AI Medical Compendium Topic:
Decision Support Systems, Clinical

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A recommender system for medical imaging diagnostic.

Studies in health technology and informatics Jan 1, 2015
The large volume of data captured daily in healthcare institutions is opening new and great perspectives about the best ways to use it towards improving clinical practice. In this paper we present a context-based recommender system to support medical...
Search Engine Radiology Information Systems Data Mining Natural Language Processing Image Interpretation, Computer-Assisted Decision Support Systems, Clinical Diagnostic Imaging Expert Systems
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Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics.

Studies in health technology and informatics Jan 1, 2015
Electronic Health Records (EHRs) contain a wealth of information about an individual patient's diagnosis, treatment and health outcomes. This information can be leveraged effectively to identify patients who are similar to each for disease diagnosis ...
Data Mining Therapy, Computer-Assisted Pattern Recognition, Automated Decision Support Systems, Clinical Heart Failure Diagnosis, Computer-Assisted Electronic Health Records Humans Machine Learning Clinical Decision-Making
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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...
Terminology as Topic Natural Language Processing United States Biological Ontologies Electronic Health Records Biomarkers Information Storage and Retrieval Decision Support Systems, Clinical
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A methodology for mining clinical data: experiences from TRANSFoRm project.

Studies in health technology and informatics Jan 1, 2015
Data mining of electronic health records (eHRs) allows us to identify patterns of patient data that characterize diseases and their progress and learn best practices for treatment and diagnosis. Clinical Prediction Rules (CPRs) are a form of clinical...
Data Mining Electronic Health Records Natural Language Processing Decision Support Systems, Clinical Machine Learning Algorithms
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Synthesizing analytic evidence to refine care pathways.

Studies in health technology and informatics Jan 1, 2015
Care pathways play significant roles in delivering evidence-based and coordinated care to patients with specific conditions. In order to put care pathways into practice, clinical institutions always need to adapt them based on local care settings so ...
Machine Learning Electronic Health Records Data Mining Evidence-Based Medicine Decision Support Systems, Clinical Critical Pathways
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Prediction of Heart Attack Risk Using GA-ANFIS Expert System Prototype.

Studies in health technology and informatics Jan 1, 2015
The aim of this research is to develop a novel GA-ANFIS expert system prototype for classifying heart disease degree of a patient by using heart diseases attributes (features) and diagnoses taken in the real conditions. Thirteen attributes have been ...
Diagnosis, Computer-Assisted Decision Support Systems, Clinical Sensitivity and Specificity Technology Assessment, Biomedical Software Humans Myocardial Infarction Expert Systems Reproducibility of Results Machine Learning Algorithms Fuzzy Logic
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