Building an Automated Problem List Based on Natural Language Processing: Lessons Learned in the Early Phase of Development. - Imre Solti; Barry Aaronson; Grant S. Fletcher; Magdolna Solti; John H. Gennari; Melissa Cooper; Thomas H. Payne (AMIA, 2008)

Extracting Medication Information from Discharge Summaries. - Scott R. Halgrim; Fei Xia 004; Imre Solti; Eithon Cadag; Özlem Uzuner (Louhi@NAACL-HLT, 2010)

Preliminary Experiments with Amazon's Mechanical Turk for Annotating Medical Named Entities. - Meliha Yetisgen-Yildiz; Imre Solti; Fei Xia 004; Scott R. Halgrim (Mturk@HLT-NAACL, 2010)

Extracting medication information from clinical text. - Özlem Uzuner; Imre Solti; Eithon Cadag (J. Am. Medical Informatics Assoc., 2010)

Community annotation experiment for ground truth generation for the i2b2 medication challenge. - Özlem Uzuner; Imre Solti; Fei Xia 004; Eithon Cadag (J. Am. Medical Informatics Assoc., 2010)

A cascade of classifiers for extracting medication information from discharge summaries. - Scott R. Halgrim; Fei Xia 004; Imre Solti; Eithon Cadag; Özlem Uzuner (J. Biomed. Semant., 2011)

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)

Using Natural Language Processing and the Electronic Health Record for Appendicitis Risk Stratification. - Louise Deléger; Holly Brodzinski; Haijun Zhai; Qi Li 004; Todd Lingren; Eric S. Kirkendall; Evaline Alessandrini; Imre Solti (HISB, 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)

Predicting the Need for Pediatric Intensive Care Unit (PICU) Transfer for Newly Hospitalized Children with Machine Learning. - Haijun Zhai; Patrick Brady; Qi Li 004; Todd Lingren; Yizhao Ni; Derek S. Wheeler; Imre Solti (AMIA, 2013)

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)

Detecting Epilepsy Diagnosis in Clinical Notes: A Comparison of Traditional Text Classification Methods. - Todd Lingren; Pawel Matykiewicz; Yizhao Ni; Shannon M. Standridge; Katherine D. Holland; Imre Solti; Tracy A. Glauser; John Pestian (AMIA, 2014)

Automated Clinical Trial Eligibility Pre-Screening: Increasing the Efficiency of Participant Identification for Clinical Trials. - Yizhao Ni; Stephanie Kennebeck; Constance M. McAneney; Judith W. Dexheimer; Todd Lingren; Qi Li 004; Haijun Zhai; Imre Solti (AMIA, 2014)

A Time-and-motion Study of Clinical Trial Eligibility Screening in a Pediatric Emergency Department. - Huaxiu Tang; Melanie Hounchell; Judith W. Dexheimer; Stephanie Kennebeck; Imre Solti; Yizhao Ni (AMIA, 2014)

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)

Will they participate? Predicting patients' response to clinical trial invitations. - Yizhao Ni; Andrew F. Beck; Regina Taylor; Jenna Dyas; Imre Solti; Judith W. Dexheimer (AMIA, 2015)

Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department. - Yizhao Ni; Stephanie Kennebeck; Judith W. Dexheimer; Constance M. McAneney; Huaxiu Tang; Todd Lingren; Qi Li 004; Haijun Zhai; Imre Solti (J. Am. Medical Informatics Assoc., 2015)

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)

Developing an Algorithm to Detect Early Childhood Obesity in Two Tertiary Pediatric Medical Centers. - Cassandra Brady; Bahram Namjou; Stephanie Kennebeck; Jonathan Bickel; Nandan Patibandla; Yizhao Ni; Sara Van Driest; Lixin Chen; Ashton Roach; Beth Cobb; Jacqueline Kirby; Joshua C. Denny; et al. (Appl. Clin. Inform., 2016)

Will they participate? Predicting patients' response to clinical trial invitations in a pediatric emergency department. - Yizhao Ni; Andrew F. Beck; Regina Taylor; Jenna Dyas; Imre Solti; Jacqueline Grupp-Phelan; Judith W. Dexheimer (J. Am. Medical Informatics Assoc., 2016)