Article

A Survey of Data Processing of EMR (Electronic Medical Record) Based on Data Mining

2017-08-15

Abstract excerpt

At present, medical institutes generally use EMR to record patient's condition, including diagnostic information, procedures performed and treatment results. EMR has been recognized as a valuable resource for large scale analysis. However, EMR has the characteristics of diversity, incompleteness, redundancy and privacy, which make it difficult to carry out data mining and analysis directly. Therefore, it is necess...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: d0cb3722-a0f4-59e4-b788-e12691bc1996
DOI: 10.20944/preprints201708.0055.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Survey of Data Processing of EMR (Electronic Medical Record) Based on Data MiningDOI 10.20944/preprints201708.0055.v1Read

Keyword Extraction and Structuralization of Medical ReportsSemantic proximity Read

A post-processing algorithm for building longitudinal medication dose data from extracted medication information using natural language processing from electronic health recordsSemantic proximity Read

Detecting adverse events in clinical care using natural language processingSemantic proximity Read

Development and Application of Natural Language Processing on Unstructured Data in Hypertension: A Scoping ReviewSemantic proximity Read

A query interface for clinical research with Chinese electronic health record using Natural Language ProcessingSemantic proximity Read

Improving Information Extraction from Pathology Reports using Named Entity RecognitionSemantic proximity Read

An Enhanced Dictionary based approach for identify the biomedical entities from PubMed ArticlesSemantic proximity Read

A survey on health care data using Machine learning AlgorithmsSemantic proximity Read

medExtractR: A medication extraction algorithm for electronic health records using the R programming languageSemantic proximity Read

Opportunities and Challenges in Data-Driven Healthcare ResearchSemantic proximity Read

A re-evaluation of biomedical named entity-term relations.Semantic proximity Read

Detecting Diseases in Medical Prescriptions Using Data Mining MethodsSemantic proximity Read