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Author Details

Hyunju Lee
Gwangju Institute of Science and Technology
2006
57
18
PMIDPaper TitleJournal TitlePublished Year
36345155Machine learning with in silico analysis markedly improves survival prediction modeling in colon cancer patients.Cancer Med2023
37520124PINNet: a deep neural network with pathway prior knowledge for Alzheimer's disease.Front Aging Neurosci2023
37185778Genomic profiles of IDH-mutant gliomas: MYCN-amplified IDH-mutant astrocytoma had the worst prognosis.Sci Rep2023
36999961Transcriptomic data in tumor-adjacent normal tissues harbor prognostic information on multiple cancer types.Cancer Med2023
36912182Detecting amyloid-β positivity using regions of interest from structural magnetic resonance imaging.Eur J Neurol2023
35260608HIDTI: integration of heterogeneous information to predict drug-target interactions.Sci Rep2022
35618736Plant phenotype relationship corpus for biomedical relationships between plants and phenotypes.Sci Data2022
35157023MOMA: a multi-task attention learning algorithm for multi-omics data interpretation and classification.Bioinformatics2022
33220555An integrated model for the relationship between socio-cultural factors, Attitudes Toward Suicide, and intensity of suicidal ideation in Korean, Japanese, and American populations.J Affect Disord2021
33927198Integrative reconstruction of cancer genome karyotypes using InfoGenomeR.Nat Commun2021
34442330JDSNMF: Joint Deep Semi-Non-Negative Matrix Factorization for Learning Integrative Representation of Molecular Signals in Alzheimer's Disease.J Pers Med2021
34653225Identifying disease-gene associations using a convolutional neural network-based model by embedding a biological knowledge graph with entity descriptions.PLoS One2021
34829754Identification of Disease-Related Genes That Are Common between Alzheimer's and Cardiovascular Disease Using Blood Genome-Wide Transcriptome Analysis.Biomedicines2021
34207247Genome-Wide Transcriptomic Analysis of Non-Tumorigenic Tissues Reveals Aging-Related Prognostic Markers and Drug Targets in Renal Cell Carcinoma.Cancers (Basel)2021
34034645Super.FELT: supervised feature extraction learning using triplet loss for drug response prediction with multi-omics data.BMC Bioinformatics2021
33406707Shared Blood Transcriptomic Signatures between Alzheimer's Disease and Diabetes Mellitus.Biomedicines2021
33144687Prediction of survival and recurrence in patients with pancreatic cancer by integrating multi-omics data.Sci Rep2020
32103140Prediction of Alzheimer's disease using blood gene expression data.Sci Rep2020
30448282Deep neural network for estimating low density lipoprotein cholesterol.Clin Chim Acta2019
31881938Biomedical named entity recognition using deep neural networks with contextual information.BMC Bioinformatics2019
31461491A corpus of plant-disease relations in the biomedical domain.PLoS One2019
30865265Multiresolution correction of GC bias and application to identification of copy number alterations.Bioinformatics2019
31091224DigChem: Identification of disease-gene-chemical relationships from Medline abstracts.PLoS Comput Biol2019
29028887Identification of cancer driver genes in focal genomic aberrations from whole-exome sequencing data.Bioinformatics2018
29959142Cancer-Stimulated CAFs Enhance Monocyte Differentiation and Protumoral TAM Activation via IL6 and GM-CSF Secretion.Clin Cancer Res2018
30581927Korean public and hospital data for estimating LDL-cholesterol.Data Brief2018
30501131Identification and Characterization of MicroRNAs Associated with Somatic Copy Number Alterations in Cancer.Cancers (Basel)2018
27998053Ultrasonographic findings of Kikuchi cervical lymphadenopathy in children.Ultrasonography2017
28397818Corrigendum: An analysis of disease-gene relationship from Medline abstracts by DigSee.Sci Rep2017
28348108Comprehensive somatic genome alterations of urachal carcinoma.J Med Genet2017
29029598A method for named entity normalization in biomedical articles: application to diseases and plants.BMC Bioinformatics2017
29244808FGMD: A novel approach for functional gene module detection in cancer.PLoS One2017
28506304Characterization of genetic aberrations in a single case of metastatic thymic adenocarcinoma.BMC Cancer2017
28617227In silico re-identification of properties of drug target proteins.BMC Bioinformatics2017
28056026Integration of MicroRNA, mRNA, and Protein Expression Data for the Identification of Cancer-Related MicroRNAs.PLoS One2017
28054646An analysis of disease-gene relationship from Medline abstracts by DigSee.Sci Rep2017
26980517HerDing: herb recommendation system to treat diseases using genes and chemicals.Database (Oxford)2016
27734929Prioritizing cancer-related microRNAs by integrating microRNA and mRNA datasets.Sci Rep2016
27624193Corrigendum: Identification of cancer-driver genes in focal genomic alterations from whole genome sequencing data.Sci Rep2016
27650402A corpus for plant-chemical relationships in the biomedical domain.BMC Bioinformatics2016
27156852Identification of cancer-driver genes in focal genomic alterations from whole genome sequencing data.Sci Rep2016
25611546A computational approach to identifying gene-microRNA modules in cancer.PLoS Comput Biol2015
25819079DEOD: uncovering dominant effects of cancer-driver genes based on a partial covariance selection method.Bioinformatics2015
25148538WMAXC: a weighted maximum clique method for identifying condition-specific sub-network.PLoS One2014
23940583Voting-based cancer module identification by combining topological and data-driven properties.PLoS One2013
24278248Predicting drug-target interactions using drug-drug interactions.PLoS One2013
24111192Cortical activation pattern for grasping during observation, imagery, execution, FES, and observation-FES integrated BCI: an fNIRS pilot study.Annu Int Conf IEEE Eng Med Biol Soc2013
22747309Meta-analysis of pain relief effects by laser irradiation on joint areas.Photomed Laser Surg2012
21711543Prediction of plant promoters based on hexamers and random triplet pair analysis.Algorithms Mol Biol2011
21569311Wavelet-based identification of DNA focal genomic aberrations from single nucleotide polymorphism arrays.BMC Bioinformatics2011
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Collaborators

University of Dhaka
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Korea Advanced Institute of Science and Technology
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University of Virginiagrid.27755.32
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University of Toronto
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Gwangju Institute of Science and Technology
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University of Missouri
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Carnegie Mellon University
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University of British Columbia and BC Children's Hospital
Co-authored papers 1
Harvard Medical School
Co-authored papers 1
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University of Michigan ann arbor
Co-authored papers 1
Institute of Biostatistics, Fudan University
Co-authored papers 1
Samsung Genome Institute, Samsung Medical Center
Co-authored papers 1
Lewis-Sigler Institute for Integrative Genomics, Princeton University
Co-authored papers 1
Harvard Medical School
Co-authored papers 1
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Co-authored papers 1
School of Molecular Sciences & College of Health Solutions, Arizona State University
Co-authored papers 1
College of Medicine, Seoul National University
Co-authored papers 1
Sloan Kettering Institute
Co-authored papers 1
University of Minnesota - Twin Cities
Co-authored papers 1
University of Texas
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St. Jude Children's Research Hospital
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Samsung Genome Institute, Samsung Medical Center
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Seoul National University Hospital
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University of Toronto
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Preclinical and Translational Sciences, Inc.
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Boston Children's Hospital, Seoul National University, Seoul National University Hospital
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