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Author Details

Kyu-Baek Hwang
Soongsil University
2004
22
11
PMIDPaper TitleJournal TitlePublished Year
37380723Gene-specific machine learning for pathogenicity prediction of rare BRCA1 and BRCA2 missense variants.Sci Rep2023
35901023An empirical evaluation of sampling methods for the classification of imbalanced data.PLoS One2022
35740428Predicting High Blood Pressure Using DNA Methylome-Based Machine Learning Models.Biomedicines2022
35354356TIDD: tool-independent and data-dependent machine learning for peptide identification.BMC Bioinformatics2022
30645970Proteogenomic Characterization of Human Early-Onset Gastric Cancer.Cancer Cell2019
30824715Comparative analysis of whole-genome sequencing pipelines to minimize false negative findings.Sci Rep2019
28452485Systematic Comparison of False-Discovery-Rate-Controlling Strategies for Proteogenomic Search Using Spike-in Experiments.J Proteome Res2017
28155652Evaluating the effect of database inflation in proteogenomic search on sensitive and reliable peptide identification.BMC Genomics2016
26148225I148M variant in PNPLA3 reduces central adiposity and metabolic disease risks while increasing nonalcoholic fatty liver disease.Liver Int2015
26357316An Efficient Search Algorithm for Finding Genomic-Range Overlaps Based on the Maximum Range Length.IEEE/ACM Trans Comput Biol Bioinform2015
24478219Prioritizing disease-linked variants, genes, and pathways with an interactive whole-genome analysis pipeline.Hum Mutat2014
24829188Reducing false-positive incidental findings with ensemble genotyping and logistic regression based variant filtering methods.Hum Mutat2014
24918111Estimating influence of cofragmentation on peptide quantification and identification in iTRAQ experiments by simulating multiplexed spectra.J Proteome Res2014
23351383Partial AUC maximization for essential gene prediction using genetic algorithms.BMB Rep2013
22730434gSearch: a fast and flexible general search tool for whole-genome sequencing.Bioinformatics2012
23282007CFMDS: CUDA-based fast multidimensional scaling for genome-scale data.BMC Bioinformatics2012
21738571Systemic analysis of heat shock response induced by heat shock and a proteasome inhibitor MG132.PLoS One2011
17350973Discovery of microRNA-mRNA modules via population-based probabilistic learning.Bioinformatics2007
15751112Bayesian network learning with feature abstraction for gene-drug dependency analysis.J Bioinform Comput Biol2005
16366254Bayesian model averaging of Bayesian network classifiers over multiple node-orders: application to sparse datasets.IEEE Trans Syst Man Cybern B Cybern2005
15684227CrossChip: a system supporting comparative analysis of different generations of Affymetrix arrays.Bioinformatics2005
15504239Combining gene expression data from different generations of oligonucleotide arrays.BMC Bioinformatics2004
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Collaborators

Boston Children's Hospital, Seoul National University, Seoul National University Hospital
Co-authored papers 8
Hanyang University
Co-authored papers 6
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Seoul National University
Co-authored papers 4
Children's Hospital Boston
Co-authored papers 4
Harvard Medical School
Co-authored papers 3
Co-authored papers 3
Hanyang University Hospital
Co-authored papers 3
Seoul National University Hospital
Co-authored papers 3
Soongsil University
Co-authored papers 3
Harvard Medical School and Harvard Pilgrim Health Care Institute
Co-authored papers 2
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HudsonAlpha Institute for Biotechnology
Co-authored papers 2
University of British Columbia
Co-authored papers 2
Harvard Medical School
Co-authored papers 2
Brigham and Women's Hospital, Broad Institute Ariadne Labs and Harvard Medical School
Co-authored papers 2
Massachusetts General Hospital
Co-authored papers 2
Seoul National University Hospital
Co-authored papers 1
Genomic Medicine Institute, Medical Research Center, Seoul National University
Co-authored papers 1
Invitae Corporation
Co-authored papers 1
College of Medicine, Seoul National University
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Kangwon National University
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Healthcare System Gangnam Center of Seoul National University Hospital
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Boston Children's Hospital
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Seoul National University Hospital
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University of London.
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Nanoori Gangnam Hospital
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Centro de Investigacion Biomedica en Red en Epidemiologia y Salud Publica (CIBERESP)
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Office of Cancer Clinical Proteomics Research, National Cancer Institute
Co-authored papers 1
Soongsil University
Co-authored papers 1