Mingon Kang
Orcid: 0000-0002-9565-9523
According to our database1,
Mingon Kang
authored at least 52 papers
between 2010 and 2025.
Collaborative distances:
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Bibliography
2025
Evidential deep learning-based ALK-expression screening using H&E-stained histopathological images.
npj Digit. Medicine, 2025
Explainable Integrative Bipartite Graph Convolutional Neural Network for Predicting Ejection Fraction in Echocardiography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025
2024
Comput. Vis. Image Underst., February, 2024
SPIN: sex-specific and pathway-based interpretable neural network for sexual dimorphism analysis.
Briefings Bioinform., 2024
2023
Briefings Bioinform., November, 2023
2022
Briefings Bioinform., 2022
2021
PGNets: Planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary disks.
CoRR, 2021
PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma.
Bioinform., 2021
Proceedings of the Bioinformatics Research and Applications - 17th International Symposium, 2021
2020
Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020
Rethinking the Weakness of Stream Ciphers and Its Application to Encrypted Malware Detection.
IEEE Access, 2020
PAGE-Net: Interpretable and Integrative Deep Learning for Survival Analysis Using HistopathologicalImages and Genomic Data.
Proceedings of the Pacific Symposium on Biocomputing 2020, 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
Semi-Supervised Discriminative Transfer Learning in Cross-Language Text Classification.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Fast and Accurate Machine Learning-based Malware Detection via RC4 Ciphertext Analysis<sup>*</sup>.
Proceedings of the International Conference on Computing, Networking and Communications, 2019
Texture-based Deep Learning for Effective Histopathological Cancer Image Classification.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 ACM Southeast Conference, 2019
2018
Nearest neighbor search with locally weighted linear regression for heartbeat classification.
Soft Comput., 2018
KSII Trans. Internet Inf. Syst., 2018
Int. J. Data Min. Bioinform., 2018
PASNet: pathway-associated sparse deep neural network for prognosis prediction from high-throughput data.
BMC Bioinform., 2018
Automatic knowledge extraction from OCR documents using hierarchical document analysis.
Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
J. Medical Syst., 2017
Effects of low dose ionizing radiation on DNA damage-caused pathways by reverse-phase protein array and Bayesian networks.
J. Bioinform. Comput. Biol., 2017
Int. J. Data Min. Bioinform., 2017
Nonlinear-RANSAC parameter optimisation for dynamic molecular systems and signalling pathways.
Int. J. Data Min. Bioinform., 2017
Int. J. Data Min. Bioinform., 2017
Proceedings of the International Conference on Research in Adaptive and Convergent Systems, 2017
Graph-Theory Based Simplification Techniques for Efficient Biological Network Analysis.
Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 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
2016
Computational modeling of phagocyte transmigration for foreign body responses to subcutaneous biomaterial implants in mice.
BMC Bioinform., 2016
Recommendations for antiarrhythmic drugs based on latent semantic analysis with fc-means clustering.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Robust Inductive Matrix Completion strategy to explore associations between lincRNAs and human disease phenotypes.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
Inferring disease associations of the long non-coding RNAs through non-negative matrix factorization.
Netw. Model. Anal. Health Informatics Bioinform., 2015
eQTL epistasis: detecting epistatic effects and inferring hierarchical relationships of genes in biological pathways.
Bioinform., 2015
Heartbeat classification for detecting arrhythmia using normalized beat morphology features.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Integrative approach for inference of gene regulatory networks using lasso-based random featuring and application to Psychiatric disorders.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
An integrative genomic study for multimodal genomic data using multi-block bipartite graph.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2014
Integration of DNA Methylation, Copy Number Variation, and Gene Expression for Gene Regulatory Network Inference and Application to Psychiatric Disorders.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Sparse generalized canonical correlation analysis for biological model integration: A genetic study of psychiatric disorders.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
eQTL epistasis: Detecting complex interaction effects between multiple loci from eQTL data.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2011
Proceedings of the 2011 IEEE International Conference on RFID-Technologies and Applications, 2011
Nonlinear RANSAC Optimization for Parameter Estimation with Applications to Phagocyte Transmigration.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
2010
Computational modeling of phagocyte transmigration during biomaterial-mediated foreign body responses.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010