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Author Details
Full Name
Kyu-Baek Hwang
Affiliation
Soongsil University
ORCID
Career Start Year
2004
Papers
22
H Index
11
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
37380723
Gene-specific machine learning for pathogenicity prediction of rare BRCA1 and BRCA2 missense variants.
Sci Rep
2023
35901023
An empirical evaluation of sampling methods for the classification of imbalanced data.
PLoS One
2022
35740428
Predicting High Blood Pressure Using DNA Methylome-Based Machine Learning Models.
Biomedicines
2022
35354356
TIDD: tool-independent and data-dependent machine learning for peptide identification.
BMC Bioinformatics
2022
30645970
Proteogenomic Characterization of Human Early-Onset Gastric Cancer.
Cancer Cell
2019
30824715
Comparative analysis of whole-genome sequencing pipelines to minimize false negative findings.
Sci Rep
2019
28452485
Systematic Comparison of False-Discovery-Rate-Controlling Strategies for Proteogenomic Search Using Spike-in Experiments.
J Proteome Res
2017
28155652
Evaluating the effect of database inflation in proteogenomic search on sensitive and reliable peptide identification.
BMC Genomics
2016
26148225
I148M variant in PNPLA3 reduces central adiposity and metabolic disease risks while increasing nonalcoholic fatty liver disease.
Liver Int
2015
26357316
An Efficient Search Algorithm for Finding Genomic-Range Overlaps Based on the Maximum Range Length.
IEEE/ACM Trans Comput Biol Bioinform
2015
24478219
Prioritizing disease-linked variants, genes, and pathways with an interactive whole-genome analysis pipeline.
Hum Mutat
2014
24829188
Reducing false-positive incidental findings with ensemble genotyping and logistic regression based variant filtering methods.
Hum Mutat
2014
24918111
Estimating influence of cofragmentation on peptide quantification and identification in iTRAQ experiments by simulating multiplexed spectra.
J Proteome Res
2014
23351383
Partial AUC maximization for essential gene prediction using genetic algorithms.
BMB Rep
2013
22730434
gSearch: a fast and flexible general search tool for whole-genome sequencing.
Bioinformatics
2012
23282007
CFMDS: CUDA-based fast multidimensional scaling for genome-scale data.
BMC Bioinformatics
2012
21738571
Systemic analysis of heat shock response induced by heat shock and a proteasome inhibitor MG132.
PLoS One
2011
17350973
Discovery of microRNA-mRNA modules via population-based probabilistic learning.
Bioinformatics
2007
15751112
Bayesian network learning with feature abstraction for gene-drug dependency analysis.
J Bioinform Comput Biol
2005
16366254
Bayesian model averaging of Bayesian network classifiers over multiple node-orders: application to sparse datasets.
IEEE Trans Syst Man Cybern B Cybern
2005
15684227
CrossChip: a system supporting comparative analysis of different generations of Affymetrix arrays.
Bioinformatics
2005
15504239
Combining gene expression data from different generations of oligonucleotide arrays.
BMC Bioinformatics
2004
1 - 22 of 22
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Youping Deng
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Wei Wang
IBM Thomas J Watson Research Center, University of California Los Angeles, University of North Carolina at Chapel Hill
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Zhongming Zhao
Center for Precision Health, The University of Texas Health Science Center at Houston
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Xiaoming Liu
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Hongyu Zhao
Yale University
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Jean-Pierre A Kocher
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1991
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Wing Hung Wong
Stanford University
Career Start Year
1991
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Yudi Pawitan
Karolinska Institute
Career Start Year
1988
Number of shared co-authors
1
Tatsuhiko Tsunoda
The University of Tokyo
Career Start Year
1984
Number of shared co-authors
0
Seiya Imoto
Human Genome Center, The Institute of Medical Science, The University of Tokyo
Career Start Year
1978
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row(s) 1 - 30 of 30
Collaborators
Sek Won Kong
Boston Children's Hospital, Seoul National University, Seoul National University Hospital
Co-authored papers
8
Honglan Li
Hanyang University
Co-authored papers
6
In-Hee Lee
Co-authored papers
4
Byoung-Tak Zhang
Seoul National University
Co-authored papers
4
In-Hee Lee
Children's Hospital Boston
Co-authored papers
4
Isaac S Kohane
Harvard Medical School
Co-authored papers
3
Sang-Won Lee
Co-authored papers
3
Kyungjoon Lee
Hanyang University Hospital
Co-authored papers
3
Jin-Ho Park
Seoul National University Hospital
Co-authored papers
3
Taemin Song
Soongsil University
Co-authored papers
3
Justin Bohn
Harvard Medical School and Harvard Pilgrim Health Care Institute
Co-authored papers
2
Yongjoon Choe
Co-authored papers
2
Matthew B Neu
HudsonAlpha Institute for Biotechnology
Co-authored papers
2
Michael Hsing
University of British Columbia
Co-authored papers
2
Peter J Park
Harvard Medical School
Co-authored papers
2
Robert C Green
Brigham and Women's Hospital, Broad Institute Ariadne Labs and Harvard Medical School
Co-authored papers
2
Steven M Greenberg
Massachusetts General Hospital
Co-authored papers
2
Jae Moon Yun
Seoul National University Hospital
Co-authored papers
1
Jong-Il Kim
Genomic Medicine Institute, Medical Research Center, Seoul National University
Co-authored papers
1
Tina Hambuch
Invitae Corporation
Co-authored papers
1
Belong Cho
College of Medicine, Seoul National University
Co-authored papers
1
Ho-Sik Seok
Kangwon National University
Co-authored papers
1
Ho-Chun Choi
Healthcare System Gangnam Center of Seoul National University Hospital
Co-authored papers
1
Jose A Negron
Boston Children's Hospital
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1
Hyuktae Kwon
Seoul National University Hospital
Co-authored papers
1
S-H Kim
University of London.
Co-authored papers
1
Dae Hwan Kim
Nanoori Gangnam Hospital
Co-authored papers
1
Carles Hernandez-Ferrer
Centro de Investigacion Biomedica en Red en Epidemiologia y Salud Publica (CIBERESP)
Co-authored papers
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Henry Rodriguez
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Dhong-Geon Won
Soongsil University
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1 - 30