Imre Solti

发表

Pre-annotating Clinical Notes and Clinical Trial Announcements for Gold Standard Corpus Development: Evaluating the Impact on Annotation Speed and Potential Bias

Louise Deléger, Todd Lingren, Katalin Molnár, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Automated detection of medication administration errors in neonatal intensive care

Eric S. Kirkendall, Yizhao Ni, Todd Lingren, 2015, J. Biomed. Informatics.

Phenotyping for patient safety: algorithm development for electronic health record based automated adverse event and medical error detection in neonatal intensive care

Eric S. Kirkendall, Yizhao Ni, Todd Lingren, 2014, Journal of the American Medical Informatics Association : JAMIA.

Predicting the Need for Pediatric Intensive Care Unit (PICU) Transfer for Newly Hospitalized Children with Machine Learning

Yizhao Ni, Todd Lingren, Haijun Zhai, 2013, AMIA.

Large-scale evaluation of automated clinical note de-identification and its impact on information extraction

Keith Marsolo, Fei Xia, Guergana K. Savova, 2013, J. Am. Medical Informatics Assoc..

Will they participate? Predicting patients’ response to clinical trial invitations in a pediatric emergency department

Judith W. Dexheimer, Yizhao Ni, Imre Solti, 2016, AMIA.

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

Louise Deléger, Todd Lingren, Katalin Molnár, 2013, J. Am. Medical Informatics Assoc..

Extracting Medication Information from Discharge Summaries

Fei Xia, Özlem Uzuner, Scott R. Halgrim, 2010, Louhi@NAACL-HLT.

Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department

Judith W. Dexheimer, Yizhao Ni, Todd Lingren, 2014, J. Am. Medical Informatics Assoc..

Automated Clinical Trial Eligibility Pre-Screening: Increasing the Efficiency of Participant Identification for Clinical Trials

Judith W. Dexheimer, Yizhao Ni, Todd Lingren, 2014, AMIA.

Increasing the efficiency of trial-patient matching: automated clinical trial eligibility Pre-screening for pediatric oncology patients

Louise Deléger, Isaac S. Kohane, Yizhao Ni, 2015, BMC Medical Informatics and Decision Making.

Building an Automated Problem List Based on Natural Language Processing: Lessons Learned in the Early Phase of Development

Thomas H. Payne, John H. Gennari, Barry Aaronson, 2008, AMIA.

Mining FDA drug labels for medical conditions

K. Bretonnel Cohen, Louise Deléger, Anil G. Jegga, 2013, BMC Medical Informatics and Decision Making.

Detecting Epilepsy Diagnosis in Clinical Notes: A Comparison of Traditional Text Classification Methods

John Pestian, Yizhao Ni, Todd Lingren, 2014, AMIA.

A cascade of classifiers for extracting medication information from discharge summaries

Fei Xia, Özlem Uzuner, Scott R. Halgrim, 2011, J. Biomed. Semant..

An end-to-end hybrid algorithm for automated medication discrepancy detection

Yizhao Ni, Todd Lingren, Megan Kaiser, 2015, BMC Medical Informatics and Decision Making.

Preliminary Experiments with Amazon’s Mechanical Turk for Annotating Medical Named Entities

Fei Xia, Meliha Yetisgen-Yildiz, Scott R. Halgrim, 2010, Mturk@HLT-NAACL.

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

Louise Deléger, Todd Lingren, Haijun Zhai, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

truth generation for the i2b2 medication Community annotation experiment for ground

Fei Xia, Özlem Uzuner, Imre Solti, 2010 .

Linking Medications and Their Attributes in Clinical Notes and Clinical Trial Announcements for Information Extraction: A Sequence Labeling Approach

Louise Deléger, Todd Lingren, Haijun Zhai, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

A sequence labeling approach to link medications and their attributes in clinical notes and clinical trial announcements for information extraction

Louise Deléger, Todd Lingren, Haijun Zhai, 2012, J. Am. Medical Informatics Assoc..

A Time-and-Motion Study of Clinical Trial Eligibility Screening in a Pediatric Emergency Department

Judith W. Dexheimer, Yizhao Ni, Imre Solti, 2018, Pediatric emergency care.

Using Natural Language Processing and the Electronic Health Record for Appendicitis Risk Stratification

Louise Deléger, Eric S. Kirkendall, Todd Lingren, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Building Gold Standard Corpora for Medical Natural Language Processing Tasks

Keith Marsolo, Louise Deléger, Michal Kouril, 2012, AMIA.

Extracting medication information from clinical text

Özlem Uzuner, Imre Solti, Eithon Cadag, 2010, J. Am. Medical Informatics Assoc..

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

Fei Xia, Özlem Uzuner, Imre Solti, 2010, J. Am. Medical Informatics Assoc..

Preparing an annotated gold standard corpus to share with extramural investigators for de-identification research

Keith Marsolo, Louise Deléger, Michal Kouril, 2014, J. Biomed. Informatics.

Developing and evaluating a machine learning based algorithm to predict the need of pediatric intensive care unit transfer for newly hospitalized children.

Yizhao Ni, Todd Lingren, Haijun Zhai, 2014, Resuscitation.

Community Annotation Experiment Community Annotation Experiment for Ground Truth Generation for the i 2 b 2 Medication Challenge

Fei Xia, Özlem Uzuner, Imre Solti, 2010 .

EMR-linked GWAS study: investigation of variation landscape of loci for body mass index in children

Keith Marsolo, Isaac S. Kohane, Todd Lingren, 2013, Front. Genet..

Suboptimal Clinical Documentation in Young Children with Severe Obesity at Tertiary Care Centers

Todd Lingren, Jonathan P. Bickel, Isaac S Kohane, 2016, International journal of pediatrics.

Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder

Finale Doshi-Velez, Pei Chen, Joseph Bochenek, 2016, PloS one.