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Artificial intelligence. DARPA sets out to automate research.
Science (New York, N.Y.)
Jan 30, 2015
The robot will clean up now. Rival technologies sans data compete for a growing market.
Modern healthcare
Jan 12, 2015
Enhancing Patient Safety Event Reporting by K-nearest Neighbor Classifier.
Studies in health technology and informatics
Jan 1, 2015
Data quality was placed as a major reason for the low utility of patient safety event reporting systems. A pressing need in improving data quality has advanced recent research focus in data entry associated with human factors. The debate on structure...
Developing a Standards-Based Information Model for Representing Computable Diagnostic Criteria: A Feasibility Study of the NQF Quality Data Model.
Studies in health technology and informatics
Jan 1, 2015
The lack of a standards-based information model has been recognized as a major barrier for representing computable diagnostic criteria. In this paper we describe our efforts in examining the feasibility of the Quality Data Model (QDM)-developed by th...
Extraction of Vital Signs from Clinical Notes.
Studies in health technology and informatics
Jan 1, 2015
Assessment of vital signs is an essential part of surveillance of critically ill patients to detect condition changes and clinical deterioration. While most modern electronic medical records allow for vitals to be recorded in a structured format, the...
Extracting Dependence Relations from Unstructured Medical Text.
Studies in health technology and informatics
Jan 1, 2015
Dependence relations among disease and risk factors are a key ingredient in risk modeling and decision support models. Currently such information is either provided by experts (costly and time consuming) or extracted from data (if available). The pub...
Classifying the Indication for Colonoscopy Procedures: A Comparison of NLP Approaches in a Diverse National Healthcare System.
Studies in health technology and informatics
Jan 1, 2015
In order to measure the level of utilization of colonoscopy procedures, identifying the primary indication for the procedure is required. Colonoscopies may be utilized not only for screening, but also for diagnostic or therapeutic purposes. To determ...
Indexing Publicly Available Health Data with Medical Subject Headings (MeSH): An Evaluation of Term Coverage.
Studies in health technology and informatics
Jan 1, 2015
As part of the Open Government Initiative, the United States federal government published datasets to increase collaboration, transparency, consumer participation, and research, and are available online at HealthData.gov. Currently, HealthData.gov do...
Fast Model Adaptation for Automated Section Classification in Electronic Medical Records.
Studies in health technology and informatics
Jan 1, 2015
Medical information extraction is the automatic extraction of structured information from electronic medical records, where such information can be used for improving healthcare processes and medical decision making. In this paper, we study one impor...
Biomarkers in the ontology for general medical science.
Studies in health technology and informatics
Jan 1, 2015
A great deal of recent work has been devoted to the topic of biomarkers as aids to diagnosis, prognosis and treatment evaluation. Basing our work on the Ontology for General Medical Science (OGMS) and on the specifications provided by the Institute o...
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