Publications by authors named "Yeongsic Kim"

Background: The first purpose of this study was to determine whether a measurement of the level of direct oral anticoagulants (DOACs) was possible with heparin-calibrated chromogenic anti-factor Xa activity (AXA). The second purpose of this study was to evaluate whether the antidote treatment decision level (30 or 50 ng/mL of DOAC) can be determined by unfractionated heparin (UHF)/low molecular weight heparin (LMWH)-calibrated AXA.

Methods: AXA was measured by using two reagents and dedicated analyzers (Sysmex CS-5100 analyzer and STA R Max3).

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  • - A study evaluated the effectiveness of bone turnover markers (BTMs) and demographic factors in diagnosing osteoporosis through a sample of 280 participants, including 88 with osteoporosis and 192 controls.
  • - Six machine learning models were tested, with the light gradient boosting machine (LGBM) achieving the best performance, showing an AUROC of 0.706 and an improved F1-score of 0.65 after optimization.
  • - The research indicated that BTMs, along with age and sex, are significant contributors to osteoporosis diagnosis, suggesting that machine learning can leverage this data for better early detection and management of the disease.
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Background: The diagnostic standard for COVID-19 infection is real-time reverse transcription-polymerase chain reaction (rRT-PCR) of nasopharyngeal swab and oropharyngeal swab specimens. Rapid antigen tests are cheaper and easier to use than the rRT-PCR method. Although the COVID-19 pandemic is settling down, seasonal epi¬demic is expected.

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Background: Nontuberculous mycobacterial lung disease (NTM-LD) and Mycobacterium tuberculosis lung disease (MTB-LD) have similar clinical characteristics. Therefore, NTM-LD is sometimes incorrectly diagnosed with MTB-LD and treated incorrectly. To solve these difficulties, we aimed to distinguish the two diseases in chest X-ray images using deep learning technology, which has been used in various fields recently.

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Objectives: Rapid and accurate laboratory tests are essential to support clinical decision-making. Despite the various efforts to control quality in the laboratory, our outpatient chemistry turnaround time (TAT) has deteriorated since 2018. Moreover, these difficulties have accelerated further due to the COVID-19 pandemic.

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  • The study focused on determining the 99th percentile upper reference limits (URLs) for three high-sensitivity cardiac troponin (hs-cTn) assays in a healthy Korean population, indicating myocardial injury.
  • It analyzed cTn values based on gender and age, revealing significant differences in levels for males and females, as well as younger and older participants.
  • The findings showed that Beckman and Abbott assays exhibited bell-shaped distributions, and the 99th percentile URLs for hs-cTn levels varied significantly by both gender (male/female) and age (older/younger).
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Objective: Although real-time reverse transcription-PCR (RT-PCR) is the gold standard for diagnosing coronavirus disease 2019 (COVID-19), simpler and faster antibody detection tests can be complementary for diagnosis of COVID-19. To manage the COVID-19 pandemic, the need for serologic testing has increased. In this report, the newly developed antibody detection assays ACCEL ELISA COVID-19 (ACCEL) and Elecsys anti-SARS-CoV-2 (Elecsys) were evaluated.

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The use of deep learning and machine learning (ML) in medical science is increasing, particularly in the visual, audio, and language data fields. We aimed to build a new optimized ensemble model by blending a DNN (deep neural network) model with two ML models for disease prediction using laboratory test results. 86 attributes (laboratory tests) were selected from datasets based on value counts, clinical importance-related features, and missing values.

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The ASTA MicroIDSys system (ASTA, Suwon, Korea) is a newly developed Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) system for identification of microorganisms. We compared the performance of the ASTA MicroIDSys system with that of the VITEK MS system (bioMérieux, Marcy l'Etoile, France) for identifying clinical microorganisms. A total 2055 isolates including 1910 bacteria and 145 yeasts were tested.

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Colon ischemia (CI) is the most common ischemic disorder of the gastrointestinal tract. Although some markers of CI, such as procalcitonin and alkaline phosphatase, have been reported, few specific serum markers have been identified. We investigated whether serum stromal cell-derived factor-1 (SDF-1) is a specific marker of CI and clarified the relationship between serum SDF-1 level and CI according to a history of combined chronic cardiovascular disease (CVD).

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Background: In Korea, the Korean Laboratory Accreditation Program (KLAP) has set minimum standards for verification of clinical test performance. This verification process is time-consuming and labor-intensive when performed manually. We developed a free, statistical software program for KLAP, using the R language (R Foundation for Statistical Computing, Vienna, Austria).

