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In This Issue on 05-February-2024

Editor-in-Chief, Journal of Korean Medical Science

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Bridging Machine Learning and Clinical Medicine in Septic Patient Care

Jung J

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Validation of Clinical Risk Model to Predict Future Diabetes

Kim SS, Kim J, Ha J

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Guillain–Barré Syndrome After COVID-19 Infection in Korea: A Case Series

Ryoo N, Son H, Kim JH, Bae DW, An JY

Guillain–Barré syndrome (GBS) is an autoimmune-driven condition characterized by acute polyneuropathy, often emerging as a sequel to prior infections or vaccinations. This study presents the first reported cases of GBS...
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Validation of the Framingham Diabetes Risk Model Using Community-Based KoGES Data

Lee HA, Park H, Hong YS

Background: An 8-year prediction of the Framingham Diabetes Risk Model (FDRM) was proposed, but the predictor has a gap with current clinical standards. Therefore, we evaluated the validity of the...
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Early Prediction of Mortality for Septic Patients Visiting Emergency Room Based on Explainable Machine Learning: A Real-World Multicenter Study

Park SW, Yeo NY, Kang S, Ha T, Kim TH, Lee D, Kim D, Choi S, Kim M, Lee D, Kim D, Kim WJ, Lee SJ, Heo YJ, Moon DH, Han SS, Kim Y, Choi HS, Oh DK, Lee SY, Park M, Lim CM, Heo J, obotKSA(I

Background: Worldwide, sepsis is the leading cause of death in hospitals. If mortality rates in patients with sepsis can be predicted early, medical resources can be allocated efficiently. We constructed...
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Establishment of Safety Monitoring System for Vaccines Not Included in the National Immunization Program in Korea

Nham E, Yoon JG, Choi MJ, Seo YB, Lee J, Choi WS, Hyun H, Seong H, Noh JY, Song JY, Kim WJ, Cheong HJ

Background: In Korea, there are no surveillance programs for vaccines that are not included in the national immunization program (NIP), and vaccine safety monitoring in the adult population is inadequate....
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Identification of Atrial Fibrillation With Single-Lead Mobile ECG During Normal Sinus Rhythm Using Deep Learning

Kim J, Lee SJ, Ko B, Lee M, Lee YS, Lee KH

Background: The acquisition of single-lead electrocardiogram (ECG) from mobile devices offers a more practical approach to arrhythmia detection. Using artificial intelligence for atrial fibrillation (AF) identification enhances screening efficiency. However,...
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Realistic Estimation of COVID-19 Infection by Seroprevalence Surveillance of SARS-CoV-2 Antibodies: An Experience From Korea Metropolitan Area From January to May 2022

Jeong IH, Kim JH, Kwon MJ, Kim J, Huh HJ, Kim B, Lee J, Nam Jh, Kang ES

Background: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has spread globally, leading to the coronavirus disease 2019 (COVID-19) pandemic. Because a significant proportion of the COVID-19 confirmed cases were concentrated...
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The Risk of Hypertension and Diabetes Mellitus According to Offspring’s Birthweight in Women With Normal Body Mass Index: A Nationwide Population-Based Study

Jung YM, Wi W, Cho KD, Hong SJ, Kim HY, Ahn KH, Hong SC, Kim HJ, Oh MJ, Cho GJ

Background: Maladaptation to vascular, metabolic, and physiological changes during pregnancy can lead to fetal growth disorders. Moreover, adverse outcomes during pregnancy can further increase the risk of cardiovascular and metabolic...
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Consensus Statements on the Definition, Classification, and Diagnostic Tests for Tinnitus: A Delphi Study Conducted by the Korean Tinnitus Study Group

Choo OS, Kim H, Lee SJ, Kim SY, Lee KY, Lee HY, Moon IS, Seo JH, Rah YC, Song JJ, Nam EC, Park SN, Song JJ, Shim HJ

Background: Tinnitus is a bothersome condition associated with various symptoms. However, the mechanisms of tinnitus are still uncertain, and a standardized assessment of the diagnostic criteria for tinnitus is required....
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