What can natural language processing do for clinical decision support?

PubWeight™: 4.51‹?› | Rank: Top 1%

🔗 View Article (PMC 2757540)

Published in J Biomed Inform on August 13, 2009

Authors

Dina Demner-Fushman1, Wendy W Chapman, Clement J McDonald

Author Affiliations

1: U.S. National Library of Medicine, National Institutes of Health, Bethesda, MD 20894, USA. ddemner@mail.nih.gov

Articles citing this

Mining electronic health records: towards better research applications and clinical care. Nat Rev Genet (2012) 4.42

Effect of computerized clinical decision support on the use and yield of CT pulmonary angiography in the emergency department. Radiology (2011) 2.47

Using machine learning for concept extraction on clinical documents from multiple data sources. J Am Med Inform Assoc (2011) 1.76

Large-scale evaluation of automated clinical note de-identification and its impact on information extraction. J Am Med Inform Assoc (2012) 1.58

Drug side effect extraction from clinical narratives of psychiatry and psychology patients. J Am Med Inform Assoc (2011) 1.56

Prevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record. J Card Fail (2014) 1.55

Evaluating the state of the art in disorder recognition and normalization of the clinical narrative. J Am Med Inform Assoc (2014) 1.45

Clinical decision support with automated text processing for cervical cancer screening. J Am Med Inform Assoc (2012) 1.30

Part-of-speech tagging for clinical text: wall or bridge between institutions? AMIA Annu Symp Proc (2011) 1.26

Pneumonia identification using statistical feature selection. J Am Med Inform Assoc (2012) 1.23

Unsupervised mining of frequent tags for clinical eligibility text indexing. J Biomed Inform (2013) 1.11

MedXN: an open source medication extraction and normalization tool for clinical text. J Am Med Inform Assoc (2014) 1.09

Automatic prediction of rheumatoid arthritis disease activity from the electronic medical records. PLoS One (2013) 1.09

Knowledge-based extraction of adverse drug events from biomedical text. BMC Bioinformatics (2014) 1.08

A high throughput semantic concept frequency based approach for patient identification: a case study using type 2 diabetes mellitus clinical notes. AMIA Annu Symp Proc (2010) 1.05

Mining the pharmacogenomics literature--a survey of the state of the art. Brief Bioinform (2012) 1.02

HARVEST, a longitudinal patient record summarizer. J Am Med Inform Assoc (2014) 1.02

Hiding in plain sight: use of realistic surrogates to reduce exposure of protected health information in clinical text. J Am Med Inform Assoc (2012) 1.01

Automated identification of pneumonia in chest radiograph reports in critically ill patients. BMC Med Inform Decis Mak (2013) 1.01

On-time clinical phenotype prediction based on narrative reports. AMIA Annu Symp Proc (2013) 0.99

Personalized medicine: challenges and opportunities for translational bioinformatics. Per Med (2013) 0.98

Biomedical informatics techniques for processing and analyzing web blogs of military service members. J Med Internet Res (2010) 0.97

Annotating longitudinal clinical narratives for de-identification: The 2014 i2b2/UTHealth corpus. J Biomed Inform (2015) 0.94

Risk factor detection for heart disease by applying text analytics in electronic medical records. J Biomed Inform (2015) 0.93

Knowledge-based biomedical word sense disambiguation: an evaluation and application to clinical document classification. J Am Med Inform Assoc (2012) 0.93

Strategies for medical data extraction and presentation part 1: current limitations and deficiencies. J Digit Imaging (2015) 0.92

Challenges in clinical natural language processing for automated disorder normalization. J Biomed Inform (2015) 0.92

Formative evaluation of the accuracy of a clinical decision support system for cervical cancer screening. J Am Med Inform Assoc (2013) 0.92

Pooling annotated corpora for clinical concept extraction. J Biomed Semantics (2013) 0.91

Semantator: annotating clinical narratives with semantic web ontologies. AMIA Jt Summits Transl Sci Proc (2012) 0.90

