Jung Hun Oh
Orcid: 0000-0001-8791-2755
According to our database1,
Jung Hun Oh
authored at least 43 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Medical Imaging, March, 2024
2023
Geometric graph neural networks on multi-omics data to predict cancer survival outcomes.
Comput. Biol. Medicine, September, 2023
2022
aWCluster: A Novel Integrative Network-Based Clustering of Multiomics for Subtype Analysis of Cancer Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
2021
Highly accurate diagnosis of papillary thyroid carcinomas based on personalized pathways coupled with machine learning.
Briefings Bioinform., July, 2021
PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma.
Bioinform., 2021
2020
A novel kernel Wasserstein distance on Gaussian measures: An application of identifying dental artifacts in head and neck computed tomography.
Comput. Biol. Medicine, 2020
2019
Gene- and Pathway-Based Deep Neural Network for Multi-omics Data Integration to Predict Cancer Survival Outcomes.
Proceedings of the Bioinformatics Research and Applications - 15th International Symposium, 2019
2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Int. J. Data Min. Bioinform., 2017
R-PathCluster: Identifying cancer subtype of glioblastoma multiforme using pathway-based restricted boltzmann machine.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Preconditioned Random Forest Regression: Application to Genome-Wide Study for Radiotherapy Toxicity Prediction.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
A literature mining-based approach for identification of cellular pathways associated with chemoresistance in cancer.
Briefings Bioinform., 2016
Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Transcriptional responses to ultraviolet and ionizing radiation: An approach based on graph curvature.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2014
SITDEM: A simulation tool for disease/endpoint models of association studies based on single nucleotide polymorphism genotypes.
Comput. Biol. Medicine, 2014
Inference of radio-responsive gene regulatory networks using the graphical lasso algorithm.
BMC Bioinform., 2014
2011
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
Proceedings of the Future Generation Information Technology, 2011
2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
2009
An Extended Markov Blanket Approach to Proteomic Biomarker Detection From High-Resolution Mass Spectrometry Data.
IEEE Trans. Inf. Technol. Biomed., 2009
Prostate cancer biomarker discovery using high performance mass spectral serum profiling.
Comput. Methods Programs Biomed., 2009
BMC Bioinform., 2009
Bayesian Network Learning for Detecting Reliable Interactions of Dose-Volume Related Parameters in Radiation Pneumonitis.
Proceedings of the International Conference on Machine Learning and Applications, 2009
Application of Machine Learning Techniques for Prediction of Radiation Pneumonitis in Lung Cancer Patients.
Proceedings of the International Conference on Machine Learning and Applications, 2009
2008
Studies on Modification of Channel Material and Gate Recess Structures in Metamorphic HEMT for Improvement of Breakdown and RF Characteristics.
IEICE Trans. Electron., 2008
Biomarker selection and sample prediction for multi-category disease on MALDI-TOF data.
Bioinform., 2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
2007
A Novel Classification Method for Analysis of Multi-stage Diseases via Mass Spectrometric Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
Biomarker Selection for Predicting Alzheimer Disease Using High-Resolution MALDI-TOF Data.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
J. Bioinform. Comput. Biol., 2006
Comparative Study on Breakdown Characteristics for InGaAs Metamorphic High Electron Mobility Transistor and InGaAs/InP-Composite Channel Metamorphic High Electron Mobility Transistor.
IEICE Trans. Electron., 2006
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006
2005
Multicategory Classification using Extended SVM-RFE and Markov Blanket on SELDITOF Mass Spectrometry Data.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005
A two-Way Searching Algorithm for de novo peptide sequencing via tandem mass spectrometry.
Proceedings of the Advances in Bioinformatics and Its Applications, 2005
Emerging Pattern based subspace Clustering of microarray gene expression Data using Mixture Models.
Proceedings of the Advances in Bioinformatics and Its Applications, 2005
2004
Optimization of sub-0.1-mum offset Gamma-shaped gate MHEMTs for millimeter-wave applications.
Microelectron. J., 2004