| Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies SY Kim, HH Jeong, J Kim, JH Moon, KA Sohn Biology direct 14, 1-13, 2019 | 49 | 2019 |
| Liver imaging features by convolutional neural network to predict the metachronous liver metastasis in stage I-III colorectal cancer patients based on preoperative abdominal CT … S Lee, EK Choe, SY Kim, HS Kim, KJ Park, D Kim BMC bioinformatics 21, 1-14, 2020 | 29 | 2020 |
| Integrative pathway-based survival prediction utilizing the interaction between gene expression and DNA methylation in breast cancer SY Kim, TR Kim, HH Jeong, KA Sohn BMC medical genomics 11, 33-43, 2018 | 28 | 2018 |
| Investigating temporal and spatial trends of brand images using twitter opinion mining SW Cho, MS Cha, SY Kim, JC Song, KA Sohn 2014 International Conference on Information Science & Applications (ICISA), 1-4, 2014 | 28 | 2014 |
| Identifying subtype-specific associations between gene expression and DNA methylation profiles in breast cancer G Lee, L Bang, SY Kim, D Kim, KA Sohn BMC medical genomics 10, 53-63, 2017 | 20 | 2017 |
| Topic model based approach for improved indexing in content based document retrieval MS Cha, SY Kim, JH Ha, MJ Lee, YJ Choi, KA Sohn International Journal of Networked and Distributed Computing 4 (1), 55-64, 2016 | 9 | 2016 |
| Investigating the utility of clinical outcome-guided mutual information network in network-based Cox regression H Jeong, SY Kim, K Wee, KA Sohn BMC systems biology 9, 1-12, 2015 | 9 | 2015 |
| Identifying novel genetic variants for brain amyloid deposition: a genome-wide association study in the Korean population HR Kim, SH Jung, J Kim, H Jang, SH Kang, S Hwangbo, JP Kim, SY Kim, ... Alzheimer's Research & Therapy 13 (1), 117, 2021 | 8 | 2021 |
| Prognostic effect of inflammatory genes on Stage I–III colorectal cancer—Integrative analysis of TCGA data EK Choe, S Lee, SY Kim, M Shivakumar, KJ Park, YJ Chai, D Kim Cancers 13 (4), 751, 2021 | 8 | 2021 |
| Personalized Explanations for Early Diagnosis of Alzheimer’s Disease Using Explainable Graph Neural Networks with Population Graphs SY Kim Bioengineering 10 (6), 701, 2023 | 5 | 2023 |
| CBDIR: Fast and effective content based document Information Retrieval system MS Cha, SY Kim, JH Ha, MJ Lee, YJ Choi, KA Sohn 2015 IEEE/ACIS 14th International Conference on Computer and Information …, 2015 | 5 | 2015 |
| Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer SY Kim, EK Choe, M Shivakumar, D Kim, KA Sohn Bioinformatics 37 (16), 2405-2413, 2021 | 4 | 2021 |
| Mobile phone spam image detection based on graph partitioning with pyramid histogram of visual words image descriptor SY Kim, KA Sohn 2015 IEEE/ACIS 14th International Conference on Computer and Information …, 2015 | 4 | 2015 |
| Constructing and exploiting software metrics networks for software quality assessment S Gu, SY Kim, H Jeong, KA Sohn 2015 5th International Conference on IT Convergence and Security (ICITCS), 1-5, 2015 | 3 | 2015 |
| A network clustering based software attribute selection for identifying fault-prone modules SY Kim, S Gu, H Jeong, KA Sohn 2015 5th International Conference on IT Convergence and Security (ICITCS), 1-5, 2015 | 3 | 2015 |
| GNN-surv: Discrete-Time Survival Prediction Using Graph Neural Networks SY Kim Bioengineering 10 (9), 1046, 2023 | 1 | 2023 |
| Dataset Bias Prediction for Few-Shot Image Classification JW Kim, SY Kim, KA Sohn Electronics 12 (11), 2470, 2023 | 1 | 2023 |
| Graph-Based Spam Image Detection for Mobile Phone Spam Image Filtering SY Kim, KA Sohn International Journal of Software Innovation (IJSI) 3 (4), 72-86, 2015 | 1 | 2015 |
| Investigating the Effectiveness of E-mail Spam Image Data for Phone Spam Image Detection Using Scale Invariant Feature Transform Image Descriptor SY Kim, Y Biadgie, KA Sohn Information Science and Applications, 591-598, 2015 | 1 | 2015 |
| Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease SY Kim, S Wang, EK Choe arXiv preprint arXiv:2403.02786, 2024 | | 2024 |
Kyung-Ah SohnProfessor, Ajou UniversityVerified email at ajou.ac.kr
