| Comparing the normalization methods for the differential analysis of Illumina high-throughput RNA-Seq data P Li, Y Piao, HS Shon, KH Ryu BMC bioinformatics 16, 1-9, 2015 | 233 | 2015 |
| Subspace projection method based clustering analysis in load profiling M Piao, HS Shon, JY Lee, KH Ryu IEEE Transactions on Power Systems 29 (6), 2628-2635, 2014 | 81 | 2014 |
| Associative classification approach for diagnosing cardiovascular disease K Noh, HG Lee, HS Shon, BJ Lee, KH Ryu Intelligent Computing in Signal Processing and Pattern Recognition …, 2006 | 65 | 2006 |
| A new ensemble method with feature space partitioning for high‐dimensional data classification Y Piao, M Piao, CH Jin, HS Shon, JM Chung, B Hwang, KH Ryu Mathematical Problems in Engineering 2015 (1), 590678, 2015 | 54 | 2015 |
| Classification of kidney cancer data using cost-sensitive hybrid deep learning approach HS Shon, E Batbaatar, KO Kim, EJ Cha, KA Kim Symmetry 12 (1), 154, 2020 | 40 | 2020 |
| Unsupervised pre-training of imbalanced data for identification of wafer map defect patterns HS Shon, E Batbaatar, WS Cho, SG Choi IEEE Access 9, 52352-52363, 2021 | 37 | 2021 |
| Combined Hypermethylation of APC and GSTP1 as a Molecular Marker for Prostate Cancer: Quantitative Pyrosequencing Analysis HY Yoon, SK Kim, YW Kim, HW Kang, SC Lee, KH Ryu, HS Shon, WJ Kim, ... Journal of biomolecular screening 17 (7), 987-992, 2012 | 28 | 2012 |
| Classification of stomach cancer gene expression data using CNN algorithm of deep learning HS Shon, YG Yi, KO Kim, EJ Cha, KA Kim Journal of Biomedical and Translational Research 20 (1), 15-20, 2019 | 25 | 2019 |
| Comparison of clinical outcomes between culprit vessel only and multivessel percutaneous coronary intervention for ST-segment elevation myocardial infarction patients with … KS Ryu, HW Park, SH Park, HS Shon, KH Ryu, DG Lee, MEA Bashir, ... Journal of geriatric cardiology: JGC 12 (3), 208, 2015 | 25 | 2015 |
| System framework for cardiovascular disease prediction based on big data technology SH Han, KO Kim, EJ Cha, KA Kim, HS Shon Symmetry 9 (12), 293, 2017 | 23 | 2017 |
| Proposal reviewer recommendation system based on big data for a national research management institute HS Shon, SH Han, KA Kim, EJ Cha, KH Ryu Journal of Information Science 43 (2), 147-158, 2017 | 23 | 2017 |
| IMTAR: incremental mining of general temporal association rules AFA Dafa-Alla, HS Shon, KEK Saeed, M Piao, U Yun, KJ Cheoi, KH Ryu Journal of Information Processing Systems 6 (2), 163-176, 2010 | 22 | 2010 |
| Methylation signature for prediction of progression free survival in surgically treated clear cell renal cell carcinoma HW Kang, H Park, SP Seo, YJ Byun, XM Piao, SM Kim, WT Kim, SJ Yun, ... Journal of Korean Medical Science 34 (19), 2019 | 21 | 2019 |
| Deep learning model for classifying periodontitis stages on dental panoramic radiography HS Shon, V Kong, JS Park, W Jang, EJ Cha, SY Kim, EY Lee, TG Kang, ... Applied Sciences 12 (17), 8500, 2022 | 17 | 2022 |
| Cardiovascular disease diagnosis method by emerging patterns HG Lee, K Noh, BJ Lee, HS Shon, KH Ryu International Conference on Advanced Data Mining and Applications, 819-826, 2006 | 17 | 2006 |
| Trigger learning and ECG parameter customization for remote cardiac clinical care information system MEA Bashir, DG Lee, M Li, JW Bae, HS Shon, MC Cho, KH Ryu IEEE Transactions on Information Technology in Biomedicine 16 (4), 561-571, 2012 | 14 | 2012 |
| Biomarker for the prediction of major adverse cardiac events in patients with non-ST-segment elevation myocardial infarction HS Shon, JW Bae, KO Kim, EJ Cha, KA Kim Osong Public Health and Research Perspectives 8 (4), 237, 2017 | 13 | 2017 |
| Short-term mortality prediction of recurrence patients with ST-segment elevation myocardial infarction KH Lim, KS Ryu, SH Park, HS Shon, KH Ryu Journal of The Korea Society of Computer and Information 17 (10), 145-154, 2012 | 13 | 2012 |
| ZNF492 and GPR149 methylation patterns as prognostic markers for clear cell renal cell carcinoma: Array-based DNA methylation profiling YJ Kim, W Jang, XM Piao, HY Yoon, YJ Byun, JS Kim, SM Kim, SK Lee, ... Oncology Reports 42 (1), 453-460, 2019 | 12 | 2019 |
| QSE: A new 3‐D solvent exposure measure for the analysis of protein structure P Li, G Pok, KS Jung, HS Shon, KH Ryu Proteomics 11 (19), 3793-3801, 2011 | 12 | 2011 |
