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YUHSpace1. College of Medicine (의과대학)Dept. of Biomedical Systems Informatics (의생명시스템정보학교실)

1. Journal Papers

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Issue DateTitleJournal Title
2023Fully automated radiomics-based machine learning models for multiclass classification of single brain tumors: Glioblastoma, lymphoma, and metastasisJOURNAL OF NEURORADIOLOGY
2023Development and Validation of a Joint Attention-Based Deep Learning System for Detection and Symptom Severity Assessment of Autism Spectrum Disorder JAMA NETWORK OPEN
2023Evaluation of rosuvastatin-induced QT prolongation risk using real-world data, in vitro cardiomyocyte studies, and mortality assessment SCIENTIFIC REPORTS
2023Prediction of Serious Intracranial Hypertension from Low-Resolution Neuromonitoring in Traumatic Brain Injury: An Explainable Machine Learning ApproachIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
2023Bleeding risk and mortality according to antithrombotic agents' exposure in cancer-related stroke patients: nationwide population-based cohort study in South Korea BMC NEUROLOGY
2023Copula graphic estimation of the survival function with dependent censoring and its application to analysis of pancreatic cancer clinical trialSTATISTICAL METHODS IN MEDICAL RESEARCH
2023Trends in emergency department visits for suicide attempts before and during the COVID-19 pandemic in Korea: A nationwide study, 2016-2021 JOURNAL OF AFFECTIVE DISORDERS
2021Real-world incidence of endopthalmitis after intravitreal anti-VEGF injections in Korea: findings from the Common Data Model in ophthalmology EPIDEMIOLOGY AND HEALTH
2023Multi-omics analysis reveals distinct non-reversion mechanisms of PARPi resistance in BRCA1- versus BRCA2-deficient mammary tumors CELL REPORTS
2023Multiview child motor development dataset for AI-driven assessment of child development GigaScience
2022Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS CLINICAL EPIDEMIOLOGY
2022T cell epitopes in SARS-CoV-2 proteins are substantially conserved in the Omicron variant CELLULAR & MOLECULAR IMMUNOLOGY
2022Suggestion of cystatin C indication using muscle mass-based parameter for the desirable prediction of glomerular filtration rateCLINICA CHIMICA ACTA
2022Randomized phase II trial of upfront radical surgery with total mesorectal excision followed by adjuvant FOLFOX chemotherapy versus preoperative chemoradiotherapy followed by surgery and adjuvant chemotherapy in locally advanced rectal cancer: KCSG-CO14-10ANNALS OF ONCOLOGY
2022Multi-center validation of machine learning model for preoperative prediction of postoperative mortality NPJ DIGITAL MEDICINE(Nature partner journals digital medicine Digital medicine)
2022Comprehensive clinicopathologic, molecular, and immunologic characterization of colorectal carcinomas with loss of three intestinal markers, CDX2, SATB2, and KRT20VIRCHOWS ARCHIV
2022Comparison of prediction methods for treatment continuation of antipsychotics in children and adolescents with schizophrenia EVIDENCE-BASED MENTAL HEALTH
2022Comparison of Energy and Macronutrients Between a Mobile Application and a Conventional Dietary Assessment Method in KoreaJOURNAL OF THE ACADEMY OF NUTRITION AND DIETETICS
2022Analysis of Dual Combination Therapies Used in Treatment of Hypertension in a Multinational Cohort JAMA NETWORK OPEN
2023Self-Attention LSTM-FCN model for arrhythmia classification and uncertainty assessmentARTIFICIAL INTELLIGENCE IN MEDICINE
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