Semi-supervised clinical text classification with Laplacian SVMs: an application to cancer case management. J Biomed Inform (2013) 0.90

Methods for identifying suicide or suicidal ideation in EHRs. AMIA Annu Symp Proc (2012) 0.90

A study of active learning methods for named entity recognition in clinical text. J Biomed Inform (2015) 0.89

A comparative analysis of the density of the SNOMED CT conceptual content for semantic harmonization. Artif Intell Med (2015) 0.88

An automated tool for detecting medication overuse based on the electronic health records. Pharmacoepidemiol Drug Saf (2012) 0.88

Data-to-text summarisation of patient records: using computer-generated summaries to access patient histories. Patient Educ Couns (2013) 0.88

Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis. J Am Med Inform Assoc (2015) 0.87

Identifying Abdominal Aortic Aneurysm Cases and Controls using Natural Language Processing of Radiology Reports. AMIA Jt Summits Transl Sci Proc (2013) 0.87

Automatic Extraction of ICD-O-3 Primary Sites from Cancer Pathology Reports. AMIA Jt Summits Transl Sci Proc (2013) 0.87

Natural language processing of radiology reports for the detection of thromboembolic diseases and clinically relevant incidental findings. BMC Bioinformatics (2014) 0.86

Automating data abstraction in a quality improvement platform for surgical and interventional procedures. EGEMS (Wash DC) (2014) 0.85

Identifying influenza-like illness presentation from unstructured general practice clinical narrative using a text classifier rule-based expert system versus a clinical expert. BMC Med Inform Decis Mak (2015) 0.85

Natural language processing and the oncologic history: is there a match? J Oncol Pract (2011) 0.83

Website Sharing in Online Health Communities: A Descriptive Analysis. J Med Internet Res (2016) 0.83

The role of fine-grained annotations in supervised recognition of risk factors for heart disease from EHRs. J Biomed Inform (2015) 0.83

How essential are unstructured clinical narratives and information fusion to clinical trial recruitment? AMIA Jt Summits Transl Sci Proc (2014) 0.83

Dynamical phenotyping: using temporal analysis of clinically collected physiologic data to stratify populations. PLoS One (2014) 0.82

Using NCCN clinical practice guidelines in oncology to measure the quality of colorectal cancer care in the veterans health administration. J Natl Compr Canc Netw (2013) 0.81

A hybrid model for automatic identification of risk factors for heart disease. J Biomed Inform (2015) 0.80

Using Natural Language Processing to Extract Abnormal Results From Cancer Screening Reports. J Patient Saf (2014) 0.80

De-identification of clinical narratives through writing complexity measures. Int J Med Inform (2014) 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

Validation of Test Performance and Clinical Time Zero for an Electronic Health Record Embedded Severe Sepsis Alert. Appl Clin Inform (2016) 0.78

Workshop on using natural language processing applications for enhancing clinical decision making: an executive summary. J Am Med Inform Assoc (2013) 0.78

Analysis of cross-institutional medication description patterns in clinical narratives. Biomed Inform Insights (2013) 0.78

Automated recommendation for cervical cancer screening and surveillance. Cancer Inform (2014) 0.78

Adapting existing natural language processing resources for cardiovascular risk factors identification in clinical notes. J Biomed Inform (2015) 0.77

Improving clinical trial accrual by streamlining the referral process. Int J Med Inform (2014) 0.77

Benchmarking clinical speech recognition and information extraction: new data, methods, and evaluations. JMIR Med Inform (2015) 0.77

Automated identification of molecular effects of drugs (AIMED). J Am Med Inform Assoc (2016) 0.76

Pay for performance for salaried health care providers: methodology, challenges, and pitfalls. Perm J (2014) 0.75

Classification of radiology reports for falls in an HIV study cohort. J Am Med Inform Assoc (2015) 0.75

Automatic classification of registered clinical trials towards the Global Burden of Diseases taxonomy of diseases and injuries. BMC Bioinformatics (2016) 0.75

Operationalizing Semantic Medline for meeting the information needs at point of care. AMIA Jt Summits Transl Sci Proc (2015) 0.75

