Abstract:
BACKGROUND:A structured report for imaging exams aims at increasing the precision in information retrieval and communication between physicians. However, it is more concise than free text and may limit specialists' descriptions of important findings not covered by pre-defined structures. A computational ontological structure derived from free texts designed by specialists may be a solution for this problem. Therefore, the goal of our study was to develop a methodology for structuring information in radiology reports covering specifications required for the Brazilian Portuguese language, including the terminology to be used. METHODS:We gathered 1,701 radiological reports of magnetic resonance imaging (MRI) studies of the lumbosacral spine from three different institutions. Techniques of text mining and ontological conceptualization of lexical units extracted were used to structure information. Ten radiologists, specialists in lumbosacral MRI, evaluated the textual superstructure and terminology extracted using an electronic questionnaire. RESULTS:The established methodology consists of six steps: 1) collection of radiology reports of a specific MRI examination; 2) textual decomposition; 3) normalization of lexical units; 4) identification of textual superstructures; 5) conceptualization of candidate-terms; and 6) evaluation of superstructures and extracted terminology by experts using an electronic questionnaire. Three different textual superstructures were identified, with terminological variations in the names of their textual categories. The number of candidate-terms conceptualized was 4,183, yielding 727 concepts. There were a total of 13,963 relationships between candidate-terms and concepts and 789 relationships among concepts. CONCLUSIONS:The proposed methodology allowed structuring information in a more intuitive and practical way. Indications of three textual superstructures, extraction of lexicon units and the normalization and ontologically conceptualization were achieved while maintaining references to their respective categories and free text radiology reports.
journal_name
Appl Clin Informjournal_title
Applied clinical informaticsauthors
Barbosa F,Traina AJ,Muglia VFdoi
10.4338/ACI-2016-03-RA-0037subject
Has Abstractpub_date
2016-08-24 00:00:00pages
803-16issue
3issn
1869-0327pii
2016-03-RA-0037journal_volume
7pub_type
杂志文章abstract:BACKGROUND:Unique characteristics of nursing homes (NHs) contribute to high rates of inappropriate antibiotic use for asymptomatic bacteriuria (ASB), a benign condition. A mobile clinical decision support system (CDSS) may support NH staff in differentiating urinary tract infections (UTI) from ASB and reducing antibiot...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2016-12-RA-0209
更新日期:2017-06-20 00:00:00
abstract:OBJECTIVE:To evaluate informatics-enabled quality improvement (QI) strategies for promoting time spent on face-to-face communication between ophthalmologists and patients. METHODS:This prospective study involved deploying QI strategies during implementation of an enterprise-wide vendor electronic health record (EHR) i...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1701255
更新日期:2020-01-01 00:00:00
abstract:BACKGROUND:High-quality clinical data and biological specimens are key for medical research and personalized medicine. The Biobanking and Biomolecular Resources Research Infrastructure-European Research Infrastructure Consortium (BBMRI-ERIC) aims to facilitate access to such biological resources. The accompanying ADOPT...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0039-1695793
更新日期:2019-08-01 00:00:00
abstract:OBJECTIVE:Efforts to promote adoption of electronic health records (EHRs) have focused on primary care physicians, who are now expected to exchange data electronically with other providers, including specialists. However, the variation of EHR adoption among specialists is underexplored. METHODS:We conducted a retrospe...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2013-02-RA-0015
更新日期:2013-05-22 00:00:00
abstract:OBJECTIVES:This study evaluates the accuracy and portability of a natural language processing (NLP) tool for extracting clinical findings of influenza from clinical notes across two large healthcare systems. Effectiveness is evaluated on how well NLP supports downstream influenza case-detection for disease surveillance...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2016-12-RA-0211
更新日期:2017-05-31 00:00:00
abstract:BACKGROUND:Homecare is an important and effective way of managing chronic illnesses using skilled nursing care in the home. Unlike hospitals and ambulatory settings, clinicians visit patients at home at different times, independent of each other. Twenty-nine percent of 10,000 homecare agencies in the United States have...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2013-12-RA-0106
更新日期:2014-04-30 00:00:00
abstract:BACKGROUND:In 2015, the German Federal Ministry of Education and Research initiated a large data integration and data sharing research initiative to improve the reuse of data from patient care and translational research. The Observational Medical Outcomes Partnership (OMOP) common data model and the Observational Healt...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0037-1617452
更新日期:2018-01-01 00:00:00
abstract:BACKGROUND:Medical students may observe and subsequently perpetuate redundancy in clinical documentation, but the degree of redundancy in student notes and whether there is an association with scholastic performance are unknown. OBJECTIVES:This study sought to quantify redundancy, defined generally as the proportion o...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0039-1692402
更新日期:2019-05-01 00:00:00
abstract:BACKGROUND:Preventable adverse events continue to be a threat to hospitalized patients. Clinical decision support in the form of dashboards may improve compliance with evidence-based safety practices. However, limited research describes providers' experiences with dashboards integrated into vendor electronic health rec...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0039-3402756
更新日期:2020-01-01 00:00:00
abstract:OBJECTIVE:More than 70% of hospitals in the United States have electronic health records (EHRs). Clinical decision support (CDS) presents clinicians with electronic alerts during the course of patient care; however, alert fatigue can influence a provider's response to any EHR alert. The primary goal was to evaluate the...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2016-10-RA-0168
更新日期:2017-05-10 00:00:00
abstract:OBJECTIVE:With the increasing prevalence of type 2 diabetes (T2D) in youth, primary care providers must identify patients at high risk and implement evidence-based screening promptly. Clinical decision support systems (CDSSs) provide clinicians with personalized reminders according to best evidence. One example is the ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1710024
