| 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 | 206 | 2016 |
| 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 | 42 | 2018 |
| 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 | 36 | 2019 |
| 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 | 26 | 2019 |
| 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 | 25 | 2011 |
| 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 | 21 | 2017 |
| 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 | 17 | 2020 |
| 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 | 16 | 2018 |
| 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 | 14 | 2011 |
| 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 | 13 | 2019 |
| 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 | 13 | 2018 |
| 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 | 13 | 2017 |
| 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 | 13 | 2015 |
| Multiblock Discriminant Analysis: A Novel Approach for Integrative Genomic Study M Kang, DC Kim, C Liu, J Gao BioMed Research International, 2015 | 13 | 2015 |
| 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 | 13 | 2014 |
| Hi-lasso: High-dimensional lasso Y Kim, J Hao, T Mallavarapu, J Park, M Kang IEEE Access 7, 44562-44573, 2019 | 12 | 2019 |
| 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 | 12 | 2013 |
| Pathway-based deep clustering for molecular subtyping of cancer T Mallavarapu, J Hao, Y Kim, JH Oh, M Kang Methods 173, 24-31, 2020 | 10 | 2020 |
| 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 | 10 | 2018 |
| 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 | 10 | 2015 |
Chunyu LiuSUNY Upstate Medical UniversityVerified email at upstate.edu
