List of works - Imre Solti

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

article

A cascade of classifiers for extracting medication information from discharge summaries

scientific article

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

scientific article published on December 25, 2012

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

scientific article published on 6 May 2015

Automated Classification of Radiology Reports for Acute Lung Injury: Comparison of Keyword and Machine Learning Based Natural Language Processing Approaches.

scientific article published on November 2009

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

scientific article published on 16 July 2014

Automated detection of medication administration errors in neonatal intensive care

scientific article published on 16 July 2015

Building an automated problem list based on natural language processing: lessons learned in the early phase of development

scientific article

Building gold standard corpora for medical natural language processing tasks.

scientific article published on 3 November 2012

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

scientific article published on September 2010

Developing an Algorithm to Detect Early Childhood Obesity in Two Tertiary Pediatric Medical Centers

scientific article published on 20 July 2016

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

scientific article

Developing and evaluating an automated appendicitis risk stratification algorithm for pediatric patients in the emergency department.

scientific article published on 15 October 2013

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

scientific article published on 03 December 2013

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

scientific article published on 29 July 2016

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

scientific article published on 03 September 2013

Extracting medication information from clinical text

scientific article

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

scientific article published on 14 April 2015

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

scientific article published on 2 August 2012

Leveraging Food and Drug Administration Adverse Event Reports for the Automated Monitoring of Electronic Health Records in a Pediatric Hospital

scientific article

Mining FDA drug labels for medical conditions

scientific article

Natural language processing of clinical trial announcements: exploratory-study of building an automated screening application

scientific article published on 6 November 2008

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

scientific article published on 8 January 2014

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

scientific article (publication date: August 2014)

Statistical machine translation for biomedical text: are we there yet? ⬇️

scientific article published on October 22, 2011

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

scientific article published on 06 September 2016

Using Amazon's Mechanical Turk for Annotating Medical Named Entities ⬇️

scientific article published on January 1, 2010

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

article

Web 2.0-based crowdsourcing for high-quality gold standard development in clinical natural language processing

scientific article

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

scientific article published on 27 April 2016

List of works by Imre Solti

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

A cascade of classifiers for extracting medication information from discharge summaries

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

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

Automated Classification of Radiology Reports for Acute Lung Injury: Comparison of Keyword and Machine Learning Based Natural Language Processing Approaches.

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

Automated detection of medication administration errors in neonatal intensive care

Building an automated problem list based on natural language processing: lessons learned in the early phase of development

Building gold standard corpora for medical natural language processing tasks.

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

Developing an Algorithm to Detect Early Childhood Obesity in Two Tertiary Pediatric Medical Centers

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

Developing and evaluating an automated appendicitis risk stratification algorithm for pediatric patients in the emergency department.

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

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

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

Extracting medication information from clinical text

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

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

Leveraging Food and Drug Administration Adverse Event Reports for the Automated Monitoring of Electronic Health Records in a Pediatric Hospital

Mining FDA drug labels for medical conditions

Natural language processing of clinical trial announcements: exploratory-study of building an automated screening application

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

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

Statistical machine translation for biomedical text: are we there yet? ⬇️

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

Using Amazon's Mechanical Turk for Annotating Medical Named Entities ⬇️

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

Web 2.0-based crowdsourcing for high-quality gold standard development in clinical natural language processing

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