Published in J Am Med Inform Assoc on November 27, 2000
Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications. J Am Med Inform Assoc (2010) 13.18
Detecting adverse events using information technology. J Am Med Inform Assoc (2003) 6.25
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Automated detection of adverse events using natural language processing of discharge summaries. J Am Med Inform Assoc (2005) 3.77
Reference standards, judges, and comparison subjects: roles for experts in evaluating system performance. J Am Med Inform Assoc (2001) 3.70
Evaluation of negation phrases in narrative clinical reports. Proc AMIA Symp (2001) 3.47
Automation of a problem list using natural language processing. BMC Med Inform Decis Mak (2005) 3.20
Comparing ICD9-encoded diagnoses and NLP-processed discharge summaries for clinical trials pre-screening: a case study. AMIA Annu Symp Proc (2008) 3.00
Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: the SHARPn project. J Biomed Inform (2012) 2.97
Machine learning and rule-based approaches to assertion classification. J Am Med Inform Assoc (2008) 2.76
Automating the assignment of diagnosis codes to patient encounters using example-based and machine learning techniques. J Am Med Inform Assoc (2006) 2.53
MediClass: A system for detecting and classifying encounter-based clinical events in any electronic medical record. J Am Med Inform Assoc (2005) 2.45
Identifying QT prolongation from ECG impressions using a general-purpose Natural Language Processor. Int J Med Inform (2008) 2.07
A review of approaches to identifying patient phenotype cohorts using electronic health records. J Am Med Inform Assoc (2013) 2.02
Extracting timing and status descriptors for colonoscopy testing from electronic medical records. J Am Med Inform Assoc (2010) 1.94
Anaphoric relations in the clinical narrative: corpus creation. J Am Med Inform Assoc (2011) 1.91
Using regular expressions to abstract blood pressure and treatment intensification information from the text of physician notes. J Am Med Inform Assoc (2006) 1.89
Discovering peripheral arterial disease cases from radiology notes using natural language processing. AMIA Annu Symp Proc (2010) 1.86
A natural language processing system to extract and code concepts relating to congestive heart failure from chest radiology reports. AMIA Annu Symp Proc (2006) 1.73
Generating a reliable reference standard set for syndromic case classification. J Am Med Inform Assoc (2005) 1.62
EpiDEA: extracting structured epilepsy and seizure information from patient discharge summaries for cohort identification. AMIA Annu Symp Proc (2012) 1.57
Coreference resolution: a review of general methodologies and applications in the clinical domain. J Biomed Inform (2011) 1.56
Computer algorithms to detect bloodstream infections. Emerg Infect Dis (2004) 1.48
Creating a text classifier to detect radiology reports describing mediastinal findings associated with inhalational anthrax and other disorders. J Am Med Inform Assoc (2003) 1.42
A rule-based approach for identifying obesity and its comorbidities in medical discharge summaries. J Am Med Inform Assoc (2009) 1.32
Human and automated coding of rehabilitation discharge summaries according to the International Classification of Functioning, Disability, and Health. J Am Med Inform Assoc (2006) 1.23
Pneumonia identification using statistical feature selection. J Am Med Inform Assoc (2012) 1.23
Extracting medical information from narrative patient records: the case of medication-related information. J Am Med Inform Assoc (2010) 1.22
Validation study of an automated electronic acute lung injury screening tool. J Am Med Inform Assoc (2009) 1.21
Document-level classification of CT pulmonary angiography reports based on an extension of the ConText algorithm. J Biomed Inform (2011) 1.20
Inductive creation of an annotation schema for manually indexing clinical conditions from emergency department reports. J Biomed Inform (2005) 1.13
Under-documentation of chronic kidney disease in the electronic health record in outpatients. J Am Med Inform Assoc (2010) 1.10
Automatic prediction of rheumatoid arthritis disease activity from the electronic medical records. PLoS One (2013) 1.09
Unsupervised biomedical named entity recognition: experiments with clinical and biological texts. J Biomed Inform (2013) 1.05