Text Classification towards Detecting Misdiagnosis of an Epilepsy Syndrome in a Pediatric Population. AMIA Annu Symp Proc (2014) 0.75

Louhi 2014: Special issue on health text mining and information analysis. BMC Med Inform Decis Mak (2015) 0.75

Natural Language Processing Based Instrument for Classification of Free Text Medical Records. Biomed Res Int (2016) 0.75

Nurse Informaticians Report Low Satisfaction and Multi-level Concerns with Electronic Health Records: Results from an International Survey. AMIA Annu Symp Proc (2017) 0.75

Enriching the international clinical nomenclature with Chinese daily used synonyms and concept recognition in physician notes. BMC Med Inform Decis Mak (2017) 0.75

A simple method to extract key maternal data from neonatal clinical notes. AMIA Annu Symp Proc (2013) 0.75

A Focus Group Exploration of Automated Case-Finders to Identify High-Risk Heart Failure Patients Within an Urban Safety Net Hospital. EGEMS (Wash DC) (2016) 0.75

Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models. J Biomed Inform (2016) 0.75

Toward a Learning Health-care System - Knowledge Delivery at the Point of Care Empowered by Big Data and NLP. Biomed Inform Insights (2016) 0.75

The value of actionable content in a clinical setting: access to better information facilitates enhanced cancer care. Am Health Drug Benefits (2013) 0.75

Using automatically extracted information from mammography reports for decision-support. J Biomed Inform (2016) 0.75

Use of structured and unstructured data to identify contraceptive use in women veterans. Perspect Health Inf Manag (2013) 0.75

Efficient Queries of Stand-off Annotations for Natural Language Processing on Electronic Medical Records. Biomed Inform Insights (2016) 0.75

Automatic Classification of Ultrasound Screening Examinations of the Abdominal Aorta. J Digit Imaging (2016) 0.75

Detection of clinically important colorectal surgical site infection using Bayesian network. J Surg Res (2016) 0.75

A nonparametric Bayesian method of translating machine learning scores to probabilities in clinical decision support. BMC Bioinformatics (2017) 0.75

Organ laceration grading adherence by radiologists. Emerg Radiol (2014) 0.75

Articles cited by this

Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program. Proc AMIA Symp (2001) 40.22

A general natural-language text processor for clinical radiology. J Am Med Inform Assoc (1995) 29.81

Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review. JAMA (2005) 23.44

A simple algorithm for identifying negated findings and diseases in discharge summaries. J Biomed Inform (2001) 21.03

Effects of computer-based clinical decision support systems on physician performance and patient outcomes: a systematic review. JAMA (1998) 18.02

What clinical information do doctors need? BMJ (1996) 16.23

Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success. BMJ (2005) 15.57

A computer-assisted management program for antibiotics and other antiinfective agents. N Engl J Med (1998) 14.59

Natural language processing and the representation of clinical data. J Am Med Inform Assoc (1995) 13.20

Computerized extraction of coded findings from free-text radiologic reports. Work in progress. Radiology (1990) 11.72

Automated encoding of clinical documents based on natural language processing. J Am Med Inform Assoc (2004) 11.48

Extracting principal diagnosis, co-morbidity and smoking status for asthma research: evaluation of a natural language processing system. BMC Med Inform Decis Mak (2006) 9.98

The well-built clinical question: a key to evidence-based decisions. ACP J Club (1995) 8.57

Extracting information from textual documents in the electronic health record: a review of recent research. Yearb Med Inform (2008) 8.09

The UMLS project: making the conceptual connection between users and the information they need. Bull Med Libr Assoc (1993) 8.06

MedPost: a part-of-speech tagger for bioMedical text. Bioinformatics (2004) 6.53

A roadmap for national action on clinical decision support. J Am Med Inform Assoc (2007) 6.48

Answering physicians' clinical questions: obstacles and potential solutions. J Am Med Inform Assoc (2004) 6.42

Use of general-purpose negation detection to augment concept indexing of medical documents: a quantitative study using the UMLS. J Am Med Inform Assoc (2001) 6.00

