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Signal Detection of Adverse Events Following Pneumococcal Vaccines from the Korea Adverse Event Reporting System Database, 2005–2016

Kim KS, Oh IS, Kim HJ, Song I, Park MS, Shin JY

PURPOSE: We aimed to analyze the surveillance reports of adverse events (AEs) due to different types of pneumococcal vaccines, in addition to detecting and validating signals of pneumococcal vaccines by...
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Classification of Common Relationships Based on Short Tandem Repeat Profiles Using Data Mining

Jeong SJ, Lee HJ, Lee SD, Lee SH, Park SJ, Kim JS, Lee JW

We reviewed past studies on the identification of familial relationships using 22 short tandem repeat markers. As a result, we can obtain a high discrimination power and a relatively accurate...
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Evaluation of Food Labeling Policy in Korea: Analyzing the Community Health Survey 2014–2017

Jo HS, Jung SM

BACKGROUND: As Koreans adopt more Westernized diets, consumer demands for processed food products are growing. The Korean government implemented a food labeling system to help people reasonably choose processed foods....
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OryzaGP: rice gene and protein dataset for named-entity recognition

Larmande P, Do H, Wang Y

Text mining has become an important research method in biology, with its original purpose to extract biological entities, such as genes, proteins and phenotypic traits, to extend knowledge from scientific...
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Introduction to BLAH5 special issue: recent progress on interoperability of biomedical text mining

Kim JD, Cohen KB, Collier N, Lu Z, Rinaldi F

No abstract available.
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A review of computational drug repurposing

Park K

Although sciences and technology have progressed rapidly, de novo drug development has been a costly and time-consuming process over the past decades. In view of these circumstances, ‘drug repurposing’ (or...
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Analysis of Women's Health Online News Articles Using Topic Modeling

Cho KW, Kim SY, Woo YW

OBJECTIVES: This research aimed to understand the popularity of topics in the field of women's health through analysis of online news articles which were chronologically classified and examined to determine...
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Research Trends of Articles Published in the Journal of Korean Clinical Nursing Research from 2000 to 2017: Text Network Analysis of Keywords

Kim YH, Moon SM, Kwon IG, Kim KS, Jeong GH, Shin ES, Oh HS, Kim SH

PURPOSE: The aim of this study was to identify the research trends of articles published in the Journal of Korean Clinical Nursing Research from 2000 to 2017 by a text...
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Health Information Technology Trends in Social Media: Using Twitter Data

Lee J, Kim J, Hong YJ, Piao M, Byun A, Song H, Lee HS

OBJECTIVES: This study analyzed the health technology trends and sentiments of users using Twitter data in an attempt to examine the public's opinions and identify their needs. METHODS: Twitter data related...
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Analyzing and Visualizing Knowledge Structures of Health Informatics from 1974 to 2018: A Bibliometric and Social Network Analysis

Saheb T, Saheb M

OBJECTIVES: This paper aims to provide a theoretical clarification of the health informatics field by conducting a quantitative review analysis of the health informatics literature. And this paper aims to...
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Using Text Network Analysis for Analyzing Academic Papers in Nursing

Park CS

PURPOSE: This study examined the suitability of using text network analysis (TNA) methodology for topic analysis of academic papers related to nursing. METHODS: TNA background theories, software programs, and research processes...
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Keywords analysis of the Journal of the Korean Society of Emergency Medicine using text mining

Hwang KC, Cho GC, Sohn Y, Cho Y, Lee J, Lee HJ, Cha HM, Chang HW

OBJECTIVE: Data mining extracts meaningful information from large datasets. In this study, text mining techniques were used to extract keywords from the Journal of the Korean Society of Emergency Medicine,...
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Signal Detection for Cardiovascular Adverse Events of DPP-4 Inhibitors Using the Korea Adverse Event Reporting System Database, 2008–2016

Yi H, Lee JH, Shin JY

PURPOSE: Cardiovascular adverse events (AEs) after use of dipeptidyl peptidase-4 (DPP4) inhibitors have been reported and suspected since the launch of DPP-4 inhibitors in 2006. However, few studies have investigated...
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Data Mining in Spine Surgery: Leveraging Electronic Health Records for Machine Learning and Clinical Research

Staartjes , Stienen MN

No abstract available.
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The extension of the largest generalized-eigenvalue based distance metric D(ij)(γ₁) in arbitrary feature spaces to classify composite data points

Daoud M

Analyzing patterns in data points embedded in linear and non-linear feature spaces is considered as one of the common research problems among different research areas, for example: data mining, machine...
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A Study on Research Trend for Nurses' Workplace Bullying in Korea: Focusing on Semantic Network Analysis and Topic Modeling

Choi JS, Kim Y

PURPOSE: The aim of this study was to identify core keywords and topic groups of workplace bullying researches in the past 10 years for better understanding research trend. METHODS: The study...
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A Text Mining Analysis of HPV Vaccination Research Trends

Son Y, Kang HS

PURPOSE: The purpose of this study was to identify human papillomavirus (HPV) vaccination research trends by visualizing a keyword network. METHODS: Articles about HPV vaccination were retrieved from the PubMed and...
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Development and Evaluation of Electronic Health Record Data-Driven Predictive Models for Pressure Ulcers

Park SK, Park HA, Hwang H

PURPOSE: The purpose of this study was to develop predictive models for pressure ulcer incidence using electronic health record (EHR) data and to compare their predictive validity performance indicators with...
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GNI Corpus Version 1.0: Annotated Full-Text Corpus of Genomics & Informatics to Support Biomedical Information Extraction

Oh SY, Kim JH, Kim SJ, Nam HJ, Park HS

Genomics & Informatics (NLM title abbreviation: Genomics Inform) is the official journal of the Korea Genome Organization. Text corpus for this journal annotated with various levels of linguistic information would...
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Specification of Subject Sex in Oncology-Related Animal Studies

Lee S, Kim WJ, Jeon Y, Lim CH, Sun K

BACKGROUND: Growing evidence for clinically significant differences between the sexes has attracted the attention of researchers. However, failures to report a test animal sex and balance the sex ratios of...
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