Electronic screening of dictated reports to identify patients with do-not-resuscitate status. J Am Med Inform Assoc (2004) 1.03
Automated identification of pneumonia in chest radiograph reports in critically ill patients. BMC Med Inform Decis Mak (2013) 1.01
Exploring the frontier of electronic health record surveillance: the case of postoperative complications. Med Care (2013) 1.01
Using Medical Text Extraction, Reasoning and Mapping System (MTERMS) to process medication information in outpatient clinical notes. AMIA Annu Symp Proc (2011) 1.01
On-time clinical phenotype prediction based on narrative reports. AMIA Annu Symp Proc (2013) 0.99
Automated outcome classification of emergency department computed tomography imaging reports. Acad Emerg Med (2013) 0.99
Medical problem and document model for natural language understanding. AMIA Annu Symp Proc (2003) 0.96
Detecting possible vaccination reactions in clinical notes. AMIA Annu Symp Proc (2005) 0.96
Identification of pneumonia and influenza deaths using the Death Certificate Pipeline. BMC Med Inform Decis Mak (2012) 0.96
PASTE: patient-centered SMS text tagging in a medication management system. J Am Med Inform Assoc (2011) 0.94
Natural Language Processing to identify pneumonia from radiology reports. Pharmacoepidemiol Drug Saf (2013) 0.93
Supporting the annotation of chronic obstructive pulmonary disease (COPD) phenotypes with text mining workflows. J Biomed Semantics (2015) 0.90
Comparison of computerized surveillance and manual chart review for adverse events. J Am Med Inform Assoc (2011) 0.90
Use of Radcube for extraction of finding trends in a large radiology practice. J Digit Imaging (2008) 0.90
Complex epilepsy phenotype extraction from narrative clinical discharge summaries. J Biomed Inform (2014) 0.89
Assessing pneumonia identification from time-ordered narrative reports. AMIA Annu Symp Proc (2012) 0.89
Automatic classification of foot examination findings using clinical notes and machine learning. J Am Med Inform Assoc (2007) 0.88
Using the electronic medical record to identify community-acquired pneumonia: toward a replicable automated strategy. PLoS One (2013) 0.87
Bridging semantics and syntax with graph algorithms-state-of-the-art of extracting biomedical relations. Brief Bioinform (2016) 0.86
Bridging the text-image gap: a decision support tool for real-time PACS browsing. J Digit Imaging (2012) 0.84
Facilitating surveillance of pulmonary invasive mold diseases in patients with haematological malignancies by screening computed tomography reports using natural language processing. PLoS One (2014) 0.83
A Natural Language Processing Tool for Large-Scale Data Extraction from Echocardiography Reports. PLoS One (2016) 0.82
Developing a section labeler for clinical documents. AMIA Annu Symp Proc (2014) 0.81
Reviewing 741 patients records in two hours with FASTVISU. AMIA Annu Symp Proc (2015) 0.79
Applying semantic-based probabilistic context-free grammar to medical language processing--a preliminary study on parsing medication sentences. J Biomed Inform (2011) 0.79
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The role of the electronic medical record in the assessment of health related quality of life. AMIA Annu Symp Proc (2011) 0.76
Modelling and extraction of variability in free-text medication prescriptions from an anonymised primary care electronic medical record research database. BMC Med Inform Decis Mak (2016) 0.76
Using narrative reports to support a digital library. Proc AMIA Symp (2001) 0.75
Characterization of Change and Significance for Clinical Findings in Radiology Reports Through Natural Language Processing. J Digit Imaging (2017) 0.75
Using automatically extracted information from mammography reports for decision-support. J Biomed Inform (2016) 0.75
Temporal bone radiology report classification using open source machine learning and natural langue processing libraries. BMC Med Inform Decis Mak (2016) 0.75
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A novel data-driven workflow combining literature and electronic health records to estimate comorbidities burden for a specific disease: a case study on autoimmune comorbidities in patients with celiac disease. BMC Med Inform Decis Mak (2017) 0.75
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