Experience with a mixed semantic/syntactic parser. Proc Annu Symp Comput Appl Med Care (1995) 5.61

Automatic detection of acute bacterial pneumonia from chest X-ray reports. J Am Med Inform Assoc (2000) 5.60

Does the inclusion of grey literature influence estimates of intervention effectiveness reported in meta-analyses? Lancet (2000) 4.16

Grand challenges in clinical decision support. J Biomed Inform (2007) 4.15

Automated de-identification of free-text medical records. BMC Med Inform Decis Mak (2008) 3.99

Computer programs to support clinical decision making. JAMA (1987) 3.62

Psychological aspects of natural language. use: our words, our selves. Annu Rev Psychol (2002) 3.57

Guidelines you can follow and can trust. An ideal and an example. JAMA (1994) 3.45

A natural language understanding system combining syntactic and semantic techniques. Proc Annu Symp Comput Appl Med Care (1994) 3.42

Classifying free-text triage chief complaints into syndromic categories with natural language processing. Artif Intell Med (2005) 3.37

Term identification in the biomedical literature. J Biomed Inform (2004) 3.22

Temporal reasoning with medical data--a review with emphasis on medical natural language processing. J Biomed Inform (2007) 3.21

Automatically extracting cancer disease characteristics from pathology reports into a Disease Knowledge Representation Model. J Biomed Inform (2008) 3.10

Automated acquisition of disease drug knowledge from biomedical and clinical documents: an initial study. J Am Med Inform Assoc (2007) 3.09

A semantic lexicon for medical language processing. J Am Med Inform Assoc (1999) 3.06

Natural language processing to extract medical problems from electronic clinical documents: performance evaluation. J Biomed Inform (2005) 2.80

A controlled trial of automated classification of negation from clinical notes. BMC Med Inform Decis Mak (2005) 2.79

Machine learning and rule-based approaches to assertion classification. J Am Med Inform Assoc (2008) 2.76

MEDSYNDIKATE--a natural language system for the extraction of medical information from findings reports. Int J Med Inform (2002) 2.70

A novel hybrid approach to automated negation detection in clinical radiology reports. J Am Med Inform Assoc (2007) 2.65

Identifying respiratory findings in emergency department reports for biosurveillance using MetaMap. Stud Health Technol Inform (2004) 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

Extracting structured information from free text pathology reports. AMIA Annu Symp Proc (2003) 2.37

Extracting phenotypic information from the literature via natural language processing. Stud Health Technol Inform (2004) 2.36

A natural language parsing system for encoding admitting diagnoses. Proc AMIA Annu Fall Symp (1997) 2.34

Facilitating cancer research using natural language processing of pathology reports. Stud Health Technol Inform (2004) 2.28

Detecting adverse events for patient safety research: a review of current methodologies. J Biomed Inform (2003) 2.20

Building a semantically annotated corpus of clinical texts. J Biomed Inform (2009) 2.03

Automatic extraction of PIOPED interpretations from ventilation/perfusion lung scan reports. Proc AMIA Symp (1998) 1.88

Summarization from medical documents: a survey. Artif Intell Med (2005) 1.88

Automated tuberculosis detection. J Am Med Inform Assoc (1997) 1.84

Linguistic predictors of adaptive bereavement. J Pers Soc Psychol (1997) 1.79

Natural language processing in the electronic medical record: assessing clinician adherence to tobacco treatment guidelines. Am J Prev Med (2005) 1.77

NLP-based identification of pneumonia cases from free-text radiological reports. AMIA Annu Symp Proc (2008) 1.74

Semantic classification of diseases in discharge summaries using a context-aware rule-based classifier. J Am Med Inform Assoc (2009) 1.73

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

Selective automated indexing of findings and diagnoses in radiology reports. J Biomed Inform (2001) 1.71

A software tool for removing patient identifying information from clinical documents. J Am Med Inform Assoc (2008) 1.70

Abbreviation and acronym disambiguation in clinical discourse. AMIA Annu Symp Proc (2005) 1.61

