- Longitudinal profile of routine biomarkers for mortality prediction using unsupervised clustering algorithm in severely burned patients: a retrospective cohort study with prospectively collected data
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Yoon J, Kym D, Hur J, Cho YS, Chun W, Yoon D
- KMID: 2539227
- Ann Surg Treat Res.
- 2023 Feb;104(2):126-135.
- doi: 10.4174/astr.2023.104.2.126
Purpose: Burn injury has high clinical heterogeneity and worse prognosis in severely burned patients. Clustering algorithms using unsupervised methods to identify groups with similar trajectories in heterogeneous disease patients can... -
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- Unsupervised Clustering of Late Preterm Infants in Terms of Developmental Outcome
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Kim H, Song JH, Kim SS
- KMID: 2533888
- Perinatology.
- 2022 Sep;33(3):127-135.
- doi: 10.14734/PN.2022.33.3.127
Objective: This study aimed to derive the subtype of late preterm infants (gestational age, 34 to 36 weeks) according to their developmental outcomes. Methods: We retrospectively investigated the medical records of... -
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- Identification of Healthy and Unhealthy Lifestyles by a Wearable Activity Tracker in Type 2 Diabetes: A Machine Learning-Based Analysis
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Kim KJ, Lee JB, Choi J, Seo JY, Yeom JW, Cho CH, Bae JH, Kim SG, Lee HJ, Kim NH
- KMID: 2531398
- Endocrinol Metab.
- 2022 Jun;37(3):547-551.
- doi: 10.3803/EnM.2022.1479
Lifestyle is a critical aspect of diabetes management. We aimed to define a healthy lifestyle using objectively measured parameters obtained from a wearable activity tracker (Fitbit) in patients with type... -
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- Patterns of Restricted and Repetitive Behaviors in Toddlers and Young Children with Autism Spectrum Disorder
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Song DY, Kim D, Lee HJ, Bong G, Han JH, Yoo HJ
- KMID: 2530901
- J Korean Acad Child Adolesc Psychiatry.
- 2022 Apr;33(2):35-40.
- doi: 10.5765/jkacap.220001
Objectives: Restricted and repetitive behaviors (RRBs) are a core symptom in the diagnosis of autism spectrum disorder (ASD). The complexity of behavioral patterns has called for the creation of phenotypically... -
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- Spatiotemporal analysis of environmental and physiographic factors related to malaria in Bareilly district, India
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Chaudhary S, Soman B
- KMID: 2529728
- Osong Public Health Res Perspect.
- 2022 Apr;13(2):123-132.
- doi: 10.24171/j.phrp.2021.0304
Objectives The aim of this study was to explore the spatiotemporal clustering of reported malaria cases and to study the effects of various environmental and physiographic factors on malaria incidence... -
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- Characterization of facial asymmetry phenotypes in adult patients with skeletal Class III malocclusion using three-dimensional computed tomography and cluster analysis
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Ha SW, Kim SJ, Choi JY, Baek SH
- KMID: 2527453
- Korean J Orthod.
- 2022 Mar;52(2):85-101.
- doi: 10.4041/kjod.2022.52.2.85
Objective: To classify facial asymmetry (FA) phenotypes in adult patients with skeletal Class III (C-III) malocclusion. Methods: A total of 120 C-III patients who underwent orthognathic surgery (OGS) and whose... -
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- Subgrouping of Peripheral Neuropathic Pain Patients According to Sensory Symptom Profile Using the Korean Version of the PainDETECT Questionnaire
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Choi K, Kwon O, Suh BC, Sohn E, Joo IS, Oh J
- KMID: 2524895
- J Korean Med Sci.
- 2022 Jan;37(3):e8.
- doi: 10.3346/jkms.2022.37.e8
Background: A culturally validated Korean version of the PainDETECT Questionnaire (PD-Q) was used to identify neuropathic pain components (NeP) in patients suffering from chronic pain. The purpose of this study... -
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- COVID-19 and changes in Korean consumers' dietary attitudes and behaviors
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Rha JY, Lee B, Nam Y, Yoon J
- KMID: 2523227
- Nutr Res Pract.
- 2021 Dec;15(S1):S94-109.
- doi: 10.4162/nrp.2021.15.S1.S94
BACKGROUND/OBJECTIVES: The coronavirus disease 2019 (COVID-19) outbreak has dramatically changed nearly every aspect of our lives. Although Dietary lifestyle includes attitudes and behaviors to meet their most basic needs, but... -
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- Toxoplasma gondii virulence prediction using hierarchical cluster analysis based on coding sequences (CDS) of sag1, gra7 and rop18
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Subekti DT, Ekawasti F, Desem MI, Azmi Z
- KMID: 2522895
- J Vet Sci.
- 2021 Nov;22(6):e88.
- doi: 10.4142/jvs.2021.22.e88
Toxoplasma gondii consists of three genotypes, namely genotype I, II and III. Based on its virulence, T. gondii can be divided into virulent and avirulent strains. This study intends to... -
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- Development and Verification of an Internet Game Literacy Scale
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Chung US, Kim S, Jin J, Han DH
- KMID: 2519865
- J Korean Med Sci.
- 2021 Sep;36(35):e216.
