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Mingon Kang
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Inferring causal molecular networks: empirical assessment through a community-based effort
S Hill, L Heiser, ..., D Kim, M Kang, J Gao, and et al.
Nature Methods, 2016
2062016
PASNet: pathway-associated sparse deep neural network for prognosis prediction from high-throughput data
J Hao, Y Kim, TK Kim, M Kang
BMC bioinformatics 19 (1), 1-13, 2018
422018
PAGE-Net: interpretable and integrative deep learning for survival analysis using histopathological images and genomic data
J Hao, SC Kosaraju, NZ Tsaku, DH Song, M Kang
Pacific Symposium on Biocomputing 2020, 355-366, 2019
362019
Interpretable deep neural network for cancer survival analysis by integrating genomic and clinical data
J Hao, Y Kim, T Mallavarapu, JH Oh, M Kang
BMC medical genomics 12 (10), 1-13, 2019
262019
Investigation of impact factors for various performances of passive UHF RFID system
JS Choi, M Kang, R Elmasri, DW Engels
2011 IEEE International Conference on RFID-Technologies and Applications …, 2011
252011
Integration of multi-omics data for integrative gene regulatory network inference
N Zarayeneh, E Ko, JH Oh, S Suh, C Liu, J Gao, D Kim, M Kang
International journal of data mining and bioinformatics 18 (3), 223-239, 2017
212017
Deep-Hipo: Multi-scale receptive field deep learning for histopathological image analysis
SC Kosaraju, J Hao, HM Koh, M Kang
Methods 179, 3-13, 2020
172020
Cox-PASNet: pathway-based sparse deep neural network for survival analysis
J Hao, Y Kim, T Mallavarapu, JH Oh, M Kang
2018 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2018
162018
Nonlinear RANSAC optimization for parameter estimation with applications to phagocyte transmigration
M Kang, J Gao, L Tang
2011 10th International Conference on Machine Learning and Applications and …, 2011
142011
DoT-net: document layout classification using texture-based CNN
SC Kosaraju, M Masum, NZ Tsaku, P Patel, T Bayramoglu, G Modgil, ...
2019 International Conference on Document Analysis and Recognition (ICDAR …, 2019
132019
Nearest neighbor search with locally weighted linear regression for heartbeat classification
J Park, MZA Bhuiyan, M Kang, J Son, K Kang
Soft Computing 22 (4), 1225-1236, 2018
132018
Cascade classification with adaptive feature extraction for arrhythmia detection
J Park, M Kang, J Gao, Y Kim, K Kang
Journal of medical systems 41 (1), 1-12, 2017
132017
Inferring disease associations of the long non-coding RNAs through non-negative matrix factorization
AK Biswas, M Kang, DC Kim, CHQ Ding, B Zhang, X Wu, JX Gao
Network Modeling Analysis in Health Informatics and Bioinformatics 4 (1), 1-17, 2015
132015
Multiblock Discriminant Analysis: A Novel Approach for Integrative Genomic Study
M Kang, DC Kim, C Liu, J Gao
BioMed Research International, 2015
132015
Integration of DNA methylation, copy number variation, and gene expression for gene regulatory network inference and application to psychiatric disorders
DC Kim, M Kang, B Zhang, X Wu, C Liu, J Gao
2014 IEEE International Conference on Bioinformatics and Bioengineering, 238-242, 2014
132014
Hi-lasso: High-dimensional lasso
Y Kim, J Hao, T Mallavarapu, J Park, M Kang
IEEE Access 7, 44562-44573, 2019
122019
Sparse generalized canonical correlation analysis for biological model integration: a genetic study of psychiatric disorders
M Kang, B Zhang, X Wu, C Liu, J Gao
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
122013
Pathway-based deep clustering for molecular subtyping of cancer
T Mallavarapu, J Hao, Y Kim, JH Oh, M Kang
Methods 173, 24-31, 2020
102020
Robust inductive matrix completion strategy to explore associations between lincrnas and human disease phenotypes
AK Biswas, DC Kim, M Kang, JX Gao
IEEE/ACM transactions on computational biology and bioinformatics 16 (6 …, 2018
102018
eQTL epistasis: detecting epistatic effects and inferring hierarchical relationships of genes in biological pathways
M Kang, C Zhang, HW Chun, C Ding, C Liu, J Gao
Bioinformatics 31 (5), 656-664, 2015
102015
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Articles 1–20