| 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 | 51 | 2019 |
| Enterotypical Prevotella and three novel bacterial biomarkers in preoperative stool predict the clinical outcome of colorectal cancer JW Huh, MJ Kim, J Kim, HG Lee, SB Ryoo, JL Ku, SY Jeong, KJ Park, ... Microbiome 10 (1), 203, 2022 | 27 | 2022 |
| 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 | 27 | 2022 |
| Interpretable temporal graph neural network for prognostic prediction of Alzheimer’s disease using longitudinal neuroimaging data M Kim, J Kim, J Qu, H Huang, Q Long, KA Sohn, D Kim, L Shen 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 19 | 2021 |
| HiG2Vec: hierarchical representations of gene ontology and genes in the Poincaré ball J Kim, D Kim, KA Sohn Bioinformatics 37 (18), 2971-2980, 2021 | 13 | 2021 |
| A deep learning model for screening type 2 diabetes from retinal photographs JS Yun, J Kim, SH Jung, SA Cha, SH Ko, YB Ahn, HH Won, KA Sohn, ... Nutrition, Metabolism and Cardiovascular Diseases 32 (5), 1218-1226, 2022 | 9 | 2022 |
| A novel scoring system for response of preoperative chemoradiotherapy in locally advanced rectal cancer using early-treatment blood features derived from machine learning J Kim, KA Sohn, JH Kwak, MJ Kim, SB Ryoo, SY Jeong, KJ Park, ... Frontiers in Oncology 11, 790894, 2021 | 2 | 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 | 1 | 2024 |
| Cytometry Masked Autoencoder: An Accurate and Interpretable Automated Immunophenotyper J Kim, M Ionita, M Lee, ML McKeague, A Pattekar, MM Painter, ... bioRxiv, 2024.02. 13.580114, 2024 | | 2024 |
| Improving Unsupervised Out-of-domain detection through Pseudo Labeling and Learning B Lee, J Kim, J Park, KA Sohn Findings of the Association for Computational Linguistics: EACL 2023, 1031-1041, 2023 | | 2023 |
Dokyoon KimAssociate Professor of Informatics at University of Pennsylvania在 pennmedicine.upenn.edu 的电子邮件经过验证