- doi: 10.3346/jkms.2021.36.e216
Background: Education on internet games for parents and internet game literacy are needed to prevent problematic internet game playing in Korea. We created an 18-item Internet Game Literacy Scale (IGLS).... -
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- A protein interactions map of multiple organ systems associated with COVID-19 disease
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Bharne D
- KMID: 2517575
- Genomics Inform.
- 2021 Jun;19(2):e14.
- doi: 10.5808/gi.20078
Coronavirus disease 2019 (COVID-19) is an on-going pandemic disease infecting millions of people across the globe. Recent reports of reduction in antibody levels and the re-emergence of the disease in... -
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- Quantitative Assessment of Chest CT Patterns in COVID-19 and Bacterial Pneumonia Patients: a Deep Learning Perspective
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Kang M, Hong KS, Chikontwe P, Luna M, Jang JG, Park J, Shin KC, Park SH, Ahn JH
- KMID: 2512468
- J Korean Med Sci.
- 2021 Feb;36(5):e46.
- doi: 10.3346/jkms.2021.36.e46
Background: It is difficult to distinguish subtle differences shown in computed tomography (CT) images of coronavirus disease 2019 (COVID-19) and bacterial pneumonia patients, which often leads to an inaccurate diagnosis.... -
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- Cluster Analysis of Inhalant Allergens in South Korea: A Computational Model of Allergic Sensitization
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Kim DK, Park YS, Cha KJ, Jang D, Ryu S, Kim KR, Kim SH, Yoon HJ, Cho SH
- KMID: 2512887
- Clin Exp Otorhinolaryngol.
- 2021 Feb;14(1):93-99.
- doi: 10.21053/ceo.2019.01921
Objectives. Sensitization to specific inhalant allergens is a major risk factor for the development of atopic diseases, which impose a major socioeconomic burden and significantly diminish quality of life. However,... -
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- A Two-step Clustering Approach for Measuring Socioeconomic Factors Associated with Cardiovascular Health among Older Adults in South Korea
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Lee CY
- KMID: 2510326
- Korean J Adult Nurs.
- 2020 Dec;32(6):551-559.
- doi: 10.7475/kjan.2020.32.6.551
Purpose: This study aimed to identify socioeconomic clusters of older adults and compare cardiovascular health among the identified clusters. Methods: A secondary analysis was performed using the data from 3,303... -
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- Classification of Adolescent Suicide Based on Student Suicide Reports
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Kwon H, Hong HJ, Kweon YS
- KMID: 2507487
- J Korean Acad Child Adolesc Psychiatry.
- 2020 Oct;31(4):169-176.
- doi: 10.5765/jkacap.200030
Exploring the risk factors of adolescent suicide is important for effective suicide prevention. This study explored the clustering of adolescent suicides based on six risk factors: mental disorder, broken family,... -
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- A study on the Utilization and Satisfaction of Commercially available Lunchbox by Dietary Lifestyle
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Kim H, Huh IJ, Lee SY
- KMID: 2506191
- Korean J Community Nutr.
- 2020 Aug;25(4):267-279.
- doi: 10.5720/kjcn.2020.25.4.267
Objective This study investigated the utilization and satisfaction of lunchbox by considering the dietary lifestyle of the consumer, in order to refine the purchasing behavior of adults with experience in... -
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- The Impact of Cluster-Type Risk Factors on Adverse Clinical Prognosis in Patients with Coronary Artery Disease: A Secondary Data Analysis
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Uhm IA, Hwang SY
- KMID: 2500990
- Korean J Adult Nurs.
- 2020 Apr;32(2):156-166.
- doi: 10.7475/kjan.2020.32.2.156
Purpose: Identify the cluster-type risk factors when disease occurs in patients with coronary artery disease (CAD) and examine the impact of the cluster-type on adverse clinical prognosis in CAD patients.... -
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- Molecular Characterization of 170 New gDNA-SSR Markers for Genetic Diversity in Button Mushroom (Agaricus bisporus)
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An H, Jo IH, Oh YL, Jang KY, Kong WS, Sung JK, So YS, Chung JW
- KMID: 2470186
- Mycobiology.
- 2019 Dec;47(4):527-532.
- doi: 10.1080/12298093.2019.1667131
We designed 170 new simple sequence repeat (SSR) markers based on the whole-genome sequence data of button mushroom (Agaricus bisporus), and selected 121 polymorphic markers. A total of 121 polymorphic... -
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- Association between energy intake and skeletal muscle mass according to dietary patterns derived by cluster analysis: data from the 2008 ~ 2010 Korea National Health and Nutrition Examination Survey
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Jang BY, Bu SY
- KMID: 2466672
- J Nutr Health.
- 2019 Dec;52(6):581-592.
- doi: 10.4163/jnh.2019.52.6.581
PURPOSE: This study investigated major dietary patterns among healthy Korean adults using cluster analysis and analyzed the relationship between energy intake and skeletal muscle mass. METHODS: This study was conducted using... -
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- Clinical characteristics of intentional self-harm inpatient with lethal methods
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Cha JH, Ahn ME, Kim DW, Lee SK, Lee CH, Kim SM, Kim JH, Kim HK, Han JH, Park KS
- KMID: 2470561
- J Korean Soc Emerg Med.
- 2019 Oct;30(5):419-427.
- doi: 10.0000/jksem.2019.30.5.419
OBJECTIVE: The aim of this study was to identify the latent class, according to the risk factors, of the patients hospitalized due to intentional self-harm by lethal means. METHODS: The risk... -
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