| Development and validation of a novel strong prognostic index for colon cancer through a robust combination of laboratory features for systemic inflammation: a prognostic … SH Jung, J Hao, M Shivakumar, Y Nam, J Kim, MJ Kim, SB Ryoo, ... British journal of cancer 126 (11), 1539-1547, 2022 | 31 | 2022 |
| Drug repurposing with network reinforcement Y Nam, M Kim, HS Chang, H Shin BMC bioinformatics 20, 1-10, 2019 | 24 | 2019 |
| A coupling approach of a predictor and a descriptor for breast cancer prognosis H Shin, Y Nam BMC medical genomics 7, 1-12, 2014 | 23 | 2014 |
| Disease gene identification based on generic and disease-specific genome networks Y Nam, JH Jhee, J Cho, JH Lee, H Shin Bioinformatics 35 (11), 1923-1930, 2019 | 21 | 2019 |
| Discovering comorbid diseases using an inter-disease interactivity network based on biobank-scale PheWAS data Y Nam, SH Jung, JS Yun, V Sriram, P Singhal, M Byrska-Bishop, A Verma, ... Bioinformatics 39 (1), btac822, 2023 | 12 | 2023 |
| The translational network for metabolic disease–from protein interaction to disease co-occurrence Y Nam, D Lee, S Bang, JH Kim, JH Kim, H Shin BMC bioinformatics 20, 1-12, 2019 | 10 | 2019 |
| An inference method from multi-layered structure of biomedical data M Kim, Y Nam, H Shin BMC medical informatics and decision making 17, 1-10, 2017 | 10 | 2017 |
| netCRS: Network-based comorbidity risk score for prediction of myocardial infarction using biobank-scaled PheWAS data Y Nam, SH Jung, A Verma, V Sriram, HH Won, JS Yun, RG Center, D Kim Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 27, 325, 2022 | 8 | 2022 |
| CLASH: Complementary Linkage with Anchoring and Scoring for Heterogeneous biomolecular and clinical data Y Nam, M Kim, K Lee, H Shin BMC medical informatics and decision making 16, 163-173, 2016 | 8 | 2016 |
| Development of early prediction model for pregnancy-associated hypertension with graph-based semi-supervised learning SM Lee, Y Nam, ES Choi, YM Jung, V Sriram, JS Leiby, JN Koo, IH Oh, ... Scientific Reports 12 (1), 15793, 2022 | 6 | 2022 |
| NETMAGE: A human disease phenotype map generator for the network-based visualization of phenome-wide association study results V Sriram, M Shivakumar, SH Jung, Y Nam, L Bang, A Verma, S Lee, ... GigaScience 11, giac002, 2022 | 6 | 2022 |
| A network-based analysis of disease complication associations for obstetric disorders in the UK biobank V Sriram, Y Nam, M Shivakumar, A Verma, SH Jung, SM Lee, D Kim Journal of Personalized Medicine 11 (12), 1382, 2021 | 6 | 2021 |
| Harnessing Artificial Intelligence in Multimodal Omics Data Integration: Paving the Path for the Next Frontier in Precision Medicine Y Nam, J Kim, SH Jung, J Woerner, EH Suh, D Lee, M Shivakumar, ... Annual Review of Biomedical Data Science 7, 2024 | 5 | 2024 |
| Network reinforcement driven drug repurposing for COVID-19 by exploiting disease-gene-drug associations Y Nam, JS Yun, SM Lee, JW Park, Z Chen, B Lee, A Verma, X Ning, ... arXiv preprint arXiv:2008.05377, 2020 | 5 | 2020 |
| A hybrid cancer prognosis system based on semi-supervised learning and decision trees Y Nam, H Shin International Conference on Neural Information Processing, 640-648, 2013 | 5 | 2013 |
| Genome-wide polygenic risk scores for hypertensive disease during pregnancy can also predict the risk for long-term cardiovascular disease SM Lee, M Shivakumar, B Xiao, SH Jung, Y Nam, JS Yun, EK Choe, ... American Journal of Obstetrics and Gynecology 229 (3), 298. e1-298. e19, 2023 | 4 | 2023 |
| Cascade recurring deep networks for audible range prediction Y Nam, OS Choo, YR Lee, YH Choung, H Shin BMC Medical Informatics and Decision Making 17, 1-10, 2017 | 4 | 2017 |
| In-house data adaptation to public data: multisite MRI harmonization to predict Alzheimer’s disease conversion S Park, SJ Son, K Park, Y Nam, H Shin, LS of Ageing, ... Expert Systems with Applications 238, 122253, 2024 | 1 | 2024 |
| Uncovering genetic associations in the human diseasome using an endophenotype-augmented disease network J Woerner, V Sriram, Y Nam, A Verma, D Kim Bioinformatics 40 (3), btae126, 2024 | 1 | 2024 |
| Development of complemented comprehensive networks for rapid screening of repurposable drugs applicable to new emerging disease outbreaks Y Nam, A Lucas, JS Yun, SM Lee, JW Park, Z Chen, B Lee, X Ning, ... Journal of Translational Medicine 21 (1), 415, 2023 | 1 | 2023 |
