Imre Solti

Publication Activity (10 Years)

Years Active: 2008-2016
Publications (10 Years): 2

Top Topics

Natural Language

Sequence Labeling

Clinical Trials

Experimental Design

Top Venues

J. Am. Medical Informatics Assoc.

BMC Medical Informatics Decis. Mak.

Publications

Yizhao Ni, Andrew F. Beck, Regina Taylor, Jenna Dyas, Imre Solti, Jacqueline Grupp-Phelan, Judith W. Dexheimer
Will they participate? Predicting patients' response to clinical trial invitations in a pediatric emergency department. J. Am. Medical Informatics Assoc. 23 (4) (2016)
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, Lisa Bailey-Davis, Marc S. Williams, Keith Marsolo, Imre Solti, Ingrid Holm, John Harley, Isaac S. Kohane, Guergana Savova, Nancy Crimmins, Todd Lingren, Vidhu Thaker
Developing an Algorithm to Detect Early Childhood Obesity in Two Tertiary Pediatric Medical Centers. Appl. Clin. Inform. 7 (03) (2016)
Qi Li, Eric S. Kirkendall, Eric S. Hall, Yizhao Ni, Todd Lingren, Megan Kaiser, Nataline Lingren, Haijun Zhai, Imre Solti, Kristin Melton
Automated detection of medication administration errors in neonatal intensive care. J. Biomed. Informatics 57 (2015)
Yizhao Ni, Stephanie Kennebeck, Judith W. Dexheimer, Constance M. McAneney, Huaxiu Tang, Todd Lingren, Qi Li, Haijun Zhai, Imre Solti
Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department. J. Am. Medical Informatics Assoc. 22 (1) (2015)
Yizhao Ni, Jordan Wright, John Perentesis, Todd Lingren, Louise Deléger, Megan Kaiser, Isaac S. Kohane, Imre Solti
Increasing the efficiency of trial-patient matching: automated clinical trial eligibility Pre-screening for pediatric oncology patients. BMC Medical Informatics Decis. Mak. 15 (2015)
Yizhao Ni, Andrew F. Beck, Regina Taylor, Jenna Dyas, Imre Solti, Judith W. Dexheimer
Will they participate? Predicting patients' response to clinical trial invitations. AMIA (2015)
Qi Li, Stephen Andrew Spooner, Megan Kaiser, Nataline Lingren, Jessica Robbins, Todd Lingren, Huaxiu Tang, Imre Solti, Yizhao Ni
An end-to-end hybrid algorithm for automated medication discrepancy detection. BMC Medical Informatics Decis. Mak. 15 (2015)
Todd Lingren, Pawel Matykiewicz, Yizhao Ni, Shannon M. Standridge, Katherine D. Holland, Imre Solti, Tracy A. Glauser, John Pestian
Detecting Epilepsy Diagnosis in Clinical Notes: A Comparison of Traditional Text Classification Methods. AMIA (2014)
Qi Li, Kristin Melton, Todd Lingren, Eric S. Kirkendall, Eric S. Hall, Haijun Zhai, Yizhao Ni, Megan Kaiser, Laura Stoutenborough, Imre Solti
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. J. Am. Medical Informatics Assoc. 21 (5) (2014)
Todd Lingren, Louise Deléger, Katalin Molnár, Haijun Zhai, Jareen Meinzen-Derr, Megan Kaiser, Laura Stoutenborough, Qi Li, Imre Solti
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. J. Am. Medical Informatics Assoc. 21 (3) (2014)
Yizhao Ni, Stephanie Kennebeck, Constance M. McAneney, Judith W. Dexheimer, Todd Lingren, Qi Li, Haijun Zhai, Imre Solti
Automated Clinical Trial Eligibility Pre-Screening: Increasing the Efficiency of Participant Identification for Clinical Trials. AMIA (2014)
Louise Deléger, Todd Lingren, Yizhao Ni, Megan Kaiser, Laura Stoutenborough, Keith Marsolo, Michal Kouril, Katalin Molnár, Imre Solti
Preparing an annotated gold standard corpus to share with extramural investigators for de-identification research. J. Biomed. Informatics 50 (2014)
Huaxiu Tang, Melanie Hounchell, Judith W. Dexheimer, Stephanie Kennebeck, Imre Solti, Yizhao Ni