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Objectives: The objective of this study was to examine the performance of AdvanSure AlloScreen Max with 92 different allergens compared to Polycheck Allergy and ImmunoCAP. The relationship of serum IgE concentration with the number and the highest class/level of positive allergen-specific IgEs was also examined.

Methods: A total of 406 serum samples were included in this study.

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Background: Heart-type fatty acid-binding protein (H-FABP) is a cytoplasmic protein and is released form necrotic cardiac myocytes, as well as ischemic cardiac myocytes. In this study, we compared creatine kinase MB (CK-MB), H-FABP, and cardiac troponin T (cTnT) after coronary artery bypass grafting (CABG), heart valve surgery, or septal defect surgery to evaluate the difference in detecting myocardial injury between three markers.

Methods: A total of 69 patients (CABG, 32; valve surgery, 27; and septal defect surgery, 10) were prospectively enrolled.

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Background: Carcinoembryonic antigen (CEA) is one of the tumor markers available for evaluating disease progression status after initial therapy and monitoring subsequent treatment modalities in colorectal, gastrointestinal, lung, and breast carcinoma. We evaluated the correlations and differences between widely used, automated CEA immunoassays at four different medical laboratories.

Methods: In total, 393 serum samples with CEA ranging from 3.

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Hyperlipidaemia and hypercholesterolaemia are risk factors of atherosclerosis and cardiovascular disease. The reference range of lipids during pregnancy has not yet been clearly set. This study sought to measure lipid parameters and pentraxin (PTX) 3 levels in low-risk pregnant women.

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Background: In this study, we evaluated the analytic performance of two POCT devices and compared the results with a central laboratory method.

Methods: A total of 100 patients were enrolled in this study. LipidPro (Infopia, USA) and LandMark (Infopia, Korea), were used for measuring total cholesterol (TC), triglyceride (TG), and high density lipoprotein cholesterol (HDL-C).

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Background: Biological variation is used in the calculation of reference change values (RCVs) for a delta check. In this study, we examined the correlation between intra-individual biological coefficients of variation (CV) and delta check limits according to population distribution.

Methods: A total of 1,533,359 paired test results of nine routine chemistry tests were used to make the population distributions of delta percent changes.

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Background: We evaluated the coincidence rate between Vitek MS system (bioMérieux, France) and Vitek 2 in identifying uropathogens directly from urine specimens.

Methods: Urine specimens submitted to our microbiology laboratory between July and September 2013 for Gram staining and bacterial culture were analyzed. Bacterial identification was performed by using the conventional method.

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The amount of heart-type fatty acid-binding protein (FABP3) in cardiomyocytes may affect the prognosis of patients with coronary atherosclerosis. In this study, we examined whether single nucleotide polymorphisms (SNPs) of the FABP3 gene were prognostic factors in patients with coronary atherosclerosis. We enrolled 100 patients with myocardial infarction and coronary atherosclerosis and 100 healthy individuals to assess the genotypes of four SNPs of the FABP3 gene (RS2271072, RS16834408, RS2279885, and RS10914367).

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Background: A novel enzymatic HbA1c assay was introduced for use in an automated chemistry analyzer. With this unique method, HbA1c and plasma glucose can be measured from the same EDTA tube. We evaluated the analytical performance of this enzymatic HbA1c assay in a JCA-BM6010/C analyzer and compared the HbA1c values with the results from other widely used methodological instruments.

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Background: Some patients show warfarin resistance needing more than 70 mg of warfarin per week. In this study, we examined if C3435T polymorphism of MDR1 gene could be a factor of warfarin resistance.

Methods: We examined 196 blood specimens from the patients who took warfarin more than 42 mg/week for at least 1 year.

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Background: The diagnosis of Kawasaki disease (KD) is based on clinical data and non-pathognomonic symptoms. As no specific diagnostic test for KD exists, BNP or NT-pro-BNP might be of importance in identifying KD. We compared serum hs-CRP and NT-pro-BNP level in the acute phase of 59 KD patients and evaluated the diagnostic performance of these laboratory markers in KD to estimate the cut-off level for differentiating KD from other febrile illnesses as age-matched controls.

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Background: Total IgE levels in allergic patients tend to be higher than those in healthy individuals. We evaluated the usefulness of total IgE levels in predicting positive results of allergen specific IgEs in multiple allergen simultaneous tests.

Methods: A total of 133 patients with allergic symptoms were evaluated.

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