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So Yeon Kim
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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
512019
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
372020
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
322018
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
302014
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
232017
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
162021
Personalized Explanations for Early Diagnosis of Alzheimer’s Disease Using Explainable Graph Neural Networks with Population Graphs
SY Kim
Bioengineering 10 (6), 701, 2023
102023
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
102016
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
92021
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
92015
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
72021
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
62015
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
52015
GNN-surv: Discrete-Time Survival Prediction Using Graph Neural Networks
SY Kim
Bioengineering 10 (9), 1046, 2023
42023
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
42015
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
32015
Dataset Bias Prediction for few-shot image classification
JW Kim, SY Kim, KA Sohn
Electronics 12 (11), 2470, 2023
22023
Transdiagnostic clustering and network analysis for questionnaire-based symptom profiling and drug recommendation in the UK Biobank and a Korean cohort
E Lee, D Lee, JH Baek, SY Kim, W Park
Scientific Reports 14 (1), 4500, 2024
12024
CEAT: Curvature feature Extractor using Action based Triplet learning for Action Segmentation
S Jang, JH Moon, SY Kim, KA Sohn
IEEE Access, 2023
12023
ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction
S Wang, SY Kim, KA Sohn
Bioengineering 10 (7), 824, 2023
12023
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Articles 1–20