A Time-and-motion Study of Clinical Trial Eligibility Screening in a Pediatric Emergency Department. AMIA (2014)
Qi Li, Louise Deléger, Todd Lingren, Haijun Zhai, Megan Kaiser, Laura Stoutenborough, Anil G. Jegga, Kevin Bretonnel Cohen, Imre Solti
Mining FDA drug labels for medical conditions. BMC Medical Informatics Decis. Mak. 13 (2013)
Qi Li, Haijun Zhai, Louise Deléger, Todd Lingren, Megan Kaiser, Laura Stoutenborough, Imre Solti
A sequence labeling approach to link medications and their attributes in clinical notes and clinical trial announcements for information extraction. J. Am. Medical Informatics Assoc. 20 (5) (2013)
Haijun Zhai, Patrick Brady, Qi Li, Todd Lingren, Yizhao Ni, Derek S. Wheeler, Imre Solti
Predicting the Need for Pediatric Intensive Care Unit (PICU) Transfer for Newly Hospitalized Children with Machine Learning. AMIA (2013)
Louise Deléger, Katalin Molnár, Guergana Savova, Fei Xia, Todd Lingren, Qi Li, Keith Marsolo, Anil G. Jegga, Megan Kaiser, Laura Stoutenborough, Imre Solti
Large-scale evaluation of automated clinical note de-identification and its impact on information extraction. J. Am. Medical Informatics Assoc. 20 (1) (2013)
Qi Li, Haijun Zhai, Louise Deléger, Todd Lingren, Megan Kaiser, Laura Stoutenborough, Imre Solti
Linking Medications and Their Attributes in Clinical Notes and Clinical Trial Announcements for Information Extraction: A Sequence Labeling Approach. HISB (2012)
Louise Deléger, Qi Li, Todd Lingren, Megan Kaiser, Katalin Molnár, Laura Stoutenborough, Michal Kouril, Keith Marsolo, Imre Solti
Building Gold Standard Corpora for Medical Natural Language Processing Tasks. AMIA (2012)
Louise Deléger, Holly Brodzinski, Haijun Zhai, Qi Li, Todd Lingren, Eric S. Kirkendall, Evaline Alessandrini, Imre Solti
Using Natural Language Processing and the Electronic Health Record for Appendicitis Risk Stratification. HISB (2012)
Todd Lingren, Louise Deléger, Katalin Molnár, Haijun Zhai, Jareen Meinzen-Derr, Megan Kaiser, Laura Stoutenborough, Qi Li, Imre Solti
Pre-annotating Clinical Notes and Clinical Trial Announcements for Gold Standard Corpus Development: Evaluating the Impact on Annotation Speed and Potential Bias. HISB (2012)
Haijun Zhai, Todd Lingren, Louise Deléger, Qi Li, Megan Kaiser, Laura Stoutenborough, Imre Solti
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. HISB (2012)
Scott R. Halgrim, Fei Xia, Imre Solti, Eithon Cadag, Özlem Uzuner
A cascade of classifiers for extracting medication information from discharge summaries. J. Biomed. Semant. 2 (S-3) (2011)
Özlem Uzuner, Imre Solti, Eithon Cadag
Extracting medication information from clinical text. J. Am. Medical Informatics Assoc. 17 (5) (2010)
Scott R. Halgrim, Fei Xia, Imre Solti, Eithon Cadag, Özlem Uzuner
Extracting Medication Information from Discharge Summaries. Louhi@NAACL-HLT (2010)
Meliha Yetisgen-Yildiz, Imre Solti, Fei Xia, Scott R. Halgrim
Preliminary Experiments with Amazon's Mechanical Turk for Annotating Medical Named Entities. Mturk@HLT-NAACL (2010)
Özlem Uzuner, Imre Solti, Fei Xia, Eithon Cadag
Community annotation experiment for ground truth generation for the i2b2 medication challenge. J. Am. Medical Informatics Assoc. 17 (5) (2010)
Imre Solti, Barry Aaronson, Grant S. Fletcher, Magdolna Solti, John H. Gennari, Melissa Cooper, Thomas H. Payne
Building an Automated Problem List Based on Natural Language Processing: Lessons Learned in the Early Phase of Development. AMIA (2008)