Heuristic sample selection to minimize reference standard training set for a part-of-speech tagger. J Am Med Inform Assoc (2007) 1.57

Automatic summarization of MEDLINE citations for evidence-based medical treatment: a topic-oriented evaluation. J Biomed Inform (2008) 1.56

Distributed, intelligent, interactive visualization and exploration of time-oriented clinical data and their abstractions. Artif Intell Med (2005) 1.56

Using lexical disambiguation and named-entity recognition to improve spelling correction in the electronic patient record. Artif Intell Med (2003) 1.55

Nominalization and alternations in biomedical language. PLoS One (2008) 1.52

Temporal abstraction in intelligent clinical data analysis: a survey. Artif Intell Med (2006) 1.49

Customization in a unified framework for summarizing medical literature. Artif Intell Med (2005) 1.38

Automated recognition of malignancy mentions in biomedical literature. BMC Bioinformatics (2006) 1.36

Identification and extraction of family history information from clinical reports. AMIA Annu Symp Proc (2008) 1.34

Using WordNet to improve the mapping of data elements to UMLS for data sources integration. AMIA Annu Symp Proc (2006) 1.32

Word use in the poetry of suicidal and nonsuicidal poets. Psychosom Med (2001) 1.31

A critical review of PASBio's argument structures for biomedical verbs. BMC Bioinformatics (2006) 1.29

Summarization of an online medical encyclopedia. Stud Health Technol Inform (2004) 1.27

A comparative study of supervised learning as applied to acronym expansion in clinical reports. AMIA Annu Symp Proc (2006) 1.25

Mining complex clinical data for patient safety research: a framework for event discovery. J Biomed Inform (2003) 1.22

Using outcome polarity in sentence extraction for medical question-answering. AMIA Annu Symp Proc (2006) 1.21

UMLS content views appropriate for NLP processing of the biomedical literature vs. clinical text. J Biomed Inform (2010) 1.20

Towards a medical question-answering system: a feasibility study. Stud Health Technol Inform (2003) 1.16

A prototype system to support evidence-based practice. AMIA Annu Symp Proc (2008) 1.12

Searching electronic health records for temporal patterns in patient histories: a case study with microsoft amalga. AMIA Annu Symp Proc (2008) 1.10

Combining decision support methodologies to diagnose pneumonia. Proc AMIA Symp (2001) 1.09

Automating tissue bank annotation from pathology reports - comparison to a gold standard expert annotation set. AMIA Annu Symp Proc (2005) 1.09

Beyond information retrieval--medical question answering. AMIA Annu Symp Proc (2006) 1.08

Developing a corpus of clinical notes manually annotated for part-of-speech. Int J Med Inform (2005) 1.06

Internet surveillance: content analysis and monitoring of product-specific internet prescription opioid abuse-related postings. Clin J Pain (2007) 1.04

Development of a natural language processing system to identify timing and status of colonoscopy testing in electronic medical records. AMIA Annu Symp Proc (2009) 1.03

Assessing data relevance for automated generation of a clinical summary. AMIA Annu Symp Proc (2007) 1.01

Accelerating the annotation of sparse named entities by dynamic sentence selection. BMC Bioinformatics (2008) 1.00

ReportTutor - an intelligent tutoring system that uses a natural language interface. AMIA Annu Symp Proc (2005) 1.00

Really, is medical sublanguage that different? Experimental counter-evidence from tagging medical and newspaper corpora. Stud Health Technol Inform (2004) 0.98

Detecting possible vaccination reactions in clinical notes. AMIA Annu Symp Proc (2005) 0.96

Extraction of recommendation features in radiology with natural language processing: exploratory study. AJR Am J Roentgenol (2008) 0.93

Automatic generation of repeated patient information for tailoring clinical notes. Int J Med Inform (2005) 0.89

Self-report and linguistic indicators of emotional expression in narratives as predictors of adjustment to cancer. J Behav Med (2006) 0.89

Pro-anorexics and recovering anorexics differ in their linguistic Internet self-presentation. J Psychosom Res (2006) 0.88

