AIMC Topic: Needs Assessment

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Real-time Data Fusion Platforms: The Need of Multi-dimensional Data-driven Research in Biomedical Informatics.

Studies in health technology and informatics Jan 1, 2015
Systems designed to expedite data preprocessing tasks such as data discovery, interpretation, and integration that are required before data analysis drastically impact the pace of biomedical informatics research. Current commercial interactive and re...
Research Design Databases, Factual Computer Systems Computational Biology Knowledge Bases Information Storage and Retrieval Needs Assessment Database Management Systems
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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...
Humans Machine Learning Electronic Health Records Colonoscopy Decision Support Systems, Clinical United States Mass Screening Natural Language Processing Data Mining Hospitals, Veterans National Health Programs Needs Assessment Colonic Diseases Medical Overuse
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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...
Humans Machine Learning Natural Language Processing Periodicals as Topic Drug-Related Side Effects and Adverse Reactions Data Mining Semantics MEDLINE Science Needs Assessment
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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 Natural Language Processing Data Mining Quality Improvement Hospital Information Systems Needs Assessment Diagnosis-Related Groups Health Care Rationing Hospital Administration
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