonatal intensive care. - Qi Li 004; Eric S. Kirkendall; Eric S. Hall; Yizhao Ni; Todd Lingren; Megan Kaiser; Nataline Lingren; Haijun Zhai; Imre Solti; Kristin Melton (J. Biomed. Informatics, 2015)

An end-to-end hybrid algorithm for automated medication discrepancy detection. - Qi Li 004; Stephen Andrew Spooner; Megan Kaiser; Nataline Lingren; Jessica Robbins; Todd Lingren; Huaxiu Tang; Imre Solti; Yizhao Ni (BMC Medical Informatics Decis. Mak., 2015)

Increasing the efficiency of trial-patient matching: automated clinical trial eligibility Pre-screening for pediatric oncology patients. - Yizhao Ni; Jordan Wright; John Perentesis; Todd Lingren; Louise Deléger; Megan Kaiser; Isaac S. Kohane; Imre Solti (BMC Medical Informatics Decis. Mak., 2015)