AIMC Journal:
Studies in health technology and informatics

Showing 1221 to 1230 of 1278 articles

Assessing the Need of Discourse-Level Analysis in Identifying Evidence of Drug-Disease Relations in Scientific Literature.

Studies in health technology and informatics Jan 1, 2015
Relation extraction typically involves the extraction of relations between two or more entities occurring within a single or multiple sentences. In this study, we investigated the significance of extracting information from multiple sentences specifi...
Semantics Periodicals as Topic MEDLINE Drug-Related Side Effects and Adverse Reactions Science Data Mining Needs Assessment Humans Machine Learning Natural Language Processing
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Recruit--An Ontology Based Information Retrieval System for Clinical Trials Recruitment.

Studies in health technology and informatics Jan 1, 2015
Clinical trials are studies designed to assess whether a new intervention is better than the current alternatives. However, most of them fail to recruit participants on schedule. It is hard to use Electronic Health Record (EHR) data to find eligible ...
Data Mining Electronic Health Records Neoplasms Brazil Biological Ontologies Eligibility Determination Natural Language Processing Clinical Trials as Topic Patient Selection
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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...
Terminology as Topic Semantics MEDLINE Medical Subject Headings United States Natural Language Processing Information Storage and Retrieval Artificial Intelligence Public Health
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Health Informatics: Developing a Masters Programme in Rwanda based on the IMIA Educational Recommendations and the IMIA Knowledge Base.

Studies in health technology and informatics Jan 1, 2015
Since 2011, the Regional e-Health Center of Excellence in Rwanda (REHCE) has run an MSc in Health Informatics programme (MSc HI). A programme review was commissioned in February 2014 after 2 cohorts of students completed the post-graduate certificate...
Knowledge Bases Rwanda Curriculum Internationality Educational Measurement Medical Informatics Education, Graduate
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Improving Hospital-Wide Early Resource Allocation through Machine Learning.

Studies in health technology and informatics Jan 1, 2015
The objective of this paper is to evaluate the extent to which early determination of diagnosis-related groups (DRGs) can be used for better allocation of scarce hospital resources. When elective patients seek admission, the true DRG, currently deter...
Machine Learning Health Care Rationing Hospital Information Systems Hospital Administration Needs Assessment Diagnosis-Related Groups Natural Language Processing Data Mining Quality Improvement
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A Decision Fusion Framework for Treatment Recommendation Systems.

Studies in health technology and informatics Jan 1, 2015
Treatment recommendation is a nontrivial task--it requires not only domain knowledge from evidence-based medicine, but also data insights from descriptive, predictive and prescriptive analysis. A single treatment recommendation system is usually trai...
Therapy, Computer-Assisted Models, Organizational Knowledge Management Natural Language Processing Machine Learning Data Mining Decision Support Techniques Expert Systems Electronic Health Records Decision Support Systems, Clinical
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An Ontology-Based Clinical Decision Support System for the Management of Patients with Multiple Chronic Disorders.

Studies in health technology and informatics Jan 1, 2015
Decision support systems, as means of disseminating clinical practice guidelines, are powerful software that may lead to an improvement of medical practices. However, they are not always efficient and may suffer from limitations among which are lack ...
Biological Ontologies France Terminology as Topic Humans Electronic Health Records Decision Support Systems, Clinical Chronic Disease Knowledge Bases Practice Guidelines as Topic
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On Building an Ontological Knowledge Base for Managing Patient Safety Events.

Studies in health technology and informatics Jan 1, 2015
Over the past decade, improving healthcare quality and safety through patient safety event reporting systems has drawn much attention. Unfortunately, such systems are suffering from low data quality, inefficient data entry and ineffective information...
Patient Safety Electronic Health Records Risk Management Terminology as Topic Texas Medical Errors Knowledge Bases Internationality Biological Ontologies
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Using EHRs and Machine Learning for Heart Failure Survival Analysis.

Studies in health technology and informatics Jan 1, 2015
"Heart failure (HF) is a frequent health problem with high morbidity and mortality, increasing prevalence and escalating healthcare costs" [1]. By calculating a HF survival risk score based on patient-specific characteristics from Electronic Health R...
Male Death, Sudden, Cardiac Prevalence Natural Language Processing Female Survival Analysis Humans Population Surveillance Heart Failure Risk Factors Pattern Recognition, Automated Machine Learning Aged Data Mining Electronic Health Records Minnesota
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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...
Machine Learning Electronic Health Records Pattern Recognition, Automated Vocabulary, Controlled Models, Organizational United States Natural Language Processing Data Mining
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