Morphosemantic parsing of medical compound words: transferring a French analyzer to English. Int J Med Inform (2008) 0.87

Methods for building sense inventories of abbreviations in clinical notes. AMIA Annu Symp Proc (2008) 0.86

Articles by these authors

A randomized, controlled trial of clinical information shared from another institution. Ann Emerg Med (2002) 6.66

Effectiveness of pharmacist care for patients with reactive airways disease: a randomized controlled trial. JAMA (2002) 5.80

ConText: an algorithm for determining negation, experiencer, and temporal status from clinical reports. J Biomed Inform (2009) 4.16

A comparison of the completeness and timeliness of automated electronic laboratory reporting and spontaneous reporting of notifiable conditions. Am J Public Health (2008) 3.81

Natural language processing: an introduction. J Am Med Inform Assoc (2011) 3.50

Overcoming barriers to NLP for clinical text: the role of shared tasks and the need for additional creative solutions. J Am Med Inform Assoc (2011) 3.14

Analysis of identifier performance using a deterministic linkage algorithm. Proc AMIA Symp (2002) 3.02

Effects of computerized guidelines for managing heart disease in primary care. J Gen Intern Med (2003) 2.96

iDASH: integrating data for analysis, anonymization, and sharing. J Am Med Inform Assoc (2011) 2.51

Accuracy of three classifiers of acute gastrointestinal syndrome for syndromic surveillance. Proc AMIA Symp (2002) 2.43

Extracting structured information from free text pathology reports. AMIA Annu Symp Proc (2003) 2.37

Analysis of a probabilistic record linkage technique without human review. AMIA Annu Symp Proc (2003) 2.34

Automated syndromic surveillance for the 2002 Winter Olympics. J Am Med Inform Assoc (2003) 2.24

Failure of computerized treatment suggestions to improve health outcomes of outpatients with uncomplicated hypertension: results of a randomized controlled trial. Pharmacotherapy (2004) 2.17

Implementation and evaluation of a negation tagger in a pipeline-based system for information extract from pathology reports. Stud Health Technol Inform (2004) 2.16

Community clinical data exchange for emergency medicine patients. AMIA Annu Symp Proc (2003) 2.11

Using natural language processing to improve efficiency of manual chart abstraction in research: the case of breast cancer recurrence. Am J Epidemiol (2014) 2.09

Inpatient computer-based standing orders vs physician reminders to increase influenza and pneumococcal vaccination rates: a randomized trial. JAMA (2004) 2.04

Automated extraction and normalization of findings from cancer-related free-text radiology reports. AMIA Annu Symp Proc (2003) 1.95

Anaphoric relations in the clinical narrative: corpus creation. J Am Med Inform Assoc (2011) 1.91

Can computer-generated evidence-based care suggestions enhance evidence-based management of asthma and chronic obstructive pulmonary disease? A randomized, controlled trial. Health Serv Res (2005) 1.91

Automated mapping of local radiology terms to LOINC. AMIA Annu Symp Proc (2005) 1.82

Physicians, information technology, and health care systems: a journey, not a destination. J Am Med Inform Assoc (2004) 1.80

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

Using a natural language processing system to extract and code family history data from admission reports. AMIA Annu Symp Proc (2006) 1.70

A software tool for removing patient identifying information from clinical documents. J Am Med Inform Assoc (2008) 1.70

A modern optical character recognition system in a real world clinical setting: some accuracy and feasibility observations. Proc AMIA Symp (2002) 1.67

Electronic interpretation of chest radiograph reports to detect central venous catheters. Infect Control Hosp Epidemiol (2003) 1.66

Using adaptive turnaround documents to electronically acquire structured data in clinical settings. AMIA Annu Symp Proc (2003) 1.64

A system for sharing routine surgical pathology specimens across institutions: the Shared Pathology Informatics Network. Hum Pathol (2007) 1.59

Coreference resolution: a review of general methodologies and applications in the clinical domain. J Biomed Inform (2011) 1.56