更新日期:2020-03-01 00:00:00
abstract:BACKGROUND:Early detection and efficient management of sepsis are important for improving health care quality, effectiveness, and costs. Due to its high cost and prevalence, sepsis is a major focus area across institutions and many studies have emerged over the past years with different models or novel machine learning...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1710525
更新日期:2020-05-01 00:00:00
abstract:BACKGROUND:Holistic, ubiquitous support of patient-centered health care (eHealth) at all health care institutions and in patients' homes through information processing is increasingly supplementing institution-centered care. While eHealth indicators may measure the transition from institution-centered (e.g., hospital-c...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0038-1669458
更新日期:2018-07-01 00:00:00
abstract:BACKGROUND:Code status (CS) of a patient (part of their end-of-life wishes) can be critical information in healthcare delivery, which can change over time, especially at transitions of care. Although electronic health record (EHR) tools exist for medication reconciliation across transitions of care, much less attention...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2016-08-RA-0133
更新日期:2017-03-08 00:00:00
abstract:BACKGROUND:Preoperative assessments are a required and essential element of anesthetic care, yet little is known about the utilization of these documents by clinicians who are not part of the anesthesia care team. As part of perioperative workflow restructuring, we implemented a data visualization technique of electron...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2015-02-CR-0022
更新日期:2015-10-21 00:00:00
abstract:BACKGROUND: Electronic health records (EHRs) are used in long-term care to document the patients' condition, medication, and care, thereby supporting communication among caregivers and counteracting adverse drug events. However, the use of EHRs in long-term care has lagged behind EHR use in hospitals. In addition, most...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1721013
更新日期:2021-01-01 00:00:00
abstract:OBJECTIVE:1. To conduct a review of the role of informatics in pediatric disaster preparedness using all medical databases. 2. To provide recommendations to improve pediatric disaster preparedness by the application of informatics. METHODS:A literature search was conducted using MEDLINE, CINHL and the Cochrane Library...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2009-12-R-0019
更新日期:2010-08-04 00:00:00
abstract:OBJECTIVE:To evaluate the health information technology (HIT) workforce knowledge and skills needed by HIT employers. METHODS:Statewide face-to-face and online focus groups of identified HIT employer groups in Austin, Brownsville, College Station, Dallas, El Paso, Houston, Lubbock, San Antonio, and webinars for rural ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2012-09-RA-0035
更新日期:2012-12-05 00:00:00
abstract:BACKGROUND:Effective communication is essential to safe and efficient patient care. Additionally, many health information technology (HIT) developments, innovations, and standards aim to implement processes to improve data quality and integrity of electronic health records (EHR) for the purpose of clinical information ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2011-02-RA-0011
更新日期:2011-06-08 00:00:00
abstract::Patient-generated health data are coming into broader use across the health care spectrum and hold great promise as a means to improve care and health outcomes. At the same time, rapid evolution in the social media and mobile health (mHealth) market has promoted an environment in which creation and transmission of per...
journal_title:Applied clinical informatics
pub_type: 杂志文章,评审
doi:10.4338/ACI-2014-09-R-0082
更新日期:2015-01-14 00:00:00
abstract:OBJECTIVE:To understand clinician adoption of CDS tools as this may provide important insights for the implementation and dissemination of future CDS tools. MATERIALS AND METHODS:Clinicians (n=168) at a large academic center were randomized into intervention and control arms to assess the impact of strep and pneumonia...
journal_title:Applied clinical informatics
pub_type: 杂志文章,随机对照试验
doi:10.4338/ACI-2014-04-RA-0043
更新日期:2014-09-17 00:00:00
abstract:OBJECTIVE:Based on US. Centers for Disease Control and Prevention recommendations, New York State enacted legislation in 2010 requiring healthcare providers to offer non-targeted human immunodeficiency virus (HIV) testing to all patients aged 13-64. Three New York City adult emergency departments implemented an electro...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2013-09-RA-0075
更新日期:2014-03-26 00:00:00
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journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1721056
更新日期:2020-10-01 00:00:00
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journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1715895
更新日期:2020-08-01 00:00:00
abstract:BACKGROUND:Care-management tools are typically utilized for chronic disease management. Sonoma County government agencies employed advanced health information technologies, artificial intelligence (AI), and interagency process improvements to help transform health and health care for socially disadvantaged groups and o...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1715894
更新日期:2020-08-01 00:00:00
abstract::Objective Patient instructions are generally written by clinicians. However, clinician-centered language is challenging for patients to understand; in the case of pediatric medication instructions, consequences can be serious. Using examples of clinician-written medication instructions from an electronic health record...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2017-06-RA-0111
更新日期:2017-10-01 00:00:00
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journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2015-01-RA-0014
更新日期:2015-07-08 00:00:00
abstract:OBJECTIVE:The Instrument for Evaluating Human-Factor Principles in Medication-Related Decision Support Alerts (I-MeDeSA) was developed recently in the US with a view towards improving considerations of human-factor principles when designing alerts for clinical decision support (CDS) systems. This study evaluated the ge...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2014-01-RA-0005
更新日期:2014-06-18 00:00:00
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journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1713635
更新日期:2020-05-01 00:00:00
abstract:BACKGROUND:Sepsis is a serious medical condition that can lead to organ dysfunction and death. Research shows that each hour delay in antibiotic administration increases mortality. The Surviving Sepsis Campaign Bundles created standards to assist in the timely treatment of patients with suspected sepsis to improve outc...
journal_title:Applied clinical informatics
pub_type: 杂志文章,多中心研究
doi:10.1055/s-0038-1676040
更新日期:2018-10-01 00:00:00