Rapid deployment of an electronic disease surveillance system in the state of Utah for the 2002 Olympic Winter Games. Proc AMIA Symp (2002) 1.46

The pattern of name tokens in narrative clinical text and a comparison of five systems for redacting them. J Am Med Inform Assoc (2013) 1.38

In support of emergency department health information technology. AMIA Annu Symp Proc (2005) 1.33

Public sharing of research datasets: a pilot study of associations. J Informetr (2010) 1.33

A comparison of Intelligent Mapper and document similarity scores for mapping local radiology terms to LOINC. AMIA Annu Symp Proc (2006) 1.32

Using information technology to improve the health care of older adults. Ann Intern Med (2003) 1.31

LOINC® - A Universal Catalog of Individual Clinical Observations and Uniform Representation of Enumerated Collections. Int J Funct Inform Personal Med (2011) 1.30

Developing a natural language processing application for measuring the quality of colonoscopy procedures. J Am Med Inform Assoc (2011) 1.28

Representing Patient Assessments in LOINC®. AMIA Annu Symp Proc (2010) 1.28

Optimizing A syndromic surveillance text classifier for influenza-like illness: Does document source matter? AMIA Annu Symp Proc (2008) 1.27

Efficiency, comprehensiveness and cost-effectiveness when comparing dictation and electronic templates for operative reports. AMIA Annu Symp Proc (2005) 1.25

Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration. IEEE Trans Med Imaging (2013) 1.23

Using National Drug Codes and drug knowledge bases to organize prescription records from multiple sources. Am J Health Syst Pharm (2009) 1.21

Use of a regional health information exchange to detect crossover of patients with MRSA between urban hospitals. J Am Med Inform Assoc (2007) 1.21

Document-level classification of CT pulmonary angiography reports based on an extension of the ConText algorithm. J Biomed Inform (2011) 1.20

Automatic tuberculosis screening using chest radiographs. IEEE Trans Med Imaging (2013) 1.20

Lower short- and long-term mortality associated with overweight and obesity in a large cohort study of adult intensive care unit patients. Crit Care (2012) 1.17

Structure, functions, and activities of a research support informatics section. J Am Med Inform Assoc (2003) 1.13

Developing a manually annotated clinical document corpus to identify phenotypic information for inflammatory bowel disease. BMC Bioinformatics (2009) 1.11

Indianapolis I3: the third generation Integrated Advanced Information Management Systems. J Med Libr Assoc (2004) 1.11

A system for coreference resolution for the clinical narrative. J Am Med Inform Assoc (2012) 1.11

Current issues in biomedical text mining and natural language processing. J Biomed Inform (2009) 1.09

Correctness of Voluntary LOINC Mapping for Laboratory Tests in Three Large Institutions. AMIA Annu Symp Proc (2010) 1.09

Automating tissue bank annotation from pathology reports - comparison to a gold standard expert annotation set. AMIA Annu Symp Proc (2005) 1.09

Comment on "time to integrate clinical and research informatics". Sci Transl Med (2013) 1.09

An effective computerized reminder for contact isolation of patients colonized or infected with resistant organisms. Int J Med Inform (2007) 1.04

Standardizing clinical laboratory data for secondary use. J Biomed Inform (2012) 1.04

A common type system for clinical natural language processing. J Biomed Semantics (2013) 1.04

Evaluating the effectiveness of four contextual features in classifying annotated clinical conditions in emergency department reports. AMIA Annu Symp Proc (2006) 1.01

Using chief complaints for syndromic surveillance: a review of chief complaint based classifiers in North America. J Biomed Inform (2013) 1.00

Automated ancillary cancer history classification for mesothelioma patients from free-text clinical reports. J Pathol Inform (2010) 1.00

Identifying data sharing in biomedical literature. AMIA Annu Symp Proc (2008) 0.99

Methodology to develop and evaluate a semantic representation for NLP. AMIA Annu Symp Proc (2009) 0.99

Evaluation of preprocessing techniques for chief complaint classification. J Biomed Inform (2007) 0.98

A computerized decision support system improves the accuracy of temperature capture from nursing personnel at the bedside. AMIA Annu Symp Proc (2006) 0.97

Enabling international adoption of LOINC through translation. J Biomed Inform (2012) 0.96

Using PhenX measures to identify opportunities for cross-study analysis. Hum Mutat (2012) 0.96

Standardizing newborn screening results for health information exchange. AMIA Annu Symp Proc (2010) 0.95

Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation. J Am Med Inform Assoc (2013) 0.95

Envisioning a biomedical data reuse registry. AMIA Annu Symp Proc (2008) 0.94

Natural Language Processing to identify pneumonia from radiology reports. Pharmacoepidemiol Drug Saf (2013) 0.93

Which observations from the complete blood cell count predict mortality for hospitalized patients? J Hosp Med (2007) 0.91

An approach to improve LOINC mapping through augmentation of local test names. J Biomed Inform (2011) 0.91

Auditing consistency and usefulness of LOINC use among three large institutions - using version spaces for grouping LOINC codes. J Biomed Inform (2012) 0.90

Overweight, obesity, and all-cause mortality. JAMA (2013) 0.87

A practical method of linking data from Medicare claims and a comprehensive electronic medical records system. Int J Med Inform (2003) 0.86

Understanding Inter-rater Disagreement: A Mixed Methods Approach. AMIA Annu Symp Proc (2010) 0.86

An evaluation of medical knowledge contained in Wikipedia and its use in the LOINC database. J Am Med Inform Assoc (2010) 0.85

Prediction of postoperative recurrence-free survival in non-small cell lung cancer by using an internationally validated gene expression model. Clin Cancer Res (2011) 0.82

A simple error classification system for understanding sources of error in automatic speech recognition and human transcription. Int J Med Inform (2004) 0.81

Collaboration between the medical informatics community and guideline authors: fostering HIT standard development that matters. AMIA Annu Symp Proc (2006) 0.80

Comparison of electronic pharmacy prescription records with manually collected medication histories in an emergency department. Ann Emerg Med (2013) 0.80

Computer automated detection of head orientation for prevention of wrong-side treatment errors. AMIA Annu Symp Proc (2006) 0.80

Building an automated SOAP classifier for emergency department reports. J Biomed Inform (2011) 0.79

Undertreatment of osteoporosis in women, based on detection of vertebral compression fractures on chest radiography. Am J Geriatr Pharmacother (2004) 0.78

A pilot study of usefulness of clinician-patient videoconferencing for making routine medical decisions in the nursing home. J Am Geriatr Soc (2005) 0.78

Developing a manually annotated clinical document corpus to identify phenotypic information for inflammatory bowel disease. Summit on Translat Bioinforma (2009) 0.78

Conducting a study of Internet-based video conferencing for assessing acute medical problems in a nursing facility. Proc AMIA Symp (2002) 0.78

Computerized reminders to improve isolation rates of patients with drug-resistant infections: design and preliminary results. AMIA Annu Symp Proc (2005) 0.78

Analysis of False Positive Errors of an Acute Respiratory Infection Text Classifier due to Contextual Features. AMIA Jt Summits Transl Sci Proc (2010) 0.77

Risk of adverse gastrointestinal events from inhaled corticosteroids. Pharmacotherapy (2008) 0.77

Clinicians' and patients' experiences and satisfaction with unscheduled, nighttime, Internet-based video conferencing for assessing acute medical problems in a nursing facility. AMIA Annu Symp Proc (2003) 0.77

Extensible Stylesheet Language Formatting Objects (XSL-FO): a tool to transform patient data into attractive clinical reports. AMIA Annu Symp Proc (2006) 0.75

The effect of electronic health records on test ordering. Health Aff (Millwood) (2012) 0.75

Carrell et al. respond to "Observational research and the EHR". Am J Epidemiol (2014) 0.75

Integrative specimen information service - a campus-wide resource for tissue banking, experimental data annotation, and analysis services. AMIA Annu Symp Proc (2006) 0.75